{"693226":{"#nid":"693226","#data":{"type":"news","title":"Can We Detect Harmful AI Before It\u2019s Too Late? Researchers Search for Warning Signs","body":[{"value":"\u003Cp\u003EIn July 2026, OpenAI autonomous artificial intelligence (AI) agents escaped a closed testing environment, accessed the public internet, and \u003Ca href=\u0022https:\/\/www.nytimes.com\/2026\/07\/21\/technology\/openai-attack-hugging-face.html\u0022\u003Ehacked into a real company\u2019s digital infrastructure\u003C\/a\u003E. What started as an internal evaluation of the agents\u2019 cyber capabilities turned into a real-world cybersecurity breach.\u003C\/p\u003E\u003Cp\u003EAs AI systems become more agile with expanded access to tools, computer networks, and other real-world systems, finding better ways of identifying and preventing risky AI behavior becomes even more urgent. Still, high-profile incidents of AI behaving in unintended or dangerous ways are rare, which makes them difficult to study and understand.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIf we can understand and detect what changes inside an AI model right before it begins behaving in unsafe or misaligned ways, we may be able to inform more effective safeguards,\u201d said Eyas Ayesh, a second-year Ph.D. student in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/psychology.gatech.edu\/\u0022\u003ESchool of Psychology\u003C\/a\u003E and graduate fellow at the \u003Ca href=\u0022https:\/\/coco.psych.gatech.edu\/\u0022\u003ECenter for Computation and Cognition\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EAyesh and his advisor, Assistant Professor \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/anna-ivanova\u0022\u003EAnna Ivanova\u003C\/a\u003E, are developing a probe designed to identify internal activity patterns associated with harmful behaviors in large language models. Their work is supported by a $300,000 award from Coefficient Giving.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMisbehaving Models\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ETraining a probe requires examples of both desirable and undesirable behaviors so it can learn to distinguish between them. Because deceptive or unsafe responses can be rare and highly dependent on the model, prompt, and context, researchers may not have enough examples to determine what causes the behavior or how to recognize it the next time.\u003C\/p\u003E\u003Cp\u003EBut an unexpected finding in AI research gave Ayesh an idea. In studies of a phenomenon known as \u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41586-025-09937-5\u0022\u003Eemergent misalignment\u003C\/a\u003E, researchers found that fine-tuning models on a narrow harmful task could lead them to produce a much wider range of problematic responses to unrelated prompts. For example, researchers found that fine-tuning a model to write insecure code without warning users could lead to other concerning behaviors unrelated to coding.\u003C\/p\u003E\u003Cp\u003EAyesh realized he could use that phenomenon to solve the problem of scarce data. Starting with open-source AI models, Ayesh fine-tuned them to display targeted undesirable behaviors more frequently. Then, he analyzed different versions of the deliberately misaligned models using a probe that monitors the internal activity of the model.\u003C\/p\u003E\u003Cp\u003EThe probe works somewhat like a pattern detector, looking at activity inside the model as it generates responses and searching for patterns associated with particular behaviors. Researchers can then train a classifier to distinguish patterns associated with desirable behavior from those associated with harmful behavior.\u003C\/p\u003E\u003Cp\u003E\u201cJust as different parts of the brain turn on and off when people do different tasks, so do the different parts of an AI model,\u201d Ayesh said. \u201cWhen a model produces a specific type of response \u2014 such as deceptive statements or harmful advice \u2014 we may observe recurring patterns in its internal activity. We refer to these patterns as representations of a behavior.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EInside the Black Box\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAyesh is now testing whether the internal patterns he identified remain consistent across differently tuned AI models. Early results suggest that signals identified in deliberately misbehaving models can also be detected in their original versions.\u003C\/p\u003E\u003Cp\u003EThe next step is determining whether those signals can help researchers identify or flag concerning behavior in models that have not been deliberately fine-tuned to misbehave.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI hope our research in AI safety can help develop some guardrails and some ways to both identify and prevent misaligned behavior in AI systems, given how much of an impact they\u0027re already having on the world,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAyesh is a member of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/www.aisi.dev\/\u0022\u003EAI Safety Initiative\u003C\/a\u003E, which brings together researchers across disciplines to study and improve the safety of increasingly capable AI systems.\u003C\/p\u003E\u003Cp\u003EIvanova said the value of their research lies partly in approaching AI safety from a fundamental science perspective.\u003C\/p\u003E\u003Cp\u003E\u201cAs scientists, we have been trained to think about the underlying mechanisms and causes of the behaviors we observe,\u201d Ivanova said. \u201cFor us, it\u0027s important to develop a fundamental understanding of how these models work, or we will risk missing the bigger picture.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003EA Georgia Tech Ph.D. student is investigating whether internal signals in large language models could help identify harmful behavior before it reaches users.\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A Georgia Tech Ph.D. student is investigating whether internal signals in large language models could help identify harmful behavior before it reaches users."}],"uid":"36123","created_gmt":"2026-10-13 20:15:54","changed_gmt":"2026-10-23 03:49:05","author":"Catherine Barzler","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-13T00:00:00-04:00","iso_date":"2026-10-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681420":{"id":"681420","type":"image","title":"AdobeStock_1804837799.png","body":"\u003Cp\u003EAs AI capabilities advance, researchers are searching for early warning signs of potentially harmful behavior. (Image: Adobe Stock)\u003C\/p\u003E","created":"1791922562","gmt_created":"2026-10-13 20:16:02","changed":"1791922562","gmt_changed":"2026-10-13 20:16:02","alt":"A red robot in front of a yellow background emits a speech bubble that indicates harmful output","file":{"fid":"265824","name":"AdobeStock_1804837799.png","image_path":"\/sites\/default\/files\/2026\/10\/13\/AdobeStock_1804837799.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/13\/AdobeStock_1804837799.png","mime":"image\/png","size":656150,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/13\/AdobeStock_1804837799.png?itok=6Ofyls0F"}}},"media_ids":["681420"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ECatherine Barzler, Senior Research Writer\/Editor\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:catherine.barzler@gatech.edu\u0022\u003Ecatherine.barzler@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693385":{"#nid":"693385","#data":{"type":"news","title":"Raghupathy \u2018Siva\u2019 Sivakumar to Serve as Georgia Tech\u2019s Interim EVPR\u00a0","body":[{"value":"\u003Cp\u003ERaghupathy \u201cSiva\u201d Sivakumar\u003Cstrong\u003E \u003C\/strong\u003Ehas been appointed interim executive vice president for Research (EVPR) at the Georgia Institute of Technology, effective Nov. 1.\u003C\/p\u003E\u003Cp\u003ESivakumar currently serves as Georgia Tech\u2019s vice president of Commercialization and chief commercialization officer, leading the \u003Ca href=\u0022https:\/\/commercialization.gatech.edu\/\u0022\u003EOffice of Commercialization\u003C\/a\u003E. The office serves as the Institute\u2019s central hub for student entrepreneurship, research translation and commercialization, and venture development and scaling, enabling faculty and students to bring new technologies to market. Sivakumar previously served as the founding director of \u003Ca href=\u0022https:\/\/create-x.gatech.edu\/\u0022\u003ECREATE-X\u003C\/a\u003E, a Georgia Tech initiative that fosters entrepreneurial confidence and helps students launch real startups. He has also founded and co-founded multiple technology companies and held technical roles in industry.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn addition to his administrative leadership, Sivakumar is the Wayne J. Holman Chair and professor in the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E (ECE). His research focuses on wireless networking and mobile computing.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESivakumar joined ECE in 2000 as an assistant professor. He earned his bachelor\u2019s degree in computer science from Anna University in Chennai, India, and his master\u2019s and doctoral degrees in computer science from the University of Illinois Urbana-Champaign. He is a Fellow of the Institute of Electrical and Electronics Engineers.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Sivakumar\u0027s appointment as executive vice president for Research begins Nov. 1, 2026.\u00a0"}],"field_summary":[{"value":"\u003Cp\u003ERaghupathy \u201cSiva\u201d Sivakumar will serve as Georgia Tech\u0027s interim EVPR, effective Nov. 1, 2026.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Sivakumar\u0027s appointment as executive vice president for Research begins Nov. 1, 2026.\u00a0"}],"uid":"28766","created_gmt":"2026-10-22 00:52:26","changed_gmt":"2026-10-22 16:28:32","author":"Shelley Wunder-Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-22T00:00:00-04:00","iso_date":"2026-10-22T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681511":{"id":"681511","type":"image","title":"Raghupathy \u0022Siva\u0022 Sivakumar, Georgia Tech\u0027s chief commercialization officer, will serve as the Institute\u0027s interim EVPR.","body":null,"created":"1792630371","gmt_created":"2026-10-22 00:52:51","changed":"1792630371","gmt_changed":"2026-10-22 00:52:51","alt":"Photo of a man of south Asian descent with short dark hair and a smile. He is wearing a light blue button-down shirt and a red and royal blue striped tie. Behind him is the Atlanta skyline.","file":{"fid":"265922","name":"Sivakumar-headshot.jpg","image_path":"\/sites\/default\/files\/2026\/10\/21\/Sivakumar-headshot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/21\/Sivakumar-headshot.jpg","mime":"image\/jpeg","size":602767,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/21\/Sivakumar-headshot.jpg?itok=wmqvWPB6"}}},"media_ids":["681511"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"145","name":"Engineering"},{"id":"129","name":"Institute and Campus"},{"id":"132","name":"Institute Leadership"},{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[{"id":"193658","name":"Commercialization"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:swundersmith3@gatech.edu\u0022\u003EShelley Wunder-Smith\u003C\/a\u003E\u003Cbr\u003EDirector of Research Communications\u003C\/p\u003E","format":"limited_html"}],"email":["swundersmith3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693397":{"#nid":"693397","#data":{"type":"news","title":"How Much Rain Can a Hurricane Make, and Does the Storm Size\u00a0Matter?","body":[{"value":"\u003Cdiv class=\u0022theconversation-article-body\u0022\u003E\u003Cblockquote\u003E\u003Cp\u003E\u003Cstrong\u003EHow much rain can a hurricane make, and how much do big versus small hurricanes make? \u2013 Naarah, age 8, Pittsburgh\u003C\/strong\u003E\u003C\/p\u003E\u003C\/blockquote\u003E\u003Chr\u003E\u003Cp\u003EHurricanes can produce enormous amounts of rain, adding up to \u003Ca href=\u0022https:\/\/www.noaa.gov\/explainers\/explainer-understanding-hurricane-hazards\u0022\u003Etrillions of gallons of water\u003C\/a\u003E. But the big risk isn\u2019t their total amount \u2013 it\u2019s how much rain falls on each location.\u003C\/p\u003E\u003Cp\u003EOne town in Texas got \u003Ca href=\u0022https:\/\/www.nhc.noaa.gov\/data\/tcr\/AL092017_Harvey.pdf\u0022\u003Eover 60 inches (152 centimeters) of rain\u003C\/a\u003E from Hurricane Harvey over five days in 2017. That means empty swimming pools there would have filled with rainwater 5 feet (1.5 meters) deep. Hurricane Lane \u003Ca href=\u0022https:\/\/www.nhc.noaa.gov\/data\/tcr\/EP142018_Lane.pdf\u0022\u003Edumped 58 inches (147 centimeters) of rain on Kahuna Falls, Hawaii\u003C\/a\u003E, the following year.\u003C\/p\u003E\u003Cp\u003ESo, what causes that much rain, and does the size of the storm matter?\u003C\/p\u003E\u003Cp\u003EI\u2019m an \u003Ca href=\u0022https:\/\/handlos.eas.gatech.edu\/about-me-2\/\u0022\u003Eatmospheric scientist who teaches\u003C\/a\u003E college students about weather at Georgia Tech. Let\u2019s take a look at where a hurricane\u2019s rainfall comes from and some of the questions about hurricanes and their rainfall that scientists are still trying to answer.\u003C\/p\u003E\u003Ch2\u003EFirst, What Goes Into Creating a Hurricane?\u003C\/h2\u003E\u003Cp\u003EA few ingredients are needed \u003Ca href=\u0022https:\/\/oceanservice.noaa.gov\/facts\/how-hurricanes-form.html\u0022\u003Efor a hurricane to form\u003C\/a\u003E: A tropical thunderstorm complex, lots of moisture in the air, \u003Ca href=\u0022https:\/\/theconversation.com\/what-is-wind-shear-an-atmospheric-scientist-explains-how-it-can-tear-apart-hurricanes-and-why-el-nino-ramps-it-up-213527\u0022\u003Ewinds that don\u2019t change speed much with height\u003C\/a\u003E, and warm sea surface waters below.\u003C\/p\u003E\u003Cp\u003EThe water temperature is very important.\u003C\/p\u003E\u003Cfigure class=\u0022align-center zoomable\u0022\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/images.theconversation.com\/files\/764927\/original\/file-20261008-60-o5ms7o.png?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=1000\u0026amp;fit=clip\u0022 aria-label=\u0022Zoomable image\u0022\u003E\u003Cimg alt=\u0022A map shows water temperatures very warm in the Gulf.\u0022 src=\u0022https:\/\/images.theconversation.com\/files\/764927\/original\/file-20261008-60-o5ms7o.png?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;fit=clip\u0022 srcset=\u0022https:\/\/images.theconversation.com\/files\/764927\/original\/file-20261008-60-o5ms7o.png?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=352\u0026amp;fit=crop\u0026amp;dpr=1 600w, https:\/\/images.theconversation.com\/files\/764927\/original\/file-20261008-60-o5ms7o.png?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=352\u0026amp;fit=crop\u0026amp;dpr=2 1200w, https:\/\/images.theconversation.com\/files\/764927\/original\/file-20261008-60-o5ms7o.png?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=352\u0026amp;fit=crop\u0026amp;dpr=3 1800w, https:\/\/images.theconversation.com\/files\/764927\/original\/file-20261008-60-o5ms7o.png?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=443\u0026amp;fit=crop\u0026amp;dpr=1 754w, https:\/\/images.theconversation.com\/files\/764927\/original\/file-20261008-60-o5ms7o.png?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=443\u0026amp;fit=crop\u0026amp;dpr=2 1508w, https:\/\/images.theconversation.com\/files\/764927\/original\/file-20261008-60-o5ms7o.png?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=443\u0026amp;fit=crop\u0026amp;dpr=3 2262w\u0022 sizes=\u0022(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px\u0022\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cfigcaption\u003E\u003Cspan class=\u0022caption\u0022\u003ESea surface temperatures on Oct. 6, 2026, show the very warm water in the western Gulf of Mexico, where a tropical storm grew into Hurricane Isaias the following day. Water that is over 80 degrees Fahrenheit (26.5 degrees Celsius) can fuel hurricanes.\u003C\/span\u003E \u003Ca class=\u0022source\u0022 href=\u0022https:\/\/coralreefwatch.noaa.gov\/data_current\/5km\/v3.1_op\/daily\/png\/coraltemp_v3.1_west_current.png\u0022\u003E\u003Cspan class=\u0022attribution\u0022\u003ENOAA\u003C\/span\u003E\u003C\/a\u003E\u003C\/figcaption\u003E\u003C\/figure\u003E\u003Cp\u003EThe magic number for surface water temperature to be able to fuel a hurricane is \u003Ca href=\u0022https:\/\/oceantoday.noaa.gov\/fuelforthestorm\/\u0022\u003Eat least 80 degrees Fahrenheit\u003C\/a\u003E (26.5 degrees Celsius). At that temperature and above, the \u003Ca href=\u0022https:\/\/www.youtube.com\/watch?v=wPDoIrGUrEc\u0022\u003Ewarm ocean water evaporates into the air\u003C\/a\u003E, changing from liquid to vapor. As it makes that change, it provides energy to fuel the storm and also adds moisture to the atmosphere that eventually falls as rain.\u003C\/p\u003E\u003Cp\u003EWhen a hurricane moves over warm water, especially when the warm water extends many feet below the surface, the storm \u003Ca href=\u0022https:\/\/ocean.si.edu\/planet-ocean\/waves-storms-tsunamis\/where-do-hurricanes-get-their-strength\u0022\u003Epulls in even more energy and moisture\u003C\/a\u003E.\u003C\/p\u003E\u003Ch2\u003EWhat Affects Hurricane Size and Rainfall?\u003C\/h2\u003E\u003Cp\u003EThis is one of the many questions about hurricanes that atmospheric scientists are working on.\u003C\/p\u003E\u003Cp\u003EThe average hurricane is \u003Ca href=\u0022https:\/\/www.weather.gov\/source\/zhu\/ZHU_Training_Page\/tropical_stuff\/hurricane_anatomy\/hurricane_anatomy.html\u0022\u003Eabout 300 miles (482 kilometers) wide\u003C\/a\u003E, but hurricanes \u2013 or typhoons, as they\u2019re called in the western Pacific of the Northern Hemisphere \u2013 can be much bigger or smaller.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.britannica.com\/event\/Typhoon-Tip\u0022\u003ESuper Typhoon Tip\u003C\/a\u003E in 1979 grew to half the size of the lower 48 U.S. states. It had a radius of about 690 miles (1,110 kilometers), measured from the center of the storm to its outer edges, meaning it was 1,380 miles (2,222 kilometers) wide. Tropical Storm Marco\u2019s gale-force winds in 2008, in comparison, had a radius of 11.5 miles (18.5 kilometers), meaning it was about 23 miles (37 kilometers) across \u2013 not much larger than New York City.\u003C\/p\u003E\u003Cfigure class=\u0022align-center zoomable\u0022\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/images.theconversation.com\/files\/765070\/original\/file-20261008-60-xnkf21.png?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=1000\u0026amp;fit=clip\u0022 aria-label=\u0022Zoomable image\u0022\u003E\u003Cimg alt=\u0022A map shows the difference in size between the largest tropical storm, Tip, which took up half the Lower 48 states, and Marcos, which was about the size of New York City.\u0022 src=\u0022https:\/\/images.theconversation.com\/files\/765070\/original\/file-20261008-60-xnkf21.png?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;fit=clip\u0022 srcset=\u0022https:\/\/images.theconversation.com\/files\/765070\/original\/file-20261008-60-xnkf21.png?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=407\u0026amp;fit=crop\u0026amp;dpr=1 600w, https:\/\/images.theconversation.com\/files\/765070\/original\/file-20261008-60-xnkf21.png?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=407\u0026amp;fit=crop\u0026amp;dpr=2 1200w, https:\/\/images.theconversation.com\/files\/765070\/original\/file-20261008-60-xnkf21.png?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=407\u0026amp;fit=crop\u0026amp;dpr=3 1800w, https:\/\/images.theconversation.com\/files\/765070\/original\/file-20261008-60-xnkf21.png?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=511\u0026amp;fit=crop\u0026amp;dpr=1 754w, https:\/\/images.theconversation.com\/files\/765070\/original\/file-20261008-60-xnkf21.png?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=511\u0026amp;fit=crop\u0026amp;dpr=2 1508w, https:\/\/images.theconversation.com\/files\/765070\/original\/file-20261008-60-xnkf21.png?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=511\u0026amp;fit=crop\u0026amp;dpr=3 2262w\u0022 sizes=\u0022(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px\u0022\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cfigcaption\u003E\u003Cspan class=\u0022caption\u0022\u003EHow the largest tropical cyclone in recorded history and the smallest compare. It\u2019s quite a difference!\u003C\/span\u003E \u003Ca class=\u0022source\u0022 href=\u0022https:\/\/www.noaa.gov\/jetstream\/tropical\/tropical-cyclone-introduction\/tropical-cyclone-structure\u0022\u003E\u003Cspan class=\u0022attribution\u0022\u003ENOAA\u003C\/span\u003E\u003C\/a\u003E\u003C\/figcaption\u003E\u003C\/figure\u003E\u003Cp\u003EIn 2025, scientists published a study showing that hurricane size appears to be \u003Ca href=\u0022https:\/\/doi.org\/10.1073\/pnas.2424385122\u0022\u003Einfluenced by how warm the ocean water is\u003C\/a\u003E compared to its usual temperature that time of year. So, if a hurricane moves over water that is much warmer than normal, it tends to grow in size rapidly as well as growing in strength.\u003C\/p\u003E\u003Cp\u003EA recent hurricane that was very large in size was the extremely destructive \u003Ca href=\u0022https:\/\/www.nhc.noaa.gov\/data\/tcr\/AL092024_Helene.pdf\u0022\u003EHurricane Helene in 2024\u003C\/a\u003E. As Helene moved over water near Florida that was \u003Ca href=\u0022https:\/\/www.earthdata.nasa.gov\/learn\/data-in-action\/warm-waters-gulf-america-helped-fuel-hurricane-helene\u0022\u003Emuch warmer than normal for late September\u003C\/a\u003E, it picked up lots of moisture that it carried all the way to the mountains of North Carolina. Several days of rain from the storm caused \u003Ca href=\u0022https:\/\/theconversation.com\/how-hurricane-helene-became-a-deadly-disaster-across-six-states-240522\u0022\u003Ecatastrophic flooding\u003C\/a\u003E there.\u003C\/p\u003E\u003Cfigure class=\u0022align-center zoomable\u0022\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/images.theconversation.com\/files\/764917\/original\/file-20261008-50-ilhmq0.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=1000\u0026amp;fit=clip\u0022 aria-label=\u0022Zoomable image\u0022\u003E\u003Cimg alt=\u0022A satellite image of a very large Hurricane Helene hitting the Florida Gulf coast.\u0022 src=\u0022https:\/\/images.theconversation.com\/files\/764917\/original\/file-20261008-50-ilhmq0.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;fit=clip\u0022 srcset=\u0022https:\/\/images.theconversation.com\/files\/764917\/original\/file-20261008-50-ilhmq0.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=337\u0026amp;fit=crop\u0026amp;dpr=1 600w, https:\/\/images.theconversation.com\/files\/764917\/original\/file-20261008-50-ilhmq0.jpg?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=337\u0026amp;fit=crop\u0026amp;dpr=2 1200w, https:\/\/images.theconversation.com\/files\/764917\/original\/file-20261008-50-ilhmq0.jpg?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=337\u0026amp;fit=crop\u0026amp;dpr=3 1800w, https:\/\/images.theconversation.com\/files\/764917\/original\/file-20261008-50-ilhmq0.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=424\u0026amp;fit=crop\u0026amp;dpr=1 754w, https:\/\/images.theconversation.com\/files\/764917\/original\/file-20261008-50-ilhmq0.jpg?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=424\u0026amp;fit=crop\u0026amp;dpr=2 1508w, https:\/\/images.theconversation.com\/files\/764917\/original\/file-20261008-50-ilhmq0.jpg?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=424\u0026amp;fit=crop\u0026amp;dpr=3 2262w\u0022 sizes=\u0022(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px\u0022\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cfigcaption\u003E\u003Cspan class=\u0022caption\u0022\u003EA satellite image shows Hurricane Helene making landfall on Sept. 26, 2024, near Perry, Fla. The storm carried a lot of water far inland, causing flooding in the North Carolina mountains.\u003C\/span\u003E \u003Ca class=\u0022source\u0022 href=\u0022https:\/\/www.nesdis.noaa.gov\/news\/hurricane-helene-makes-landfall-florida\u0022\u003E\u003Cspan class=\u0022attribution\u0022\u003ENOAA National Environmental Satellite, Data, and Information Service\u003C\/span\u003E\u003C\/a\u003E\u003C\/figcaption\u003E\u003C\/figure\u003E\u003Cp\u003EBut don\u2019t count the small hurricanes out.\u003C\/p\u003E\u003Cp\u003EJust because a hurricane is small, that does not mean that it won\u2019t have a big impact.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.nhc.noaa.gov\/1992andrew.html\u0022\u003EHurricane Andrew in 1992\u003C\/a\u003E was destructive yet small. Its \u003Ca href=\u0022https:\/\/www.nps.gov\/articles\/tropical-storms.htm\u0022\u003Estrongest winds extended\u003C\/a\u003E only about 90 miles (150 km) from its center when it reached Miami and the Everglades. But that Category 5 hurricane is still known as one of the strongest hurricanes to hit the United States. It \u003Ca href=\u0022https:\/\/www.weather.gov\/lmk\/HurricaneAndrew30Years\u0022\u003Edestroyed more than 25,000 homes\u003C\/a\u003E.\u003C\/p\u003E\u003Cfigure class=\u0022align-center zoomable\u0022\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/images.theconversation.com\/files\/764920\/original\/file-20261008-82-vgrd99.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=1000\u0026amp;fit=clip\u0022 aria-label=\u0022Zoomable image\u0022\u003E\u003Cimg alt=\u0022A radar image showing the reach of Andrew\u0026apos;s rain bands indicates a small storm.\u0022 src=\u0022https:\/\/images.theconversation.com\/files\/764920\/original\/file-20261008-82-vgrd99.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;fit=clip\u0022 srcset=\u0022https:\/\/images.theconversation.com\/files\/764920\/original\/file-20261008-82-vgrd99.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=428\u0026amp;fit=crop\u0026amp;dpr=1 600w, https:\/\/images.theconversation.com\/files\/764920\/original\/file-20261008-82-vgrd99.jpg?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=428\u0026amp;fit=crop\u0026amp;dpr=2 1200w, https:\/\/images.theconversation.com\/files\/764920\/original\/file-20261008-82-vgrd99.jpg?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=428\u0026amp;fit=crop\u0026amp;dpr=3 1800w, https:\/\/images.theconversation.com\/files\/764920\/original\/file-20261008-82-vgrd99.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=538\u0026amp;fit=crop\u0026amp;dpr=1 754w, https:\/\/images.theconversation.com\/files\/764920\/original\/file-20261008-82-vgrd99.jpg?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=538\u0026amp;fit=crop\u0026amp;dpr=2 1508w, https:\/\/images.theconversation.com\/files\/764920\/original\/file-20261008-82-vgrd99.jpg?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=538\u0026amp;fit=crop\u0026amp;dpr=3 2262w\u0022 sizes=\u0022(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px\u0022\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cfigcaption\u003E\u003Cspan class=\u0022caption\u0022\u003EHurricane Andrew wasn\u2019t very big when it made landfall on Elliott Key, Fla., near Miami, on Aug. 24, 1992, but it was powerful and extremely destructive.\u003C\/span\u003E \u003Ca class=\u0022source\u0022 href=\u0022https:\/\/www.nhc.noaa.gov\/1992andrew.html\u0022\u003E\u003Cspan class=\u0022attribution\u0022\u003ENational Hurricane Center\u003C\/span\u003E\u003C\/a\u003E\u003C\/figcaption\u003E\u003C\/figure\u003E\u003Cp\u003EA strong storm isn\u2019t necessary for a lot of rain to fall. \u003Ca href=\u0022https:\/\/www.wpc.ncep.noaa.gov\/tropical\/rain\/allison2001.html\u0022\u003ETropical Storm Allison in 2001\u003C\/a\u003E is still one of the wettest tropical weather events in U.S. history. It caused over US$4 billion in damage in Texas alone, and it didn\u2019t even develop into a hurricane!\u003C\/p\u003E\u003Ch2\u003ESo, What Really Leads to the Highest Rainfall Totals?\u003C\/h2\u003E\u003Cp\u003EHurricanes that move slowly or nearly stop along their path usually cause the biggest rainfall problems because their rain keeps falling over the same location. The rain may be just as intense in a fast-moving hurricane, but it doesn\u2019t stick around as long.\u003C\/p\u003E\u003Cp\u003EAn example is \u003Ca href=\u0022https:\/\/www.climate.gov\/news-features\/event-tracker\/reviewing-hurricane-harveys-catastrophic-rain-and-flooding\u0022\u003EHurricane Harvey\u003C\/a\u003E, which hit southeastern Texas in late August 2017. The storm dropped an estimated \u003Ca href=\u0022https:\/\/tdem.texas.gov\/disasters\/hurricane-harvey\u0022\u003E27 trillion gallons\u003C\/a\u003E of water over the state \u2013 that\u2019s enough to fill about 40 million \u003Ca href=\u0022https:\/\/sports.yahoo.com\/deep-olympic-swimming-pool-everything-125603914.html\u0022\u003EOlympic-size swimming pools\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EWhen Harvey stalled over the Houston area, the storm kept drawing moisture from the warm waters of the Gulf. Over four days, it brought precipitation that totals as high as \u003Ca href=\u0022https:\/\/www.nhc.noaa.gov\/data\/tcr\/AL092017_Harvey.pdf\u0022\u003E60.58 inches (1.54 meters) of rain over Nederland, Texas\u003C\/a\u003E. The extreme rainfall overran the town\u2019s drainage and \u003Ca href=\u0022https:\/\/bayoubulletinnews.com\/60-inches-of-rain-what-hurricane-harvey-taught-nederland-texas\/\u0022\u003Etransformed Nederland into an island\u003C\/a\u003E.\u003C\/p\u003E\u003Cfigure class=\u0022align-center zoomable\u0022\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/images.theconversation.com\/files\/764922\/original\/file-20261008-50-7g0pqc.gif?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=1000\u0026amp;fit=clip\u0022 aria-label=\u0022Zoomable image\u0022\u003E\u003Cimg alt=\u0022A map of rainfall totals over several days shows areas around Houston receiving extremely high amounts of rain.\u0022 src=\u0022https:\/\/images.theconversation.com\/files\/764922\/original\/file-20261008-50-7g0pqc.gif?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;fit=clip\u0022 srcset=\u0022https:\/\/images.theconversation.com\/files\/764922\/original\/file-20261008-50-7g0pqc.gif?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=347\u0026amp;fit=crop\u0026amp;dpr=1 600w, https:\/\/images.theconversation.com\/files\/764922\/original\/file-20261008-50-7g0pqc.gif?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=347\u0026amp;fit=crop\u0026amp;dpr=2 1200w, https:\/\/images.theconversation.com\/files\/764922\/original\/file-20261008-50-7g0pqc.gif?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=347\u0026amp;fit=crop\u0026amp;dpr=3 1800w, https:\/\/images.theconversation.com\/files\/764922\/original\/file-20261008-50-7g0pqc.gif?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=437\u0026amp;fit=crop\u0026amp;dpr=1 754w, https:\/\/images.theconversation.com\/files\/764922\/original\/file-20261008-50-7g0pqc.gif?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=437\u0026amp;fit=crop\u0026amp;dpr=2 1508w, https:\/\/images.theconversation.com\/files\/764922\/original\/file-20261008-50-7g0pqc.gif?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=437\u0026amp;fit=crop\u0026amp;dpr=3 2262w\u0022 sizes=\u0022(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px\u0022\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cfigcaption\u003E\u003Cspan class=\u0022caption\u0022\u003EThe Houston area received extraordinarily high precipitation totals from Aug. 25 through Sept. 1, 2017, associated with Hurricane Harvey.\u003C\/span\u003E \u003Ca class=\u0022source\u0022 href=\u0022https:\/\/www.weather.gov\/lch\/2017harvey\u0022\u003E\u003Cspan class=\u0022attribution\u0022\u003ENational Weather Service, Lake Charles, La., office\u003C\/span\u003E\u003C\/a\u003E\u003C\/figcaption\u003E\u003C\/figure\u003E\u003Cp\u003EIf a storm moves fast, like \u003Ca href=\u0022https:\/\/www.weather.gov\/tae\/hurricanemichael2018\u0022\u003EHurricane Michael did in 2018\u003C\/a\u003E when it hit the Florida Panhandle, its winds and storm surge can make a big mess, but its rainfall totals will be lower.\u003C\/p\u003E\u003Cp\u003EMichael was a Category 5 hurricane \u2013 more powerful than Harvey and Helene \u2013 but its \u003Ca href=\u0022https:\/\/www.nhc.noaa.gov\/data\/tcr\/AL142018_Michael.pdf\u0022\u003Erainfall totals for locations along its path ranged from 6 to 10 inches\u003C\/a\u003E (15 to 25 centimeters) because it was moving so fast. That\u2019s still a lot of rain, but not compared to Harvey or to Helene, which dumped \u003Ca href=\u0022https:\/\/www.nhc.noaa.gov\/data\/tcr\/AL092024_Helene.pdf\u0022\u003E30 inches (76 centimeters) of rain\u003C\/a\u003E on Busick, N.C., over a few days.\u003C\/p\u003E\u003Cfigure class=\u0022align-center zoomable\u0022\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/images.theconversation.com\/files\/764924\/original\/file-20261008-50-r3t6nv.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=1000\u0026amp;fit=clip\u0022 aria-label=\u0022Zoomable image\u0022\u003E\u003Cimg alt=\u0022A satellite image showing the eye of the hurricane on the Florida coast.\u0022 src=\u0022https:\/\/images.theconversation.com\/files\/764924\/original\/file-20261008-50-r3t6nv.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;fit=clip\u0022 srcset=\u0022https:\/\/images.theconversation.com\/files\/764924\/original\/file-20261008-50-r3t6nv.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=338\u0026amp;fit=crop\u0026amp;dpr=1 600w, https:\/\/images.theconversation.com\/files\/764924\/original\/file-20261008-50-r3t6nv.jpg?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=338\u0026amp;fit=crop\u0026amp;dpr=2 1200w, https:\/\/images.theconversation.com\/files\/764924\/original\/file-20261008-50-r3t6nv.jpg?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=338\u0026amp;fit=crop\u0026amp;dpr=3 1800w, https:\/\/images.theconversation.com\/files\/764924\/original\/file-20261008-50-r3t6nv.jpg?ixlib=rb-4.1.1\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=424\u0026amp;fit=crop\u0026amp;dpr=1 754w, https:\/\/images.theconversation.com\/files\/764924\/original\/file-20261008-50-r3t6nv.jpg?ixlib=rb-4.1.1\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=424\u0026amp;fit=crop\u0026amp;dpr=2 1508w, https:\/\/images.theconversation.com\/files\/764924\/original\/file-20261008-50-r3t6nv.jpg?ixlib=rb-4.1.1\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=424\u0026amp;fit=crop\u0026amp;dpr=3 2262w\u0022 sizes=\u0022(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px\u0022\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cfigcaption\u003E\u003Cspan class=\u0022caption\u0022\u003EHurricane Michael passes over Mexico Beach, Fla., on Oct. 10, 2018. The storm moved quickly, so it brought less rainfall to each location compared to slow-moving Hurricane Harvey in Texas the previous year, but its wind and storm surge caused catastrophic damage.\u003C\/span\u003E \u003Ca class=\u0022source\u0022 href=\u0022https:\/\/www.nesdis.noaa.gov\/news\/hurricane-michael-makes-landfall\u0022\u003E\u003Cspan class=\u0022attribution\u0022\u003ENOAA NESDIS\u003C\/span\u003E\u003C\/a\u003E\u003C\/figcaption\u003E\u003C\/figure\u003E\u003Cp\u003ESo, a hurricane can be large or small in size and still have a big impact, depending on how slowly it\u2019s moving.\u003C\/p\u003E\u003Cp\u003EThere is still a lot to learn about hurricanes. Some big questions involve what\u2019s known as \u003Ca href=\u0022https:\/\/www.nhc.noaa.gov\/aboutgloss.shtml#r\u0022\u003Erapid intensification\u003C\/a\u003E. That occurs when a tropical storm\u2019s maximum wind speed increases quickly, by 30 knots (about 34.5 miles per hour or 55 kilometers per hour) or more within 24 hours.\u003C\/p\u003E\u003Cp\u003EWhen rapid intensification occurs, as happened with hurricanes Harvey, Michael and Helene before they hit land, the storm can surprise coastal residents and become catastrophic.\u003C\/p\u003E\u003Cp\u003EHurricanes of all sizes can be dangerous, so accurate forecasting well before they reach land is crucial to help people prepare for their impacts. One very important area of research that today\u2019s scientists \u2013 and future scientists \u2013 can work on is \u003Ca href=\u0022https:\/\/news.ucar.edu\/133083\/predicting-hurricane-rapid-intensification-further-advance\u0022\u003Eimproving forecasting\u003C\/a\u003E so coastal residents know what\u2019s coming and have time to prepare.\u003C\/p\u003E\u003Chr\u003E\u003Cp\u003E\u003Cem\u003EHello, curious kids! Do you have a question you\u2019d like an expert to answer? Ask an adult to send your question to \u003C\/em\u003E\u003Ca href=\u0022mailto:curiouskidsus@theconversation.com\u0022\u003E\u003Cem\u003ECuriousKidsUS@theconversation.com\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E. Please tell us your name, age and the city where you live.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EAnd since curiosity has no age limit \u2013 adults, let us know what you\u2019re wondering, too. We won\u2019t be able to answer every question, but we will do our best.\u003C\/em\u003E\u003C!-- Below is The Conversation\u0027s page counter tag. Please DO NOT REMOVE. --\u003E\u003Cimg style=\u0022border-color:!important;border-style:none;box-shadow:none !important;margin:0 !important;max-height:1px !important;max-width:1px !important;min-height:1px !important;min-width:1px !important;opacity:0 !important;outline:none !important;padding:0 !important;\u0022 src=\u0022https:\/\/counter.theconversation.com\/content\/293997\/count.gif?distributor=republish-lightbox-basic\u0022 alt=\u0022The Conversation\u0022 width=\u00221\u0022 height=\u00221\u0022 referrerpolicy=\u0022no-referrer-when-downgrade\u0022\u003E\u003C!-- End of code. If you don\u0027t see any code above, please get new code from the Advanced tab after you click the republish button. The page counter does not collect any personal data. More info: https:\/\/theconversation.com\/republishing-guidelines --\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis article is republished from \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\u0022\u003E\u003Cem\u003EThe Conversation\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E under a Creative Commons license. Read the \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/how-much-rain-can-a-hurricane-make-and-does-the-storm-size-matter-293997\u0022\u003E\u003Cem\u003Eoriginal article\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E.\u003C\/em\u003E\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"full_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EHurricanes can produce enormous amounts of rain, adding up to trillions of gallons of water. But the big risk isn\u2019t their total amount \u2013 it\u2019s how much rain falls on each location.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Hurricanes can produce enormous amounts of rain, adding up to trillions of gallons of water. But the big risk isn\u2019t their total amount \u2013 it\u2019s how much rain falls on each location."}],"uid":"27469","created_gmt":"2026-10-22 14:17:36","changed_gmt":"2026-10-22 14:22:59","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-12T00:00:00-04:00","iso_date":"2026-10-12T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681516":{"id":"681516","type":"image","title":"Hurricane Harvey dropped several feet of rain on Texas, stranding trucks, people and their pets. Scott Olson\/Getty Images","body":"\u003Cp\u003EHurricane Harvey dropped several feet of rain on Texas, stranding trucks, people and their pets. \u003Ca href=\u0022https:\/\/www.gettyimages.com\/detail\/news-photo\/people-make-their-way-out-of-a-flooded-neighborhood-after-news-photo\/840345026?phrase=hurricane%20downpour\u0026amp;adppopup=true\u0022\u003EScott Olson\/Getty Images\u003C\/a\u003E\u003C\/p\u003E","created":"1792678727","gmt_created":"2026-10-22 14:18:47","changed":"1792678727","gmt_changed":"2026-10-22 14:18:47","alt":"Hurricane Harvey dropped several feet of rain on Texas, stranding trucks, people and their pets. Scott Olson\/Getty Images","file":{"fid":"265928","name":"file-20261008-50-6qc4xk.jpg","image_path":"\/sites\/default\/files\/2026\/10\/22\/file-20261008-50-6qc4xk.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/22\/file-20261008-50-6qc4xk.jpg","mime":"image\/jpeg","size":221524,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/22\/file-20261008-50-6qc4xk.jpg?itok=yEOJpR7F"}}},"media_ids":["681516"],"related_links":[{"url":"https:\/\/theconversation.com\/how-much-rain-can-a-hurricane-make-and-does-the-storm-size-matter-293997","title":"Read This Article on The Conversation"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"},{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"}],"categories":[],"keywords":[{"id":"194974","name":"go-theconversation"}],"core_research_areas":[],"news_room_topics":[{"id":"71911","name":"Earth and Environment"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Ch5\u003EAuthor:\u003C\/h5\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/handlos.eas.gatech.edu\/\u0022\u003E\u003Cstrong\u003EZachary Handlos\u003C\/strong\u003E\u003C\/a\u003E, Senior Academic Professional and Director of Atmospheric and Oceanic Sciences B.S. Degree Program, Georgia Tech\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Ch5\u003EMedia Contact:\u003C\/h5\u003E\u003Cp\u003EShelley Wunder-Smith\u003Cbr\u003E\u003Ca href=\u0022mailto:shelley.wunder-smith@research.gatech.edu\u0022\u003Eshelley.wunder-smith@research.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693393":{"#nid":"693393","#data":{"type":"news","title":"AI Improves Diabetes Care One Decision at a Time","body":[{"value":"\u003Cp\u003EPublic health systems often face a difficult challenge when time, funding, and resources are limited: who should receive care first? These decisions are complicated further by differences in patient needs, disease progression, and social factors like access to care.\u003C\/p\u003E\u003Cp\u003EA team of computer scientists and doctors led by Georgia Tech aims to change that. Using a system of artificial intelligence (AI) models, the team can help clinicians deliver the right intervention to the right patient at the right time.\u003C\/p\u003E\u003Cp\u003ETheir system uses Restless Multi-Armed Bandit (RMAB) models. While the name is technical, the idea is simple. The RMAB framework helps decision-makers choose the best actions over time when conditions are complex and constantly changing.\u003C\/p\u003E\u003Cp\u003EThis project will tackle Type 2 Diabetes (T2D), building on previous experience expanding RMAB models to support maternal health care in India. Success on this front could lead to treating other chronic illnesses, like hypertension, heart disease, kidney disease, and mental health.\u003C\/p\u003E\u003Cp\u003ERecognizing the RMAB system\u2019s potential, the National Institutes of Health (NIH)\u0026nbsp; awarded the group an R01 grant.\u0026nbsp;\u003Ca href=\u0022mailto:https:\/\/reporter.nih.gov\/search\/Dar1PemdxE2k-lko4bhfMQ\/project-details\/11418002\u0022\u003EThe award will fund the project\u003C\/a\u003E with $1.2 million through 2029.\u003C\/p\u003E\u003Cp\u003E\u201cOur goal is to address the immense challenge of allocating limited health intervention resources in optimal ways,\u201d said\u0026nbsp;\u003Ca href=\u0022mailto:https:\/\/guaguakai.com\/\u0022\u003EKai Wang\u003C\/a\u003E, an assistant professor in the School of Computational Science and Engineering (\u003Ca href=\u0022mailto:https:\/\/cse.gatech.edu\/\u0022\u003ECSE\u003C\/a\u003E).\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cBy leveraging rich contextual data and accounting for social determinants, we envision RMAB models that empower health centers to customize interventions to individual patient profiles. Ultimately, this advances precision medicine and ensures equitable healthcare access for diverse populations.\u201d\u003C\/p\u003E\u003Cp\u003ET2D is a diabetes condition where the body resists insulin or doesn\u2019t produce enough to regulate blood sugar levels. Left unmanaged, high blood sugar leads to severe health problems like heart disease and stroke, damage to organs like eyes and kidneys, nerve damage, infections, and ulcers.\u003C\/p\u003E\u003Cp\u003ET2D is challenging to treat because patients have different ages, genetics, lifestyles, and body composition, all of which affect the progress of the disease. Social factors, like transportation and family support, matter just as much as biology to treat the disease.\u003C\/p\u003E\u003Cp\u003EFor these reasons, patients who get the same medications may get very different results. While treatment plans now incorporate new GLP-1 drugs, they remain expensive and difficult to distribute equitably.\u003C\/p\u003E\u003Cp\u003E\u201cDiabetes is a great example of a complicated, multi-faceted problem. It is a natural playground for the kind of high-dimensional machine learning algorithms we want to build and deploy,\u201d said School of CSE Professor\u0026nbsp;\u003Ca href=\u0022mailto:https:\/\/faculty.cc.gatech.edu\/~badityap\/\u0022\u003EB. Aditya Prakash\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cAs a chronic disease, diabetes also creates opportunities for sequential decision-making. Providers are not making just one decision to treat the condition, but rather a series of decisions over time.\u201d\u003C\/p\u003E\u003Cp\u003ETrue to its multi-armed name, the team\u2019s framework applies RMAB models across three different thrusts.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EContextual RMABs use patient histories, biomarkers, demographics, and other data to predict how each individual will respond to an intervention. These models directly provide personalized, data-driven treatments.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBy incorporating patient-specific information, contextual RMAB models can help healthcare providers prioritize the most timely interventions. The goal is to improve patient outcomes while making more efficient use of limited healthcare resources.\u003C\/p\u003E\u003Cp\u003ENext, the group wants to understand social life and community influence in public health. Families and social networks shape how people manage chronic health conditions.\u003C\/p\u003E\u003Cp\u003ENetwork RMABs study and account for the role of social factors in health interventions. For example, the models can recognize when one patient responds better to treatment than others through benefits of their social circle.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMore broadly, hospitals, clinics, government agencies, and nonprofit organizations often share responsibility for the same population in an area. Sometimes, they even compete for the same medications or funding.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMulti-agent RMABs are the third glass of models aimed at decentralized health systems to make fairer decisions. These tools examine how to coordinate resources and decisions between stakeholders. This in turn leads to policies that encourage cooperation and equitable resource distribution.\u003C\/p\u003E\u003Cp\u003E\u201cI feel extremely confident in RMABs because we have already seen these frameworks deliver real-world impact,\u201d Wang said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cPrior success has proven the value of data-driven decision-making under resource constraints, giving us a strong blueprint to effectively address the nuances and complexities of diabetes.\u201d\u003C\/p\u003E\u003Cp\u003EWang previously built RMAB models to expand maternal healthcare for women in India. Working in conjunction with the non-profit organization ARMMAN, the models used healthcare information to identify and reach the most vulnerable populations.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBy integrating RMAB models into ARMMAN mobile health technology, the partnership has reached over 350,000\u0026nbsp;mothers. This further led to a 31% improvement in engagement with health information.\u003C\/p\u003E\u003Cp\u003ECompared to maternal healthcare, diabetes is a more nuanced disease with differing causes, symptoms, and treatments. This requires a team effort spanning institutions and backgrounds. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDr. \u003Cstrong\u003ESara Cromer\u003C\/strong\u003E\u0026nbsp;is an endocrinologist at Massachusetts General Hospital (MGH). Experienced diagnosing and treating diabetes, she has studied how social issues and equity influences the disease. MGH will provide much of the patient data to train the RMAB models.\u003C\/p\u003E\u003Cp\u003EAssociate Professor\u0026nbsp;\u003Ca href=\u0022mailto:https:\/\/sites.google.com\/stonybrook.edu\/jianli\u0022\u003EJian Li\u003C\/a\u003E studies reinforcement learning at Stony Brook University. His expertise in applying reinforcement learning for resource allocation plays a key part tailoring models for the T2D problem. Wang and Li have previously worked together on RMAB research.\u003C\/p\u003E\u003Cp\u003EPrakash is an expert in computational epidemiology at Georgia Tech. He has led substantial contributions to the use of AI for networks to predict outbreaks and track disease spread. This experience has led to collaborations with NIH, the Centers for Disease Control and Prevention (CDC), National Science Foundation, and others.\u003C\/p\u003E\u003Cp\u003E\u201cThis project speaks to the interdisciplinary problem-solving we try to achieve in CSE. Despite having different backgrounds, our interest in applying our strengths to real-world healthcare problems unites us together,\u201d Prakash said.\u003C\/p\u003E\u003Cp\u003E\u201cThese problems require experts from all sides. Without computational scientists, we can\u2019t take advantage of available data. We lean on clinical experts to provide the data and expertise needed to guide our methods and make sense of results. Ultimately, these approaches need to be clinically validated if we want to make real-world progress.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EPublic health systems often face a difficult challenge when time, funding, and resources are limited: who should receive care first? These decisions are complicated further by differences in patient needs, disease progression, and social factors like access to care.\u003C\/p\u003E\u003Cp\u003EA team of computer scientists and doctors led by Georgia Tech aims to change that. Using a system of artificial intelligence (AI) models, the team can help clinicians deliver the right intervention to the right patient at the right time.\u003C\/p\u003E\u003Cp\u003ETheir system uses Restless Multi-Armed Bandit (RMAB) models. While the name is technical, the idea is simple. The RMAB framework helps decision-makers choose the best actions over time when conditions are complex and constantly changing.\u003C\/p\u003E\u003Cp\u003EThis project will tackle Type 2 Diabetes (T2D), building on previous experience expanding RMAB models to support maternal health care in India. Success on this front could lead to treating other chronic illnesses, like hypertension, heart disease, kidney disease, and mental health.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of CSE researchers Kai Wang and B. Aditya Prakash are PIs of a $1.2 million NIH R01 grant to build AI models that consider individual, social, and system factors when treating patients with Type 2 Diabetes and other chronic illnesses."}],"uid":"36319","created_gmt":"2026-10-22 13:51:13","changed_gmt":"2026-10-22 14:02:32","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-22T00:00:00-04:00","iso_date":"2026-10-22T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681512":{"id":"681512","type":"image","title":"Wang-Prakash-NIH-R01-Head-Image.jpg","body":null,"created":"1792677082","gmt_created":"2026-10-22 13:51:22","changed":"1792677082","gmt_changed":"2026-10-22 13:51:22","alt":"CSE Wang Prakash NIH R01 Grant","file":{"fid":"265923","name":"Wang-Prakash-NIH-R01-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/10\/22\/Wang-Prakash-NIH-R01-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/22\/Wang-Prakash-NIH-R01-Head-Image.jpg","mime":"image\/jpeg","size":174520,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/22\/Wang-Prakash-NIH-R01-Head-Image.jpg?itok=F247Tcxl"}},"681513":{"id":"681513","type":"image","title":"RMAB-Figure-3.png","body":null,"created":"1792677124","gmt_created":"2026-10-22 13:52:04","changed":"1792677124","gmt_changed":"2026-10-22 13:52:04","alt":"CSE Wang Prakash NIH R01 Grant","file":{"fid":"265924","name":"RMAB-Figure-3.png","image_path":"\/sites\/default\/files\/2026\/10\/22\/RMAB-Figure-3.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/22\/RMAB-Figure-3.png","mime":"image\/png","size":82207,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/22\/RMAB-Figure-3.png?itok=DiMd3WJi"}}},"media_ids":["681512","681513"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"176858","name":"machine learning center"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"},{"id":"49591","name":"Diabetes"},{"id":"186687","name":"diabetes research"},{"id":"755","name":"public health"},{"id":"108101","name":"chronic disease"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693317":{"#nid":"693317","#data":{"type":"news","title":"Georgia Tech Researchers Find a Way to Reduce AI Chatbots\u2019 Reinforcement of Delusions","body":[{"value":"\u003Cp\u003EArtificial intelligence (AI) chatbots can give people a comfortable place to discuss personal thoughts and feelings. However, when a chatbot constantly agrees with a user, it can reinforce false beliefs and potentially \u003Ca href=\u0022https:\/\/www.theatlantic.com\/technology\/2025\/12\/ai-psychosis-is-a-medical-mystery\/685133\/?gift=rYkYJRkiFfFnni2r6QoYhEoKOopttUMYKvO0wk3NqmY\u0026amp;utm_source=copy-link\u0026amp;utm_medium=social\u0026amp;utm_campaign=share\u0022\u003Ecause harm\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/10.1145\/3849709\u0022\u003ENew research\u003C\/a\u003E from Georgia Tech suggests that a simple change to a chatbot\u2019s instructions could reduce that risk. The work was accepted to the \u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/10.1145\/3849709\u0022\u003EACM AI Letters\u003C\/a\u003E publication.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EResearchers \u003Cstrong\u003ELorenzo de la Loza\u003C\/strong\u003E and \u003Cstrong\u003EVijay Madisetti\u003C\/strong\u003E tested eight AI models in 1,280 experiments involving simulated conversations about delusional beliefs. They found that instructions designed to discourage excessive agreement reduced the models\u2019 confirmation of those beliefs by 73.8%. Adding a self-reflection step increased the reduction to 77%.\u003C\/p\u003E\u003Cp\u003E\u201cWe think that this paper will help AI providers and solution creators better understand how best to protect and safeguard their users from harming themselves,\u201d Madisetti said. \u201cThis may make AI safer for all of us.\u201d\u003C\/p\u003E\u003Cp\u003EAI chatbots are designed to be helpful and supportive. But that behavior can become risky when a chatbot agrees with a user\u2019s beliefs without questioning whether they reflect reality. Researchers call this behavior sycophancy.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECourtney Crooks\u003C\/strong\u003E, a principal research scientist at the \u003Ca href=\u0022https:\/\/gtri.gatech.edu\/\u0022\u003EGeorgia Tech Research Institute\u003C\/a\u003E and adjunct faculty member in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E, said chatbot conversations can have both positive and negative effects.\u003C\/p\u003E\u003Cp\u003EPeople may feel more comfortable discussing difficult thoughts with a chatbot than with another person. But if the chatbot always agrees, users may miss opportunities to question their beliefs or consider other points of view.\u003C\/p\u003E\u003Cp\u003EThe same behavior that makes a chatbot feel supportive, Crooks explained, can also encourage harmful patterns of thinking.\u003C\/p\u003E\u003Cp\u003EThe researchers tested instructions that told AI models not to reinforce users\u2019 beliefs simply to be agreeable. The team evaluated the models using 16 clinically derived scenarios involving delusional beliefs.\u003C\/p\u003E\u003Cp\u003EThe team also tested other safety tools, including systems designed to flag potentially harmful content. The results suggest that changing a chatbot\u2019s instructions can be an effective way to reduce excessive agreement in the scenarios tested.\u003C\/p\u003E\u003Cp\u003ECrooks called the findings a promising direction for future research combining psychology and AI safety.\u003C\/p\u003E\u003Cp\u003EThe study did not test people in clinical settings or prove that the approach prevents real-world harm. However, it offers developers a potential way to make chatbots more careful when responding to vulnerable users without building an entirely new AI model.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers found that instruction changes can reduce chatbots\u2019 reinforcement of delusional beliefs. The study suggests a practical safety measure while noting its real-world limits.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers found that instruction changes can reduce chatbots\u2019 reinforcement of delusional beliefs."}],"uid":"36253","created_gmt":"2026-10-20 14:31:00","changed_gmt":"2026-10-21 17:05:30","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-20T00:00:00-04:00","iso_date":"2026-10-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681502":{"id":"681502","type":"image","title":"AI-Chatbot.jpg","body":null,"created":"1792602258","gmt_created":"2026-10-21 17:04:18","changed":"1792602258","gmt_changed":"2026-10-21 17:04:18","alt":"A person at a computer. A little digital robot is hovering near his fingers.","file":{"fid":"265912","name":"AI-Chatbot.jpg","image_path":"\/sites\/default\/files\/2026\/10\/21\/AI-Chatbot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/21\/AI-Chatbot.jpg","mime":"image\/jpeg","size":1715464,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/21\/AI-Chatbot.jpg?itok=9cA4rhB2"}},"681478":{"id":"681478","type":"image","title":"Vijay.jpg","body":null,"created":"1792507064","gmt_created":"2026-10-20 14:37:44","changed":"1792507064","gmt_changed":"2026-10-20 14:37:44","alt":"A man in a suit speaking with two students. ","file":{"fid":"265888","name":"Vijay.jpg","image_path":"\/sites\/default\/files\/2026\/10\/20\/Vijay_0.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/Vijay_0.jpg","mime":"image\/jpeg","size":1580263,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/Vijay_0.jpg?itok=Dfwgw1z0"}}},"media_ids":["681502","681478"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693364":{"#nid":"693364","#data":{"type":"news","title":"From Lab to Field: Woodruff School Collaboration Improves Reliability of Outdoor Digital Displays ","body":[{"value":"\u003Cp\u003EA long-standing research collaboration between the \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E and Manufacturing Resources International (MRI), an Alpharetta, Georgia-based company, has given graduate students opportunities to tackle real-world engineering challenges while helping improve the performance of outdoor digital displays.\u003C\/p\u003E\u003Cp\u003EFor more than eight years, MRI, manufacturer of the \u003Ca href=\u0022https:\/\/boldvu.com\/boldvu\/\u0022\u003E\u003Cstrong\u003EBoldVu rugged outdoor displays\u003C\/strong\u003E\u003C\/a\u003E, has supported graduate research in the\u003Ca href=\u0022https:\/\/mettl.gatech.edu\/\u0022\u003E\u003Cstrong\u003E Microelectronics and Emerging Technologies Thermal Lab (METTL)\u003C\/strong\u003E\u003C\/a\u003E, led by \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/joshi\u0022\u003E\u003Cstrong\u003EYogendra Joshi\u003C\/strong\u003E\u003C\/a\u003E, John M. McKenney and Warren D. Shiver Distinguished Chair in Building Mechanical Systems. The partnership has funded multiple student thesis projects, produced several published papers, and supported engineering improvements incorporated into MRI\u2019s products.\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s been a great collaboration,\u201d Joshi said. \u201cMultiple master\u2019s students have completed their thesis projects on different challenges facing the same product line, and they\u2019ve gone on to jobs at premier companies.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/lab-field-woodruff-school-collaboration-improves-reliability-outdoor-digital-displays\u0022\u003EReady the full story on the George W. Woodruff School of Mechanical Engineering website\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA long-standing research collaboration between the \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E and Manufacturing Resources International (MRI), an Alpharetta, Georgia-based company, has given graduate students opportunities to tackle real-world engineering challenges while helping improve the performance of outdoor digital displays.\u003C\/p\u003E\u003Cp\u003EFor more than eight years, MRI, manufacturer of the \u003Ca href=\u0022https:\/\/boldvu.com\/boldvu\/\u0022\u003E\u003Cstrong\u003EBoldVu rugged outdoor displays\u003C\/strong\u003E\u003C\/a\u003E, has supported graduate research in the\u003Ca href=\u0022https:\/\/mettl.gatech.edu\/\u0022\u003E\u003Cstrong\u003E Microelectronics and Emerging Technologies Thermal Lab (METTL)\u003C\/strong\u003E\u003C\/a\u003E, led by \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/joshi\u0022\u003E\u003Cstrong\u003EYogendra Joshi\u003C\/strong\u003E\u003C\/a\u003E, John M. McKenney and Warren D. Shiver Distinguished Chair in Building Mechanical Systems. The partnership has funded multiple student thesis projects, produced several published papers, and supported engineering improvements incorporated into MRI\u2019s products.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A collaboration between Woodruff School of Mechanical Engineering and Manufacturing Resources International has helped graduate students gain research experience while improving the performance of outdoor displays."}],"uid":"36881","created_gmt":"2026-10-21 16:38:07","changed_gmt":"2026-10-21 16:44:32","author":"ttroha3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-21T00:00:00-04:00","iso_date":"2026-10-21T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681495":{"id":"681495","type":"image","title":"Digital-Display.jpg","body":null,"created":"1792600734","gmt_created":"2026-10-21 16:38:54","changed":"1792600734","gmt_changed":"2026-10-21 16:38:54","alt":"An digital display outside the Love Building ","file":{"fid":"265905","name":"Digital-Display.jpg","image_path":"\/sites\/default\/files\/2026\/10\/21\/Digital-Display.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/21\/Digital-Display.jpg","mime":"image\/jpeg","size":22650685,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/21\/Digital-Display.jpg?itok=vWVF6nd-"}},"681496":{"id":"681496","type":"image","title":"Dr.-Joshi--Mike-Brown--and-Maxium-Belinon-beside-the-display.png","body":null,"created":"1792600734","gmt_created":"2026-10-21 16:38:54","changed":"1792600734","gmt_changed":"2026-10-21 16:38:54","alt":"Left to Right: Dr. Joshi, Mike Brown and Maxium Belinon standing beside an outdoor display","file":{"fid":"265906","name":"Dr.-Joshi--Mike-Brown--and-Maxium-Belinon-beside-the-display.png","image_path":"\/sites\/default\/files\/2026\/10\/21\/Dr.-Joshi--Mike-Brown--and-Maxium-Belinon-beside-the-display.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/21\/Dr.-Joshi--Mike-Brown--and-Maxium-Belinon-beside-the-display.png","mime":"image\/png","size":10075162,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/21\/Dr.-Joshi--Mike-Brown--and-Maxium-Belinon-beside-the-display.png?itok=ksVWA1vA"}},"681497":{"id":"681497","type":"image","title":"Installig-the-Display.jpg","body":null,"created":"1792600734","gmt_created":"2026-10-21 16:38:54","changed":"1792600734","gmt_changed":"2026-10-21 16:38:54","alt":"Installing an MRI display outlive the Love Building ","file":{"fid":"265907","name":"Installig-the-Display.jpg","image_path":"\/sites\/default\/files\/2026\/10\/21\/Installig-the-Display.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/21\/Installig-the-Display.jpg","mime":"image\/jpeg","size":1381793,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/21\/Installig-the-Display.jpg?itok=DbYbNEFK"}},"681498":{"id":"681498","type":"image","title":"Maxim-Belinson-presenting-his-rsearch-at-the-InterPACK2025-conference.png","body":null,"created":"1792600734","gmt_created":"2026-10-21 16:38:54","changed":"1792600734","gmt_changed":"2026-10-21 16:38:54","alt":"Maxim Belinson presenting his research at-the InterPACK2025 conference","file":{"fid":"265908","name":"Maxim-Belinson-presenting-his-rsearch-at-the-InterPACK2025-conference.png","image_path":"\/sites\/default\/files\/2026\/10\/21\/Maxim-Belinson-presenting-his-rsearch-at-the-InterPACK2025-conference.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/21\/Maxim-Belinson-presenting-his-rsearch-at-the-InterPACK2025-conference.png","mime":"image\/png","size":4179499,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/21\/Maxim-Belinson-presenting-his-rsearch-at-the-InterPACK2025-conference.png?itok=yCdwCJJv"}}},"media_ids":["681495","681496","681497","681498"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"108731","name":"School of Mechanical Engineering"}],"categories":[{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETracie Troha\u003C\/p\u003E\u003Cp\u003ECommunications Officer\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":["ttroha3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693222":{"#nid":"693222","#data":{"type":"news","title":"NSF Award Advances Georgia Tech-Albany State Semiconductor Research","body":[{"value":"\u003Cp\u003EResearchers at Georgia Tech and Albany State University have received a $1.3 million award through the National Science Foundation\u0027s (NSF) Historically Black Colleges and Universities Excellence in Research (HBCU-EIR) program. The project will advance manufacturing methods for perovskite semiconductors, a class of materials with potential applications in solar energy, photonics, electronics, and quantum technologies. The award builds on work initially supported by \u003Ca href=\u0022https:\/\/hbcumsi.research.gatech.edu\/research-collaboration-forum\u0022\u003EGeorgia Tech\u0027s Research Collaboration Forum Seed Grant Program\u003C\/a\u003E, with additional early-stage support provided through the \u003Ca href=\u0022https:\/\/senic.gatech.edu\/catalyst\/\u0022\u003ESoutheastern Nanotechnology Infrastructure Corridor Catalyst Program\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe three-year project, \u003Cem\u003EClose-Space Sublimation for Scalable Perovskite Optoelectronics Manufacturing\u003C\/em\u003E, is led by Liqiu Zheng, assistant professor of physics at Albany State, and \u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/people\/juan-pablo-correa-baena\u0022\u003EJuan-Pablo Correa-Baena\u003C\/a\u003E, associate professor and Goizueta Junior Faculty Chair in Georgia Tech\u2019s School of Materials Science and Engineering and School of Chemistry and Biochemistry. The researchers aim to develop manufacturing approaches for perovskite thin films that could make production faster, more material-efficient, and easier to scale.\u003C\/p\u003E\u003Cp\u003EThe award also will expand Albany State\u2019s research capabilities and create hands-on learning opportunities for students at both institutions.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech launched the Research Collaboration Forum (RCF) in 2023 to bring together researchers from Georgia Tech and historically Black colleges and universities, as well as representatives from industry, federal agencies, and national laboratories. Participants develop partnerships and pursue new research opportunities.\u003C\/p\u003E\u003Cp\u003EThrough its Seed Grant Program, the forum provides early-stage funding to help teams generate preliminary results, build capacity, and compete for larger external awards. Grants have ranged from $10,000 to $50,000. The Georgia Tech-Albany State team was among the projects funded during the forum\u2019s inaugural cycle.\u003C\/p\u003E\u003Cp\u003E\u0022The RCF seed funding allowed us to establish the collaboration, generate preliminary data, and demonstrate that our teams could work effectively together,\u0022 Correa-Baena said. \u0022That initial year helped us identify the key scientific questions and provided the foundation for the new three-year, $1.3 million NSF award.\u0022\u003C\/p\u003E\u003Cp\u003EThe project reflects a central goal of the RCF: helping promising collaborations move from initial conversations to sustained research partnerships with national impact.\u003C\/p\u003E\u003Cp\u003E\u0022By bringing together Georgia Tech researchers, HBCU faculty, industry partners, and federal stakeholders, we are building research capacity, strengthening long-term collaborations, and creating pathways to larger funding opportunities,\u0022 said \u003Ca href=\u0022https:\/\/research.gatech.edu\/george-white\u0022\u003EGeorge White\u003C\/a\u003E, director of strategic partnerships at Georgia Tech.\u003C\/p\u003E\u003Cp\u003EThe award will support new thin-film manufacturing and characterization equipment at Albany State. The investment will help researchers accelerate materials discovery, build long-term research capacity, and give students access to advanced semiconductor research tools.\u003C\/p\u003E\u003Cp\u003E\u201cThis award elevates the research footprint of Southwest Georgia and recognizes Albany State\u2019s ability to contribute to nationally relevant scientific research,\u201d Zheng said. \u201cBeyond the research, it creates opportunities for students to gain experience with advanced semiconductor technologies and helps strengthen the pipeline of talent entering the semiconductor workforce.\u201d\u003C\/p\u003E\u003Cp\u003EAlbany State and Georgia Tech will jointly study thin-film growth, structure, and device performance. As part of the collaboration, Georgia Tech researchers will support Albany State as the team acquires and begins using the new equipment, sharing expertise in operation, data collection, and analysis.\u003C\/p\u003E\u003Cp\u003EStudents will receive hands-on training in thin-film deposition, X-ray characterization, solar-cell fabrication, and data analysis. The project also includes exchanges between Georgia Tech and Albany State, giving students access to research facilities, expertise, and collaborative research opportunities at both institutions.\u003C\/p\u003E\u003Cp\u003EThe research focuses on a manufacturing technique known as close-space sublimation. Researchers typically produce perovskite thin films using liquid inks. Close-space sublimation instead uses heat to transport material as vapor across a short distance. The team will investigate whether the approach can be adapted for perovskite materials, potentially enabling faster, more material-efficient, and more scalable manufacturing.\u003C\/p\u003E\u003Cp\u003EThe progression from a Research Collaboration Forum seed grant to a federally funded research project illustrates the forum\u2019s broader goal: helping Georgia Tech and HBCU researchers turn early connections into sustained collaborations that expand opportunity, strengthen research capacity, and advance discovery.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA Georgia Tech-Albany State University partnership that began with seed funding has received a $1.3 million National Science Foundation award to advance scalable perovskite semiconductor manufacturing and expand student research opportunities.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A Georgia Tech-Albany State University partnership that began with seed funding has received a $1.3 million National Science Foundation award to advance scalable perovskite semiconductor manufacturing and expand student research opportunities."}],"uid":"35272","created_gmt":"2026-10-13 18:05:53","changed_gmt":"2026-10-20 19:26:45","author":"aneumeister3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-13T00:00:00-04:00","iso_date":"2026-10-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"678431":{"id":"678431","type":"image","title":"Tech Tower","body":null,"created":"1761225409","gmt_created":"2025-10-23 13:16:49","changed":"1761225437","gmt_changed":"2025-10-23 13:17:17","alt":"Tech Tower","file":{"fid":"262454","name":"Tech_Tower.jpg","image_path":"\/sites\/default\/files\/2025\/10\/23\/Tech_Tower.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/10\/23\/Tech_Tower.jpg","mime":"image\/jpeg","size":354222,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/10\/23\/Tech_Tower.jpg?itok=tlAQR5uv"}}},"media_ids":["678431"],"groups":[{"id":"660369","name":"Matter and Systems"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194608","name":"HBCU\/MSI Partnerships"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:amelia.neumeister@research.gatech.edu\u0022\u003EAmelia Neumeister\u003C\/a\u003E | Communications Manager\u003C\/p\u003E\u003Cp\u003EThe Institute for Matter and Systems\u003C\/p\u003E","format":"limited_html"}],"email":["amelia.neumeister@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693342":{"#nid":"693342","#data":{"type":"news","title":"University Energy Institute Leaders Gather at Georgia Tech to Discuss Resilient Energy Futures","body":[{"value":"\u003Cp\u003ELeaders from university energy institutes across the country gathered at Georgia Tech Oct. 14 \u2013 15 for the \u003Ca href=\u0022https:\/\/www.ueic.org\/events\/leadership-summit-2023-5dt6d-8jbcc-dyxk6\u0022\u003E2026 University Energy Institute Leadership Collaborative (UEILC) Summit\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHosted by Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI), the annual summit brought together representatives from academia, industry, government, national laboratories, and nonprofits to discuss strengthening energy systems and preparing for a changing energy future. Topics focused on collaboration, workforce development, and strategies for building resilience amid the challenges in the energy sector.\u003C\/p\u003E\u003Cp\u003E\u0022Energy resilience requires more than technological innovation. It depends on strong partnerships across universities, industry, government, and national laboratories,\u0022 said SEI Executive Director \u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/yuanzhi-tang\u0022\u003EYuanzhi Tang\u003C\/a\u003E, who delivered the summit\u2019s opening remarks. \u0022The UEILC Summit serves as an important forum to exchange ideas, identify shared challenges, and build collaborations among energy institutes across the country. These efforts are essential to strengthening energy systems and preparing the workforce that will support them.\u0022\u003C\/p\u003E\u003Cp\u003EFollowing Tang, \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/timothy-charles-lieuwen\u0022\u003ETim Lieuwen\u003C\/a\u003E, Georgia Tech\u0027s interim president and executive vice president for Research, delivered a keynote address on academia\u0027s role in advancing a resilient energy future. Lieuwen emphasized the unique role of universities as trusted conveners and honest brokers, bringing together stakeholders with diverse perspectives to navigate an evolving energy ecosystem.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EA fireside chat featuring \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/michael-caravaggio\/\u0022\u003EMike Caravaggio\u003C\/a\u003E of EPRI, \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/stephanie-gossman-a898b717\/?isSelfProfile=false\u0022\u003EStephanie Gossman\u003C\/a\u003E of Georgia Power, and Tang explored how artificial intelligence, data center expansion, and rising electricity demand are reshaping the energy landscape. The speakers also discussed how their organizations are working to strengthen grid reliability, expand infrastructure, and support a reliable energy future.\u003C\/p\u003E\u003Cp\u003EFounded with support from \u003Ca href=\u0022https:\/\/sloan.org\/\u0022\u003Ethe Alfred P. Sloan Foundation\u003C\/a\u003E to strengthen collaboration among university energy institutes, the \u003Ca href=\u0022https:\/\/www.ueic.org\/\u0022\u003EUniversity Energy Institute Leadership Collaborative\u003C\/a\u003E provides a forum for advancing energy research, education, and engagement.\u003C\/p\u003E\u003Cp\u003E\u201cA systems approach to today\u2019s energy challenges \u2014 where academia, industry, and government collaborate to provide many perspectives on a problem \u2014 can only happen if there is a venue and a community where these discussions can safely take place,\u201d says\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.cmu.edu\/directory\/bios\/tkacik-daniel.html\u0022\u003EDaniel Tkacik\u003C\/a\u003E, executive director of Carnegie Mellon\u2019s Scott Institute for Energy Innovation as well as the principal investigator of the Sloan Foundation grant that supports the UEILC. \u201cThis summit continues to provide that valuable venue for collaboration, and we are grateful to our generous hosts at Georgia Tech.\u201d\u003C\/p\u003E\u003Cp\u003EThe summit theme, Expanding Collaborations for Resilient Energy Futures, framed discussions on regional energy resilience, grid vulnerabilities, geopolitical influences on energy planning, the growth of data centers, and workforce education.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022The UEILC annual summit provides an excellent opportunity for energy institute leaders from across the nation to come together and share perspectives, strengthen partnerships, and advance solutions that can help shape more resilient energy futures,\u0022 said \u003Ca href=\u0022mailto:https:\/\/energy.gatech.edu\/people\/christine-conwell\u0022 target=\u0022_blank\u0022 title=\u0022mailto:https:\/\/energy.gatech.edu\/people\/christine-conwell\u0022\u003EChristine Conwell\u003C\/a\u003E, director of planning and operations at SEI. \u0022The conversations over the course of the summit reinforced the importance of cross-sector partnerships in creating new opportunities for innovation.\u0022\u003C\/p\u003E\u003Cp\u003EConversations and networking opportunities provided a broader understanding of how different regions are strengthening energy resilience, addressing emerging threats to power infrastructure, adapting to geopolitical and economic shifts, and preparing for increased electricity demand driven by artificial intelligence and data centers.\u003C\/p\u003E\u003Cp\u003E\u0022It was exciting to see so many diverse perspectives united by a common goal of building more resilient energy systems,\u0022 said \u003Ca href=\u0022mailto:https:\/\/people.research.gatech.edu\/jordann-britt\u0022\u003EJordann Britt\u003C\/a\u003E, SEI program manager and a UEILC Bridge-Builder Fellow.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBritt helped organize the summit as part of the \u003Ca href=\u0022https:\/\/www.ueic.org\/bridgebuilder-fellows\u0022\u003EUEILC Bridge-Builder Fellows Program,\u003C\/a\u003E which supports emerging leaders in the university energy community.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELeaders from university energy institutes across the country gathered at Georgia Tech Oct. 14 \u2013 15 for the \u003Ca href=\u0022https:\/\/www.ueic.org\/events\/leadership-summit-2023-5dt6d-8jbcc-dyxk6\u0022\u003E2026 University Energy Institute Leadership Collaborative (UEILC) Summit\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHosted by Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI), the annual summit brought together representatives from academia, industry, government, national laboratories, and nonprofits to discuss strengthening energy systems and preparing for a changing energy future. Topics focused on collaboration, workforce development, and strategies for building resilience amid the challenges in the energy sector.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Leaders from university energy institutes across the country gathered at Georgia Tech Oct. 14 \u2013 15 for the 2026 University Energy Institute Leadership Collaborative (UEILC) Summit. "}],"uid":"36413","created_gmt":"2026-10-20 15:51:25","changed_gmt":"2026-10-20 16:23:42","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-20T00:00:00-04:00","iso_date":"2026-10-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681487":{"id":"681487","type":"image","title":"UEILC-Day-1-27.jpg","body":"\u003Cp\u003E2026 University Energy Institute Leadership Collaborative Summit Attendees\u003C\/p\u003E","created":"1792511505","gmt_created":"2026-10-20 15:51:45","changed":"1792511505","gmt_changed":"2026-10-20 15:51:45","alt":"Group picture of the 2026 University Energy Institute Leadership Collaborative Summit Attendees","file":{"fid":"265897","name":"UEILC-Day-1-27.jpg","image_path":"\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-27.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-27.jpg","mime":"image\/jpeg","size":13968014,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/UEILC-Day-1-27.jpg?itok=9TTKfGoP"}},"681488":{"id":"681488","type":"image","title":"UEILC-Day-1-10.jpg","body":"\u003Cp\u003EUniversity Energy Institute Leadership Collaborative\u0027s Bridge-Builder Fellows at the 2026 Annual Summit\u003C\/p\u003E","created":"1792511589","gmt_created":"2026-10-20 15:53:09","changed":"1792511589","gmt_changed":"2026-10-20 15:53:09","alt":"University Energy Institute Leadership Collaborative\u0027s Bridge-Builder Fellows (2026-2027)","file":{"fid":"265898","name":"UEILC-Day-1-10.jpg","image_path":"\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-10.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-10.jpg","mime":"image\/jpeg","size":14074063,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/UEILC-Day-1-10.jpg?itok=jbkoJns4"}},"681489":{"id":"681489","type":"image","title":"UEILC-Day-1-08.jpg","body":"\u003Cp\u003EJordann Britt, Program Manager at the Strategic Energy Institute participates in a discussion panel featuring Bridge-Builder Fellows at the 2026 UEILC Annual Summit\u003C\/p\u003E","created":"1792511740","gmt_created":"2026-10-20 15:55:40","changed":"1792511740","gmt_changed":"2026-10-20 15:55:40","alt":"Jordann Britt, Strategic Energy Institute Program Manager participates in a panel of Bridge-Builder Fellows at the 2026 UEILC Annual Summit","file":{"fid":"265899","name":"UEILC-Day-1-08.jpg","image_path":"\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-08.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/UEILC-Day-1-08.jpg","mime":"image\/jpeg","size":13399442,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/UEILC-Day-1-08.jpg?itok=tuU6l6OI"}}},"media_ids":["681487","681488","681489"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"},{"id":"660398","name":"Sustainability Hub"}],"categories":[{"id":"144","name":"Energy"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:priya.devarajan@research.gatech.edu\u0022\u003EPriya Devarajan\u003C\/a\u003E || SEI Communications Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693319":{"#nid":"693319","#data":{"type":"news","title":"Georgia Tech Partners With Panama to Chart National AI Strategy","body":[{"value":"\u003Cp\u003EPanama has launched its \u003Ca href=\u0022https:\/\/aipanama.gob.pa\/assets\/docs\/EN-2-Panama-AI-Strategy.pdf?v=5\u0022\u003ENational Artificial Intelligence Strategy\u003C\/a\u003E, a 10-year road map designed to strengthen the country\u2019s position in artificial intelligence (AI) and advance its broader digital transformation.\u003C\/p\u003E\u003Cp\u003EThe strategy, announced in July 2026 as part of Panama\u2019s National Agenda on Advanced Technologies, was developed through a partnership between \u003Ca href=\u0022https:\/\/www.senacyt.gob.pa\/en\/\u0022\u003EPanama\u2019s National Secretariat of Science, Technology, and Innovation\u003C\/a\u003E (SENACYT) and \u003Ca href=\u0022https:\/\/ai.gatech.edu\/techai\u0022\u003ETech AI\u003C\/a\u003E, Georgia Tech\u2019s AI solutions developer. The effort brought together leaders from government, academia, industry, and civil society.\u003C\/p\u003E\u003Cp\u003EThe strategy identifies priorities for AI across economic development, workforce preparation, digital infrastructure, governance, research, and international collaboration.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/people.research.gatech.edu\/pascal-van-hentenryck\u0022\u003EPascal Van Hentenryck\u003C\/a\u003E, the A. Russell Chandler III Chair and professor at Georgia Tech and director of the National Science Foundation (NSF) Artificial Intelligence Institute for Advances in Optimization (NSF AI4OPT), helped lead the development of the strategy.\u003C\/p\u003E\u003Cp\u003E\u201cPanama has a unique opportunity to leverage its position as a global logistics and financial hub to become a trusted leader in AI,\u201d Van Hentenryck said. \u201cThe strategy lays out what is needed to develop the talent, infrastructure, data, and institutions to support that ambition.\u201d\u003C\/p\u003E\u003Cp\u003EPanama\u2019s focus on artificial intelligence comes as the country expands its role in Latin America\u2019s technology ecosystem. The 2025 Latin American Artificial Intelligence Index classified Panama as an \u201cAdopter\u201d nation and reported a 1.47-point increase in the country\u2019s score from the previous edition.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBuilding the strategy\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EVan Hentenryck and Timothy M. Brown, interim managing director of Tech AI at Georgia Tech, authored the strategy following months of engagement with stakeholders throughout Panama.\u003C\/p\u003E\u003Cp\u003EThe process included workshops, interviews, and a nationwide survey that gathered input from more than 6,700 Panamanians. Government officials, researchers, industry representatives, educators, and community members contributed perspectives on the country\u2019s opportunities and challenges.\u003C\/p\u003E\u003Cp\u003E\u201cThe strategy was shaped by what we heard from people across Panama,\u201d Brown said. \u201cThat input helped identify where AI can have the greatest impact and what Panama needs to build the capacity to use it effectively.\u201d\u003C\/p\u003E\u003Cp\u003EThe resulting framework is organized around five foundational pillars:\u003C\/p\u003E\u003Col\u003E\u003Cli data-list-item-id=\u0022e63d31f24618abcf7df45a7b2bd2eae7a\u0022\u003EGovernance and regulatory framework\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e9af6d28ca4bec8254975b48f03fb1aaf\u0022\u003EHuman talent and institutional capacity\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e41076cdcd1f7d0bcb89245621e2b7b2a\u0022\u003EData and infrastructure\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e2f99153996a8d2dcd7fd441f5cbdbd4d\u0022\u003EEthics, inclusion, and sustainability\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e8a00b3720cfffd64b33e5c82894c04a1\u0022\u003EInternational cooperation and global standards\u003C\/li\u003E\u003C\/ol\u003E\u003Cp\u003ETogether, the priorities are intended to support AI adoption across sectors including logistics, financial services, healthcare, agriculture, education, manufacturing, government services, and energy.\u003C\/p\u003E\u003Cp\u003EAt the center of the strategy is a vision for Panama to become \u201cLatin America\u2019s Trusted Hub for AI Innovation.\u201d The plan builds on the country\u2019s established role in global logistics and finance, envisioning a \u201cDigital Canal\u201d that supports the secure movement of data, technology, talent, and innovation throughout the region.\u003C\/p\u003E\u003Cp\u003EEduardo Ortega-Barr\u00eda, national secretary of science, technology, and innovation at SENACYT, said the strategy provides a foundation for Panama to participate more fully in the global AI economy.\u003C\/p\u003E\u003Cp\u003E\u201cAI is transforming economies, societies, and the way we work,\u201d Ortega-Barr\u00eda said. \u201cFor Panama, this strategy is about preparing our country to participate in that transformation while ensuring that innovation creates opportunities for our people and strengthens our competitiveness.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EConnecting research and policy\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe strategy reflects contributions from Georgia Tech researchers and experts, SENACYT leadership, policymakers, international advisers, and private-sector stakeholders. AMD also participated in the initiative.\u003C\/p\u003E\u003Cp\u003EKeith Strier, senior vice president of Global AI Markets at AMD, said international partnerships will be important as Panama develops its technology ecosystem.\u003C\/p\u003E\u003Cp\u003E\u201cPanama is building its domestic AI capabilities and infrastructure together with the United States as a strategic partner,\u201d Strier said. \u201cThis is an important moment as Panama establishes its role in the global AI ecosystem.\u201d\u003C\/p\u003E\u003Cp\u003EFor Georgia Tech, the project illustrates how the Institute\u2019s research and technical expertise can inform national-level technology planning.\u003C\/p\u003E\u003Cp\u003ERather than focusing solely on AI development, the strategy connects technical capabilities with workforce preparation, research capacity, infrastructure, entrepreneurship, cybersecurity, and responsible governance. It also calls for efforts to expand access to AI opportunities in rural and underserved communities.\u003C\/p\u003E\u003Cp\u003EVan Hentenryck said developing the strategy required understanding Panama\u2019s priorities alongside the opportunities presented by emerging technologies.\u003C\/p\u003E\u003Cp\u003E\u201cWorking on a national strategy requires bringing together different perspectives,\u201d he said. \u201cPanama has its own strengths, challenges, and ambitions, and those were essential to shaping a strategy that can work for the country.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFrom strategy to implementation\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe launch marks the beginning of the next phase: putting the strategy into action.\u003C\/p\u003E\u003Cp\u003EThe road map includes recommendations for expanding AI education and workforce training, strengthening research capacity, improving digital infrastructure and cybersecurity, establishing responsible AI governance, and creating mechanisms to support entrepreneurship and innovation.\u003C\/p\u003E\u003Cp\u003EFranklin Morales, head of the International Technical Cooperation Office at SENACYT and project lead for the AI initiative, said the strategy provides a starting point for that work.\u003C\/p\u003E\u003Cp\u003E\u201cNow this is not the end. It is not even the beginning of the end. But it is, perhaps, the end of the beginning,\u201d Morales said, quoting Winston Churchill. \u201cAfter months of work, Panama launched its National Artificial Intelligence Strategy, a vision of what this country needs to build for a new technological era.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cThe launch of the strategy is an important milestone, but the real work begins with implementation,\u201d Brown said. \u201cThe focus now is on turning these priorities into lasting capacity, developing talent, and infrastructure while supporting research, entrepreneurship, and responsible AI adoption.\u201d\u003C\/p\u003E\u003Cp\u003EFor Panama, the strategy establishes a framework for using artificial intelligence to strengthen economic competitiveness, expand opportunity, and support the country\u2019s role in an increasingly technology-driven global economy.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EGeorgia Tech AI experts partner with Panama\u2019s science, technology, and innovation agency to develop a national vision for artificial intelligence and advanced technologies.\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech AI experts partner with Panama\u2019s science, technology, and innovation agency to develop a national vision for artificial intelligence and advanced technologies."}],"uid":"36348","created_gmt":"2026-10-20 14:43:54","changed_gmt":"2026-10-20 15:01:09","author":"Breon Martin","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Panama City, Panama","dateline":{"date":"2026-10-20T00:00:00-04:00","iso_date":"2026-10-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681481":{"id":"681481","type":"image","title":"Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png","body":null,"created":"1792508311","gmt_created":"2026-10-20 14:58:31","changed":"1792508311","gmt_changed":"2026-10-20 14:58:31","alt":"Georgia Tech Partners With Panama to Chart National AI Strategy","file":{"fid":"265891","name":"Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png","image_path":"\/sites\/default\/files\/2026\/10\/20\/Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png","mime":"image\/png","size":187780,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/Georgia-Tech-Partners-With-Panama-to-Chart-National-AI-Strategy.png?itok=ahKIE0d3"}}},"media_ids":["681481"],"related_links":[{"url":"https:\/\/aipanama.gob.pa\/","title":"National AI Strategy of Panama"},{"url":"https:\/\/ai.gatech.edu\/","title":"Georgia Tech AI"},{"url":"https:\/\/www.senacyt.gob.pa\/","title":"SENACYT Panama "}],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"},{"id":"660368","name":"Tech AI (Artificial Intelligence)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[{"id":"188776","name":"go-research"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBreon Martin\u003C\/p\u003E\u003Cp\u003EGeorgia Tech AI\u003C\/p\u003E\u003Cp\u003EAI Marketing Communications Manager\u003C\/p\u003E","format":"limited_html"}],"email":["breon@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693316":{"#nid":"693316","#data":{"type":"news","title":"Georgia Tech\u2019s NSF AI Institutes Enter New Era With $38.4 Million in Renewed Support","body":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s artificial intelligence (AI) research and education efforts are entering a new phase with $38.4 million in renewed support from the U.S. National Science Foundation (NSF) for two Georgia Tech-led National AI Institutes.\u003C\/p\u003E\u003Cp\u003ENSF has awarded $20 million to renew the National AI Institute for Advances in Optimization (NSF AI4OPT) through 2031 and $18.4 million to renew the National AI Institute for Adult Learning and Online Education (NSF AI-ALOE) for a new five-year period. The awards will support research at the intersection of artificial intelligence and optimization, as well as the development of AI technologies for adult learning, higher education, and workforce development. A third Georgia Tech-led National AI Institute, the AI Institute for Collaborative Assistance and Responsive Interaction for Networked Groups (AI-CARING), will continue its research under a one-year no-cost extension.\u003C\/p\u003E\u003Cp\u003ETogether, the institutes represent a broad range of AI research at Georgia Tech, with work spanning energy systems, advanced manufacturing, education, reskilling, and workforce development.\u003C\/p\u003E\u003Cp\u003EThe renewed investments come as NSF continues to prioritize artificial intelligence, advanced research infrastructure, and development of the nation\u2019s STEM workforce.\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech has built a nationally recognized ecosystem for artificial intelligence research, education, and application,\u201d said Tim Lieuwen, interim president and executive vice president for Research at Georgia Tech. \u201cThese NSF investments recognize the strength of our researchers and the importance of advancing AI in ways that address real-world challenges. The continued support for NSF AI4OPT and NSF AI-ALOE will allow Georgia Tech researchers to push the boundaries of what AI can accomplish while preparing students, educators, and the workforce for an increasingly AI-enabled future.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAdvancing AI-Powered Decision-Making\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe $20 million renewal of NSF AI4OPT builds on five years of research at the intersection of artificial intelligence and mathematical optimization.\u003C\/p\u003E\u003Cp\u003ELed by Pascal Van Hentenryck, the A. Russell Chandler III Chair and professor in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Tech, NSF AI4OPT develops AI and optimization technologies for complex systems where decisions must be made quickly, efficiently, and under uncertainty.\u003C\/p\u003E\u003Cp\u003EIn its next phase, the institute will place greater emphasis on real-time and interactive optimization, advancing scalable, efficient, and trustworthy approaches to decision-making. Research will continue to address challenges in areas such as energy, supply chains, transportation, and advanced manufacturing.\u003C\/p\u003E\u003Cp\u003E\u201cNSF AI4OPT\u2019s first five years demonstrated the power of bringing AI and optimization together to address some of the most challenging decision-making problems facing society,\u201d said Van Hentenryck. \u201cThis renewal gives us the opportunity to build on that foundation and develop AI systems that can reason, optimize, and make decisions in real time. We are especially excited about advancing trustworthy AI for complex systems in energy, supply chains, and manufacturing, while continuing to educate the next generation of AI researchers and practitioners, starting with middle and high schoolers.\u201d\u003C\/p\u003E\u003Cp\u003ENSF AI4OPT combines artificial intelligence, mathematical optimization, and computing to create systems that support decisions in complex and dynamic environments. Its research includes applications in critical infrastructure and industry, where decisions often involve competing objectives, uncertainty, and rapidly changing conditions.\u003C\/p\u003E\u003Cp\u003EThe institute also has an education and workforce development mission, introducing AI and optimization concepts to students and educators while preparing learners for an AI-enabled workforce.\u003C\/p\u003E\u003Cp\u003E\u201cNSF AI4OPT represents exactly the kind of interdisciplinary research that Georgia Tech is positioned to lead,\u201d said Raheem Beyah, provost and executive vice president of Academic Affairs at Georgia Tech and former dean of the College of Engineering and Southern Company Chair. \u201cThe institute connects foundational advances in artificial intelligence and optimization with engineering challenges that have direct implications for our economy and society. Its continued investment in research and education strengthens Georgia Tech\u2019s ability to prepare students to lead in a rapidly changing technological landscape.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAdvancing Adaptive Expertise Through AI\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ENSF AI-ALOE\u2019s renewed $18.4\u0026nbsp;million award launches the institute\u2019s next five years of research into how artificial intelligence can transform adult learning and online education.\u003C\/p\u003E\u003Cp\u003EThe renewal builds on NSF AI-ALOE\u2019s previous work, including the development of seven AI agents and a data architecture for AI-augmented learning. Its next phase will focus on adaptive expertise, or the ability to apply and transfer learned skills to new situations.\u003C\/p\u003E\u003Cp\u003EAI-ALOE\u2019s research in Phase 2 will expand beyond traditional educational settings into workplace and vocational training, with a focus on occupational skills in areas including advanced manufacturing and data science.\u003C\/p\u003E\u003Cp\u003ENSF AI-ALOE will also build on advances in generative and agentic AI to develop AI agents that support the acquisition of complex skills across higher education and workplace environments.\u003C\/p\u003E\u003Cp\u003E\u201cNSF AI-ALOE\u2019s renewal reflects an important shift in how we think about AI and learning,\u201d said Ashok Goel, director of NSF AI-ALOE and professor of computer science and human-centered computing in the School of Interactive Computing at Georgia Tech. \u201cOur goal is not simply to use AI to deliver more content or automate instruction. We are exploring how AI can help people develop adaptive expertise, so they can transfer what they learn to new and changing situations. That has enormous implications for higher education, workforce development, and lifelong learning.\u201d\u003C\/p\u003E\u003Cp\u003EThe institute\u2019s research will examine four dimensions of AI-supported learning: scalability, personalization, transfer of learned skills, and whole-person learning. It will also advance foundational AI research in machine teaching, metacognition in AI agents, and mutual theory of mind between humans and AI agents.\u003C\/p\u003E\u003Cp\u003ENSF AI-ALOE will use the data architecture developed in Phase 1 that is capable of ingesting, standardizing, analyzing, and visualizing information generated through interactions with AI tools, learning management systems, and student information systems. Researchers will use that data to better understand how learners and instructors interact with AI and improve AI-powered learning technologies.\u003C\/p\u003E\u003Cp\u003EThe institute is also expanding partnerships with higher education institutions and industry. Its research network includes five colleges and universities and six industry partners in advanced manufacturing and related fields, creating opportunities to reach as many as 370,000 learners nationally through skilling, reskilling, and upskilling efforts.\u003C\/p\u003E\u003Cp\u003E\u201cAI is changing both what people need to learn and how they can learn it,\u201d said David Joyner, Zvi Galil PEACE Chair in the College of Computing and interim vice provost for AI in Education at Georgia Tech. \u201cNSF AI-ALOE is uniquely positioned to study that transformation at scale. Its work can help us understand how AI can support learners without replacing the human elements of education, while giving people new ways to build and apply skills throughout their lives and careers.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EContinuing AI-CARING\u2019s Research\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe renewed support for NSF AI4OPT and NSF AI-ALOE builds on Georgia Tech\u2019s broader participation in the National AI Institutes program.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech\u2019s AI-CARING Institute will continue its research under a one-year no-cost extension, allowing the institute to carry forward its research objectives and partnerships.\u003C\/p\u003E\u003Cp\u003EThe continued work of AI-CARING, alongside the renewed investments in NSF AI4OPT and NSF AI-ALOE, reflects the breadth of Georgia Tech\u2019s AI research community and its work across disciplines.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFrom AI Research to Real-World Impact\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe renewed NSF investments build on Georgia Tech\u2019s broader efforts to advance AI research, education, and application through Georgia Tech AI and Tech AI.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech AI connects Tech\u2019s AI community across research, education, and impact. Tech AI complements this work by serving as Georgia Tech\u2019s engineering and delivery arm, bringing together researchers, engineers, research software engineers, students, and technical expertise to move AI projects from early-stage concepts toward operational systems.\u003C\/p\u003E\u003Cp\u003EThis connection helps create a pathway from foundational research to technologies that can be developed, tested, and deployed in real-world settings.\u003C\/p\u003E\u003Cp\u003EFor NSF AI4OPT, that work includes AI systems that support complex decisions in critical systems and industries, from energy and manufacturing to supply chains and transportation. For NSF AI-ALOE, it includes AI technologies that help people acquire, apply, and transfer skills across classrooms, workplaces, and lifelong learning environments.\u003C\/p\u003E\u003Cp\u003ETech AI works at the application and deployment stage, partnering with researchers, industry, and public-sector organizations to develop and implement scalable AI solutions. Its work spans AI engineering and solution delivery, applied research, industry and government partnerships, workforce development, and responsible and trustworthy AI.\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech\u2019s strength in AI comes from the connections between research, talent, and application,\u201d said Timothy M. Brown, managing director of Tech AI. \u201cOur NSF AI Institutes advance research across critical areas, while Tech AI serves as Georgia Tech\u2019s engineering and delivery arm, working with industry and public-sector partners to turn AI expertise and research into deployable solutions. Together, these efforts create a pathway from AI innovation to real-world impact.\u201d\u003C\/p\u003E\u003Cp\u003ETogether with AI-CARING and Georgia Tech\u2019s broader AI research community, the institutes contribute to a universitywide effort to advance AI that is technically innovative, human-centered, and designed for meaningful impact.\u003C\/p\u003E\u003Cp\u003E\u201cAI is transforming virtually every sector, and Georgia Tech has a responsibility to help shape that transformation,\u201d Lieuwen said. \u201cThese institutes bring together some of Tech\u2019s strongest capabilities in research, education, and interdisciplinary collaboration. Their renewed support gives us an opportunity not only to advance the science of AI, but also to ensure that the benefits of these technologies reach the people, organizations, and communities that will rely on them.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbout the Georgia Institute of Technology\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe Georgia Institute of Technology, or Georgia Tech, is one of the top public research universities in the U.S., developing leaders who advance technology and improve the human condition.\u003C\/p\u003E\u003Cp\u003EThe Institute offers business, computing, design, engineering, liberal arts, and sciences degrees, as well as professional development and K-12 programs for fostering success at every stage of life. Its more than 56,000 undergraduate and graduate students represent 54 U.S. states and territories and more than 146 countries. They study at the main campus in Atlanta, at instructional sites around the world, and through distance and online learning.\u003C\/p\u003E\u003Cp\u003EAs a leading technological university, Georgia Tech is an engine of economic development for Georgia, the Southeast and the nation, conducting more than $1 billion in research annually for government, industry and society.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbout the National Science Foundation\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe U.S. National Science Foundation (NSF) is an independent federal agency that supports science and technology in all 50 states, the District of Columbia, and U.S. territories. For more than 75 years, NSF has advanced the frontiers of STEM research and innovation. To keep the United States at the leading edge of discovery, NSF funds basic and solutions-oriented research that generates new knowledge to fuel industries of the future, create world-leading technologies, and improve the lives of the American people.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ENSF AI4OPT and NSF AI-ALOE will advance AI-powered decision-making, adaptive expertise, education, and workforce development.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"NSF AI4OPT and NSF AI-ALOE will advance AI-powered decision-making, adaptive expertise, education, and workforce development."}],"uid":"36348","created_gmt":"2026-10-20 14:33:04","changed_gmt":"2026-10-20 14:37:30","author":"Breon Martin","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-20T00:00:00-04:00","iso_date":"2026-10-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681477":{"id":"681477","type":"image","title":"Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png","body":null,"created":"1792506872","gmt_created":"2026-10-20 14:34:32","changed":"1792506872","gmt_changed":"2026-10-20 14:34:32","alt":"Georgia Tech AI NSF Institute Renewal Image","file":{"fid":"265886","name":"Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png","image_path":"\/sites\/default\/files\/2026\/10\/20\/Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/20\/Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png","mime":"image\/png","size":1834414,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/20\/Georgia-Tech-AI-NSF-Institute-Renewal-Graphic.png?itok=C52r2PtB"}}},"media_ids":["681477"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"},{"id":"660368","name":"Tech AI (Artificial Intelligence)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[{"id":"194701","name":"go-resarchnews"},{"id":"192863","name":"go-ai"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBreon Martin\u003C\/p\u003E\u003Cp\u003EGeorgia Tech AI\u003C\/p\u003E\u003Cp\u003EAI Marketing Communications Manager\u003C\/p\u003E","format":"limited_html"}],"email":["breon@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693304":{"#nid":"693304","#data":{"type":"news","title":"Where Are They Now? Team Atlanta Takes AI Cybersecurity Beyond the Competition","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/team-atlanta.github.io\/\u0022\u003ETeam Atlanta\u003C\/a\u003E spent two years exploring how artificial intelligence (AI) could help identify and fix software security problems as part of the Defense Advanced Research Projects Agency (DARPA) \u003Ca href=\u0022https:\/\/sites.gatech.edu\/winningaixcc\/\u0022\u003EAI Cyber Challenge\u003C\/a\u003E (AIxCC).\u003C\/p\u003E\u003Cp\u003EAfter a grueling, world-class competition, the team \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/georgia-tech-makes-history-wins-darpa-challenge\u0022\u003Ewon\u003C\/a\u003E the $4 million first-place prize in August 2025.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe team has since disbanded. Some members have moved into the corporate world, while others continue in academia. Despite these varied paths, Team Atlanta\u2019s search for breakthrough AI cybersecurity solutions continues.\u003C\/p\u003E\u003Ch2\u003EFrom AIxCC to Microsoft\u003C\/h2\u003E\u003Cp\u003ETeam Atlanta lead \u003Cstrong\u003ETaesoo\u003C\/strong\u003E \u003Cstrong\u003EKim\u003C\/strong\u003E, principal security researcher \u003Cstrong\u003EDongkwan\u003C\/strong\u003E \u003Cstrong\u003EKim\u003C\/strong\u003E, and three other former team members joined Microsoft Security after the competition, where they continue to work on AI and cybersecurity in the \u003Ca href=\u0022https:\/\/github.com\/microsoft\/forge-lab\u0022 target=\u0022_blank\u0022\u003EFrontier Offensive Research \u0026amp; Generative Exploitation (FORGE) Lab\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe move has given the researchers an opportunity to apply concepts from AIxCC to real-world software. It has also exposed them to challenges that are difficult to replicate in a competition or research lab.\u003C\/p\u003E\u003Cp\u003EDongkwan Kim said that team members continue to share what they learned through research papers, reports, software, and benchmarks. At Microsoft, these lessons are tested against real customer code.\u003C\/p\u003E\u003Cp\u003EThis work led to \u003Ca href=\u0022https:\/\/www.microsoft.com\/en-us\/security\/blog\/2026\/05\/12\/defense-at-ai-speed-microsofts-new-multi-model-agentic-security-system-tops-leading-industry-benchmark\/\u0022\u003EMDASH\u003C\/a\u003E, Microsoft\u0027s multi-agent, multi-model system for vulnerability discovery and remediation. The system uses more than 100 AI agents to search for vulnerabilities, validate potential findings, and help develop fixes.\u003C\/p\u003E\u003Cp\u003ERather than asking a single AI model if a piece of code contains a vulnerability, MDASH can examine a problem using multiple agents. The system can also try to create an exploit to determine whether a potential vulnerability is real and reachable.\u003C\/p\u003E\u003Cp\u003EFor Dongkwan Kim and the other former Team Atlanta members at Microsoft, moving from AIxCC to MDASH showed how research can look different when applied to real software.\u003C\/p\u003E\u003Cp\u003E\u201cAIxCC was not an endpoint for Team Atlanta,\u201d he said. \u201cWe continue sharing what we learned through technical reports, papers, open artifacts, and benchmarks for vulnerability discovery and patching.\u201d\u003C\/p\u003E\u003Cp\u003EWorking with customer code introduced new challenges for the Microsoft team. The researchers had to consider security boundaries, existing development processes, how findings would be reviewed, and how vulnerabilities would be prioritized for action.\u003C\/p\u003E\u003Cp\u003EThese challenges created a new feedback loop between research and product development. The team took ideas from AIxCC, test them on real software, learn where they worked and where they fell short, and use those lessons to improve the system.\u003C\/p\u003E\u003Cp\u003EThe experience also showed that AI does not replace the need for cybersecurity experts. Human researchers are still needed to provide context, decide how to break down difficult problems, validate findings, understand attack paths, and determine the potential impact of a vulnerability.\u003C\/p\u003E\u003Cp\u003ETaesoo Kim, a professor in the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and vice president of security research at Microsoft, said the competition continues to influence the Microsoft team\u0027s work.\u003C\/p\u003E\u003Cp\u003E\u201cEvery single activity that we\u2019ve done at Microsoft was influenced by AIxCC,\u201d he said in a \u003Ca href=\u0022https:\/\/commandline.microsoft.com\/taesoo-kim-interview-mdash-security-research\/\u0022\u003E2026 interview with Microsoft\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe work has continued to grow. In 2026, Microsoft introduced \u003Ca href=\u0022https:\/\/microsoft.ai\/models\/mai-cyber-1-flash\/\u0022\u003EMAI-Cyber-1-Flash\u003C\/a\u003E, an AI model built specifically for cybersecurity and designed to work with MDASH.\u003C\/p\u003E\u003Cp\u003EThe model is designed to handle many of MDASH\u0027s tasks while allowing larger AI models to focus on harder problems. Microsoft reported that replacing 80% of the models used by MDASH with MAI-Cyber-1-Flash increased its performance on the CyberGym benchmark from 88.4% to 95.95%.\u003C\/p\u003E\u003Cp\u003EThe benchmark includes more than 1,500 examples from 188 software projects. Microsoft also reported that the new setup can achieve similar performance at half the cost of the previous MDASH configuration.\u003C\/p\u003E\u003Cp\u003E\u201cAIxCC has sparked cybersecurity innovation across the globe, from frontier AI companies to small academic labs,\u201d said Taesoo Kim. \u201cIt is an incredibly exciting time to be working in AI-driven security engineering and research, as we see AI fundamentally reshape how we find and fix vulnerabilities at scale.\u201d\u003C\/p\u003E\u003Ch2\u003EContinuing the Research at Georgia Tech\u003C\/h2\u003E\u003Cp\u003EThe AIxCC experience also continues to shape cybersecurity research at Georgia Tech.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EJiho\u003C\/strong\u003E \u003Cstrong\u003EKim\u003C\/strong\u003E, a Georgia Tech Ph.D. student who was part of Team Atlanta\u0027s research efforts, said one of the biggest lessons he\u2019s brought back to campus was learning how AI and traditional security tools can work together.\u003C\/p\u003E\u003Cp\u003EOne of these tools is fuzzing. Fuzzing tests software with large numbers of inputs to detect unexpected behavior or security problems. Large language models (LLMs), meanwhile, can reason about code and help guide the search.\u003C\/p\u003E\u003Cp\u003EDuring the AIxCC competition, the Team Atlanta combined these ideas in \u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/10.1145\/3832783.3834365\u0022\u003ECtxFuzz\u003C\/a\u003E, a system that uses an LLM to help guide fuzzing toward parts of software that may contain vulnerabilities.\u003C\/p\u003E\u003Cp\u003EThe research was submitted to the \u003Ca href=\u0022https:\/\/conf.researchr.org\/home\/ase-2026\u0022\u003EACM\/IEEE International Conference on Automated Software Engineering\u003C\/a\u003E, where it received the ACM Distinguished Paper Award.\u003C\/p\u003E\u003Cp\u003E\u201cSince AIxCC, we\u2019ve continued building on some of the core findings from our two-year journey with Team Atlanta,\u201d Jiho Kim said.\u003C\/p\u003E\u003Cp\u003E\u201cOne of the biggest lessons for us was understanding how LLMs and traditional fuzzing can work together in a mutually beneficial way, using each to overcome the limitations of the other and ultimately find more and deeper vulnerabilities.\u201d\u003C\/p\u003E\u003Cp\u003EThe researchers also wanted to make the lessons from AIxCC useful to other cybersecurity researchers.\u003C\/p\u003E\u003Cp\u003EThey created an \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/competition-community-how-team-atlantas-ai-cybersecurity-breakthrough-going-open-source\u0022\u003EOpen-Source Cyber Reasoning System Framework\u003C\/a\u003E (OSS-CRS) and CRSBench, which provides researchers and security professionals with ways to use, test, and build on technology developed through AIxCC.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019ve also been focused on making the results of AIxCC useful to the broader security community,\u201d Kim said. \u201cWe created OSS-CRS and CRSBench so that researchers and practitioners can more easily use, reproduce, and build upon the capabilities and lessons from our AIxCC work.\u201d\u003C\/p\u003E\u003Cp\u003EThe team\u0027s research has also moved beyond identifying vulnerabilities. Researchers are studying how well AI models can understand and reason about computer code.\u003C\/p\u003E\u003Cp\u003EJiho Kim and his lab mates in the \u003Ca href=\u0022https:\/\/gts3.org\/\u0022\u003ESystems Software \u0026amp; Security Lab\u003C\/a\u003E developed COIN, a benchmark designed to test how well LLMs can reason about code. The work has been accepted to the \u003Ca href=\u0022https:\/\/2026.emnlp.org\/\u0022\u003E2026 Conference on Empirical Methods in Natural Language Processing\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe Georgia Tech researchers are also developing additional benchmarks to study the various types of reasoning required for cybersecurity. They are using what they learn to create new datasets and methods for training AI models focused on cybersecurity.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re using what we learn from these benchmarks to train cybersecurity-focused models through new datasets and training methodologies,\u201d Jiho Kim said.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EPhotos by John Popham\/College of Computing\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETeam Atlanta\u2019s AI cybersecurity work has advanced from a competition victory to real-world vulnerability discovery. Former members continue this work through Microsoft products and Georgia Tech research. Microsoft\u2019s MDASH uses more than 100 AI agents for vulnerability discovery, validation, exploitation testing, and remediation; MAI-Cyber-1-Flash raised CyberGym performance from 88.4% to 95.95% while reducing costs. Georgia Tech researchers combine large language models with fuzzing through CtxFuzz, which received an ACM Distinguished Paper Award, and released OSS-CRS, CRSBench, and COIN to advance cybersecurity research.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Team Atlanta\u2019s AI cybersecurity work has advanced from a competition victory to real-world vulnerability discovery. Former members continue this work through Microsoft products and Georgia Tech research."}],"uid":"36253","created_gmt":"2026-10-19 17:56:04","changed_gmt":"2026-10-20 13:38:47","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-20T00:00:00-04:00","iso_date":"2026-10-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680033":{"id":"680033","type":"image","title":"AIxCC-2025-27-web-copy.jpg","body":null,"created":"1776880174","gmt_created":"2026-04-22 17:49:34","changed":"1776880174","gmt_changed":"2026-04-22 17:49:34","alt":"A group of people standing inside of a convention hall. 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","file":{"fid":"265877","name":"AIxCC-2025-42.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-42.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-42.jpg","mime":"image\/jpeg","size":5433378,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/AIxCC-2025-42.jpg?itok=uc5jvAL_"}},"681470":{"id":"681470","type":"image","title":"AIxCC-2025-50.jpg","body":null,"created":"1792432817","gmt_created":"2026-10-19 18:00:17","changed":"1792432817","gmt_changed":"2026-10-19 18:00:17","alt":"A man looking up at a screen with his hands clasped in front of him.","file":{"fid":"265878","name":"AIxCC-2025-50.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-50.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-50.jpg","mime":"image\/jpeg","size":2962205,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/AIxCC-2025-50.jpg?itok=ydXeVf8n"}},"681467":{"id":"681467","type":"image","title":"AIxCC-2025-05.jpg","body":null,"created":"1792432817","gmt_created":"2026-10-19 18:00:17","changed":"1792432817","gmt_changed":"2026-10-19 18:00:17","alt":"A trophy next to a virtual scoreboard. The scoreboard has virtual stats from the AIxCC competition. ","file":{"fid":"265875","name":"AIxCC-2025-05.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-05.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/AIxCC-2025-05.jpg","mime":"image\/jpeg","size":4251863,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/AIxCC-2025-05.jpg?itok=tfIiiSsD"}}},"media_ids":["680033","681466","677708","681468","681469","681470","681467"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693300":{"#nid":"693300","#data":{"type":"news","title":"Sensing Data Toolkit Helps Improve Therapy for Veterans with PTSD","body":[{"value":"\u003Cp\u003EClinical psychologists who treat post-traumatic stress disorder (PTSD) could soon gain better insight into how their patients experience triggering environments and situations outside the clinic.\u003C\/p\u003E\u003Cp\u003ECognitive behavioral therapies require patients to practice skills between sessions. Clinicians rely on retrospective patient reports to understand what happens during that time.\u003C\/p\u003E\u003Cp\u003EHowever, recall bias, selective disclosure, and difficulty remembering can render those reports subjective, incomplete, or inaccurate.\u003C\/p\u003E\u003Cp\u003EClinicians can now see sensor data on how patients\u2019 bodies react in these situations thanks to a new technology toolkit from Georgia Tech and Emory University.\u003C\/p\u003E\u003Cp\u003EA new app that syncs with a FitBit wearable device can track and record heart rate, step count, noise level, and other sensor data when patients practice prolonged exposure homework assigned by their therapists.\u003C\/p\u003E\u003Cp\u003EA web dashboard lets clinicians review that data, add notes, and track patient progress. This information helps them structure therapy sessions more effectively and accelerate patient progress.\u003C\/p\u003E\u003Cp\u003EThe toolkit is the culmination of a\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/627023\/new-12-million-nsf-grant-aims-improve-treatment-ptsd-patients\u0022\u003E$1.2 million National Science Foundation\u003C\/a\u003E grant awarded to Georgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.google.com\/view\/riarriaga\/home\u0022\u003E\u003Cstrong\u003ERosa Arriaga\u003C\/strong\u003E\u003C\/a\u003E and Emory\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/med.emory.edu\/directory\/profile\/?u=AMSHERR\u0022\u003E\u003Cstrong\u003EAndrew Sherrill\u003C\/strong\u003E\u003C\/a\u003E in 2019.\u003C\/p\u003E\u003Cp\u003EArriaga is an associate professor at Tech\u2019s School of Interactive Computing. Sherrill is an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/med.emory.edu\/departments\/psychiatry\/index.html\u0022\u003EDepartment of Psychiatry and Behavioral Sciences\u003C\/a\u003E at the\u0026nbsp;\u003Ca href=\u0022https:\/\/med.emory.edu\/\u0022\u003EEmory School of Medicine\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003ESherrill is also a practicing clinical psychologist at the Emory Healthcare Veterans Program and has worked with veterans with PTSD for more than a decade.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EArriaga and the students in her\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.google.com\/view\/riarriaga\/lab?authuser=0\u0022\u003EUbicomp Health and Wellness Lab\u003C\/a\u003E spent five years developing the toolkit, which they call the Patient Engagement Computational Sensing System (PECSS).\u003C\/p\u003E\u003Cp\u003E\u201cIt was a lot of master\u2019s students and undergrads who built the back end to the app and the dashboard,\u201d Arriaga said. \u201cIt was a lot of work and effort by a lot of students to take an idea from conception to deployment.\u201d\u003C\/p\u003E\u003Cp\u003EThe researchers originally titled the toolkit the Prolonged Exposure Collecting Sensing System, but they changed the name after realizing it could be used for other types of therapy.\u003C\/p\u003E\u003Cp\u003E\u201cThe idea is that for any therapy that has a homework component, this can bridge the gap between patient self-reporting and clinician intuition,\u201d Arriaga said.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.natswinger.com\/\u0022\u003E\u003Cstrong\u003ENathaniel Swinger,\u003C\/strong\u003E\u003C\/a\u003E a Ph.D. student in Arriaga\u2019s lab, co-led a paper on the study\u2019s results along with Ph.D. student Myeonghan Ryu. Their paper received a best paper award at the\u0026nbsp;\u003Ca href=\u0022https:\/\/cscw.acm.org\/2026\/\u0022\u003E2026 ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW).\u003C\/a\u003E Best papers are given to less than 1% of the papers published at the conference.\u003C\/p\u003E\u003Cp\u003E\u201cOur findings showed that the deployment was quite successful,\u201d Swinger said. \u201cOver 75% of the patients who incorporated PECSS into their treatment experienced a clinically significant change in symptoms. We don\u2019t know if that\u2019s causal, but there is some evidence the system worked to facilitate the process.\u201d\u003C\/p\u003E\u003Cp\u003EProlonged exposure is a method for systematically approaching trauma memories and reminders to make them safe and tolerable for patients. It is typically delivered in one-on-one therapy sessions.\u003C\/p\u003E\u003Cp\u003ESherrill said the toolkit shows promise toward enhancing prolonged exposure therapy outside of clinical settings.\u003C\/p\u003E\u003Cp\u003E\u201cProlonged exposure has been researched more than any other therapy that exists,\u201d Sherrill said. \u201cWe know it\u2019s effective, but we\u2019ve had problems for decades implementing it in the real world.\u003C\/p\u003E\u003Cp\u003E\u201cThere\u2019s a need for technology in taking what patients learn in their sessions and having them replicate it outside of the clinic.\u201d\u003C\/p\u003E\u003Cp\u003EUntil now, the impact prolonged exposure on a patient with PTSD depends on the patient\u2019s willingness to self-report the results of their homework.\u003C\/p\u003E\u003Cp\u003E\u201cThe number of potential triggers is an endless list,\u201d Sherrill said. \u201cWe want people to approach them with their guard down and not to engage in avoidance or soothing behaviors.\u201d\u003C\/p\u003E\u003Cp\u003ESherrill said most of his patients have shown interest in continuing to use the toolkit \u2014 even after therapy is no longer needed.\u003C\/p\u003E\u003Cp\u003E\u201cA system like this could reduce the frequency of sessions with a therapist,\u201d Sherrill said. \u201cWe\u2019re teaching patients to be their own therapists. This toolkit gives them a greater sense of independence.\u201d\u003C\/p\u003E\u003Cp\u003EGiven the promising results, Swinger said that ideally the next step would be a large-scale clinical trial.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re looking to better test the causal clinical impacts of the system and a more generalizable notion of efficacy,\u201d Swinger said. \u201cWe want to rigorously test it in a clinical setting for people beyond veterans with PTSD.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EClinicians can now see sensor data on how patients\u2019 bodies react in triggering environments thanks to a new technology toolkit from Georgia Tech and Emory University.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Clinicians can now see sensor data on how patients\u2019 bodies react in triggering environments thanks to a new technology toolkit from Georgia Tech and Emory University."}],"uid":"36530","created_gmt":"2026-10-19 17:24:16","changed_gmt":"2026-10-19 17:26:47","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-19T00:00:00-04:00","iso_date":"2026-10-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681463":{"id":"681463","type":"image","title":"AdobeStock_864610717.jpeg","body":null,"created":"1792430666","gmt_created":"2026-10-19 17:24:26","changed":"1792430666","gmt_changed":"2026-10-19 17:24:26","alt":"A therapist sits across from her patient who is a veteran with PTSD","file":{"fid":"265871","name":"AdobeStock_864610717.jpeg","image_path":"\/sites\/default\/files\/2026\/10\/19\/AdobeStock_864610717.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/AdobeStock_864610717.jpeg","mime":"image\/jpeg","size":139731,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/AdobeStock_864610717.jpeg?itok=gpVvUOZu"}}},"media_ids":["681463"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"693286":{"#nid":"693286","#data":{"type":"news","title":"$1.5 Million Grant Expands AI-Powered Tool to Help Older Adults Age in Place","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Cem\u003EResearchers at Georgia Tech\u0027s Center for Advanced Communications Policy will use the funding to help older adults access assistive technologies that support independent living.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EPrincipal research scientist Nathan Moon and a team of colleagues at the \u003Ca href=\u0022https:\/\/cacp.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECenter for Advanced Communications Policy\u003C\/a\u003E (CACP) in Georgia Tech\u2019s Ivan Allen College of Liberal Arts were awarded a three-year, $1.5 million grant from the National Institute on Disability, Independent Living, and Rehabilitation Research. The project is in collaboration with the \u003Ca href=\u0022https:\/\/cidi.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECenter for Inclusive Design and Innovation\u003C\/a\u003E (CIDI) in the College of Design.\u003C\/p\u003E\u003Cp\u003EThe funding will support the ACCESS for Aging Well with Assistive Technology (AT) 2.0 project, which builds on the researchers\u2019 previous work to help older adults live independently.\u003C\/p\u003E\u003Cp\u003E\u201cAs Americans continue to age and we\u0027re growing older as a society, we want to ensure that people can continue to live independently and participate in the communities of their choice,\u201d Moon said. \u201cThe tools that we have developed here are intended to do that.\u201d\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EAssistive Technology Supports Independence\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAccording to AARP, 75% of adults over 50 want to age in their homes. However, \u003Ca href=\u0022https:\/\/www.retirementliving.com\/aging-in-place\/aging-in-place-statistics\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ERetirement Living\u003C\/a\u003E reports only 10% of homes are appropriately equipped to do so. Assistive technologies can help older adults live independently longer, but finding the right solutions and learning how to access them can be difficult.\u003C\/p\u003E\u003Cp\u003EACCESS for Aging Well with AT 2.0 addresses those challenges by using machine learning, predictive analytics, and community partnerships to connect people with the tools and resources they need.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EExpanding Access and Community\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe researchers will use the funding to integrate the existing \u003Ca href=\u0022https:\/\/aging-well.cidi.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EACCESS for Aging Well website\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/www.assistive-tech.net\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eassistive technology catalog\u003C\/a\u003E into a single platform that provides assessments, recommendations, and solutions for older adults via machine learning, predictive analytics, expert insight, and state assistive technology program data.\u003C\/p\u003E\u003Cp\u003EIt will foster an active community through online discussion forums, social media, product reviews, and informational articles. The team will also analyze community discussions with AI-based tools to refine recommendations and identify new or innovative ways people may be using assistive technology.\u003C\/p\u003E\u003Cp\u003EFinally, the funding will help the researchers connect with organizations such as senior centers, rehabilitation centers, and state aging agencies to expand access to assistive technologies and meet older Americans where they are.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EEvery Dollar Spent on Assistive Technology Saves $9\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe project also supports a significant return on investment.\u003C\/p\u003E\u003Cp\u003E\u201cFor every $1 spent on assistive technology, people save $9,\u201d Moon said. \u201cAssisted living is terribly expensive. We will never replace assisted living or nursing homes, but we do want to give people the choice to age successfully in their communities of choice.\u201d\u003C\/p\u003E\u003Cp\u003EUsing technology to improve lives is a central mission of the Ivan Allen College and Georgia Tech, and researchers at CACP and CIDI collaborate across disciplines to do just that.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u0027re using AI and harnessing the cutting edge of technology to make better recommendations based on what we know, but it\u2019s not just technology for technology\u2019s sake. We put the people first and technology follows. It\u0027s there to be a support.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003EResearchers at Georgia Tech\u0027s Center for Advanced Communications Policy will use the funding to help older adults access assistive technologies that support independent living.\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers at Georgia Tech\u0027s Center for Advanced Communications Policy will use the funding to help older adults access assistive technologies that support independent living."}],"uid":"35766","created_gmt":"2026-10-19 14:37:08","changed_gmt":"2026-10-19 14:41:40","author":"dminardi3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-19T00:00:00-04:00","iso_date":"2026-10-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681459":{"id":"681459","type":"image","title":"MERCURY--6-.jpg","body":null,"created":"1792420777","gmt_created":"2026-10-19 14:39:37","changed":"1792420777","gmt_changed":"2026-10-19 14:39:37","alt":"Researchers working in Georgia Tech\u0027s Center for Advanced Communications Policy","file":{"fid":"265867","name":"MERCURY--6-.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/MERCURY--6-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/MERCURY--6-.jpg","mime":"image\/jpeg","size":1344361,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/MERCURY--6-.jpg?itok=kJTfwpt3"}}},"media_ids":["681459"],"groups":[{"id":"1281","name":"Ivan Allen College of Liberal Arts"},{"id":"1188","name":"Research Horizons"},{"id":"1289","name":"School of Public Policy"}],"categories":[{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:dminardi3@gatech.edu\u0022\u003EDi Minardi\u003C\/a\u003E\u003Cbr\u003EIvan Allen College of Liberal Arts\u003C\/p\u003E","format":"limited_html"}],"email":["diminardi@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693264":{"#nid":"693264","#data":{"type":"news","title":"When a Ship\u2019s Systems Lie, Cybersecurity Gets Complicated","body":[{"value":"\u003Cp\u003ESailors at sea rely on electronic equipment to keep ships on course and out of danger, but what happens when hackers get involved? Are the mariners equipped to handle modern cybersecurity threats like GPS spoofing?\u003C\/p\u003E\u003Cp\u003EIn a \u003Ca href=\u0022https:\/\/arxiv.org\/pdf\/2609.12810\u0022\u003Estudy\u003C\/a\u003E accepted for the 2026 \u003Ca href=\u0022https:\/\/www.sigsac.org\/ccs\/CCS2026\/index.html\u0022\u003EACM Conference on Computer and Communications Security\u003C\/a\u003E, Georgia Tech researchers interviewed 20 military sailors about their cybersecurity experiences, training, and responses to hypothetical scenarios. Their findings point to a gap between how mariners are trained to handle emergencies and how cyberattacks can compromise the systems they depend on.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe study found several gaps in how crews prepare for cyber threats:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022edf63c815360cecb04c01d6561be9a7b1\u0022\u003ETraining often misses the mark. Thirteen participants said that standard cybersecurity training was largely irrelevant to their shipboard duties, and 14 reported receiving no mission-specific cybersecurity training.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e619f896d048b6bcd034a76176e6067bb\u0022\u003EOperational technology is often overlooked. Eighteen participants said their training did not distinguish between traditional information technology and operational technology, such as navigation and propulsion systems.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e928f3fef211e61dcd97e963697bd9389\u0022\u003EObvious failures are easier to recognize. Eighteen participants said they would primarily look for visible signs of operational problems when identifying a potential cyberattack.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e1499170bf08bd8a760ed09fee3a091d7\u0022\u003ECybersecurity is often a low priority. Seventeen participants described their cybersecurity training as absent, low quality, or a low priority.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EThese gaps matter because cyberattacks can compromise a system without causing it to stop working. For example, an attacker could manipulate navigation data, leaving a crew to make decisions based on false information.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019d assume it was anything but cyber at first. It would probably take me quite some time to get to that conclusion,\u201d one participant told the researchers.\u003C\/p\u003E\u003Cp\u003EThe team examined three hypothetical scenarios: GPS spoofing, loss of propulsion control in a high-traffic area, and failure of electronic navigation systems in a congested channel at night.\u003C\/p\u003E\u003Cp\u003EIn each scenario, mariners would first focus on keeping the vessel safe, using established procedures to stabilize the ship and troubleshoot its systems. While this response is essential during an emergency, it could delay recognition of an attack if crews do not consider that the system or its data may have been compromised.\u003C\/p\u003E\u003Cp\u003EFor example, a ship navigating a narrow channel depends on accurate location information, but what happens when its navigation systems appear to work normally while a hacker manipulates that data?\u003C\/p\u003E\u003Cp\u003EAn attacker could use GPS spoofing to falsify a vessel\u2019s reported position. If the false position is close enough to the ship\u2019s actual location, a mariner might not notice anything wrong. The vessel could gradually head toward shallow water or another obstacle without triggering an obvious error or alarm.\u003C\/p\u003E\u003Cp\u003E\u201cBy the time the mariner realizes something is wrong, the ship\u2019s size and limited maneuverability could make it too late to avoid a grounding or collision,\u201d said \u003Cstrong\u003EAnna Raymaker\u003C\/strong\u003E, a Georgia Tech Ph.D. student who studies maritime security.\u003C\/p\u003E\u003Cp\u003EThe scenario illustrates a central challenge in maritime cybersecurity: An equipment failure may be easy to recognize, but a cyberattack that provides false information can be much harder to detect.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/arxiv.org\/pdf\/2609.12810\u0022\u003E\u003Cem\u003EBatten the Hatches: Cybersecurity with Military Mariners\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u0026nbsp;\u003C\/em\u003Ewas written by master\u2019s student \u003Cstrong\u003ERyan Von Brock\u003C\/strong\u003E, Raymaker, Research Scientist \u003Cstrong\u003EAnimesh Chhotaray\u003C\/strong\u003E, Associate Professors \u003Cstrong\u003EFrank Li\u003C\/strong\u003E and \u003Cstrong\u003ESaman Zonouz\u003C\/strong\u003E, and Provost \u0026amp; Executive Vice President for Academic Affairs \u003Cstrong\u003ERaheem Beyah\u003C\/strong\u003E.\u003C\/p\u003E\u003Cp\u003EThe research was conducted in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Security Lab\u003C\/a\u003E, a collaboration between the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EPhotos by Terence Rushin\/College of Computing\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EMaritime cybersecurity training leaves sailors vulnerable to attacks that manipulate ship systems without obvious failures. The Georgia Tech study identifies weaknesses in preparation and threat recognition among military mariners. Interviews with 20 military sailors found that 13 considered standard training irrelevant, while 14 lacked mission-specific cybersecurity training. Operational technology gaps affected 18 participants, and 18 said they would mainly seek visible operational problems when detecting attacks. In scenarios involving GPS spoofing and navigation or propulsion failures, crews prioritized vessel safety, but false data could delay detection and cause grounding or collision.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Maritime cybersecurity training leaves sailors vulnerable to attacks that manipulate ship systems without obvious failures. The Georgia Tech study identifies weaknesses in preparation and threat recognition among military mariners."}],"uid":"36253","created_gmt":"2026-10-16 13:29:06","changed_gmt":"2026-10-19 13:04:54","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-16T00:00:00-04:00","iso_date":"2026-10-16T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681456":{"id":"681456","type":"image","title":"Saman-Zonouz-Lab_banner.jpg","body":null,"created":"1792414735","gmt_created":"2026-10-19 12:58:55","changed":"1792414735","gmt_changed":"2026-10-19 12:58:55","alt":"A group photo of students and faculty standing around lab equipment found on a ship. ","file":{"fid":"265864","name":"Saman-Zonouz-Lab_banner.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_banner.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_banner.jpg","mime":"image\/jpeg","size":1807296,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/Saman-Zonouz-Lab_banner.jpg?itok=C77DD-Gm"}},"681458":{"id":"681458","type":"image","title":"Saman-Zonouz-Lab_side-view.jpg","body":null,"created":"1792414735","gmt_created":"2026-10-19 12:58:55","changed":"1792414735","gmt_changed":"2026-10-19 12:58:55","alt":"A group of students working on lab equipment. The equipment replicates a ship\u0027s helm. ","file":{"fid":"265866","name":"Saman-Zonouz-Lab_side-view.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_side-view.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_side-view.jpg","mime":"image\/jpeg","size":1676397,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/Saman-Zonouz-Lab_side-view.jpg?itok=-Potoyjw"}},"681457":{"id":"681457","type":"image","title":"Saman-Zonouz-Lab_ship-equipment.jpg","body":null,"created":"1792414735","gmt_created":"2026-10-19 12:58:55","changed":"1792414735","gmt_changed":"2026-10-19 12:58:55","alt":"Lab equipment of a ship steering wheel and other electronic  measuring devices. ","file":{"fid":"265865","name":"Saman-Zonouz-Lab_ship-equipment.jpg","image_path":"\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_ship-equipment.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/19\/Saman-Zonouz-Lab_ship-equipment.jpg","mime":"image\/jpeg","size":1781292,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/19\/Saman-Zonouz-Lab_ship-equipment.jpg?itok=mkKyqYFy"}}},"media_ids":["681456","681458","681457"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"},{"id":"147","name":"Military Technology"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692619":{"#nid":"692619","#data":{"type":"news","title":"Rural Evaluation and Analytics for Community Health: AI Platform Helps Identify Solutions","body":[{"value":"\u003Cp\u003EGeorgians living in rural areas are more likely than the state\u2019s city dwellers to suffer from cardiovascular disease and to die from preventable causes.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPolicymakers, health system executives, community leaders and others working to address this challenge now have help from Rural Evaluation and Analytics for Community Health (REACH GA), an advanced decision-support platform that offers a comprehensive view of healthcare use in rural Georgia. In addition to updated information on rural health issues, the platform provides computer-based tools to guide allocation of healthcare resources and explore the potential impact of changes to rural health services.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe REACH GA platform provides up-to-date, actionable information to help leaders understand the big picture of healthcare in rural Georgia,\u201d said Jon Duke, M.D., a principal research scientist in the Georgia Tech Research Institute (GTRI) and the project\u2019s principal investigator. \u201cBeyond more accurate data, the platform uses artificial intelligence (AI) and other computer-driven tools to support improved decision-making.\u201d\u003C\/p\u003E\u003Cp\u003EOf Georgia\u2019s 159 counties, 126 are considered rural. Approximately 24 percent of the state\u2019s 11.3 million residents live in these rural areas.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/gtri.gatech.edu\/newsroom\/rural-evaluation-and-analytics-community-health-ai-platform-helps-identify-solutions\u0022\u003ERead the full article\u003C\/a\u003E on the GTRI news page\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA new advanced decision-support platform known as REACH GA is offering a comprehensive view of healthcare use in rural Georgia. It will help guide allocation of healthcare resources and explore the potential impact of changes to rural health services.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"New platform can help leaders make decisions about health-related challenges"}],"uid":"27303","created_gmt":"2026-09-16 17:02:04","changed_gmt":"2026-10-16 19:43:01","author":"John Toon","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-16T00:00:00-04:00","iso_date":"2026-09-16T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681170":{"id":"681170","type":"image","title":"Distance traveled by patients to access medical services, by county in Georgia. ","body":"\u003Cp\u003EChart shows average distance patients traveled to access medical services, by county in Georgia. (Credit: Rural Evaluation and Analytics for Community Health)\u003C\/p\u003E","created":"1789577445","gmt_created":"2026-09-16 16:50:45","changed":"1789577886","gmt_changed":"2026-09-16 16:58:06","alt":"Chart shows miles traveled to access medical services","file":{"fid":"265534","name":"miles-per-claim.png","image_path":"\/sites\/default\/files\/2026\/09\/16\/miles-per-claim.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/16\/miles-per-claim.png","mime":"image\/png","size":270718,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/16\/miles-per-claim.png?itok=YscxLSX_"}}},"media_ids":["681170"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["gtri.media@gtri.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693253":{"#nid":"693253","#data":{"type":"news","title":"Georgia Tech Partnership Expands AI Education at CAU ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.cau.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EClark Atlanta University\u003C\/a\u003E (CAU) is strengthening its artificial intelligence programs through AIHUB@CAU, an initiative supported by a \u003Ca href=\u0022https:\/\/www.nsf.gov\/awardsearch\/show-award\/?AWD_ID=2402493\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E$2.79 million National Science Foundation (NSF) grant\u003C\/a\u003E and developed in collaboration with Georgia Tech\u2019s NSF AI Institute for Advances in Optimization (AI4OPT).\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs part of NSF\u0027s \u003Ca href=\u0022https:\/\/www.nsf.gov\/funding\/opportunities\/expandai-expanding-ai-innovation-through-capacity-building\/506090\/nsf23-506\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EExpandAI program\u003C\/a\u003E, AIHUB@CAU is designed to strengthen the university\u0027s capacity for AI education, research, and workforce development. The partnership connects CAU\u2019s academic programs with Georgia Tech\u2019s expertise in artificial intelligence, mathematical optimization and interdisciplinary research.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ELed by Charles Pierre, associate professor in CAU\u2019s Department of Mathematical Sciences and principal investigator (PI) for AIHUB@CAU, the initiative brings together faculty expertise in mathematical sciences, cyber-physical systems and business administration.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EExpanding Academic Pathways in AI\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EA central part of the initiative is developing academic pathways that prepare students for opportunities in AI, from industry careers to advanced research.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDuring a Sept. 22 meeting at CAU\u0027s Thomas W. Cole Jr. Research Center for Science and Technology, Pierre shared updates on the university\u0027s undergraduate AI minors and master\u0027s-level AI programs. Students from some of the program\u0027s early cohorts also attended the meeting, reflecting the academic community taking shape around the initiative.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDr. Roy George, chair of CAU\u0027s Cyber-Physical Systems Program and co-PI of AIHUB@CAU, discussed progress on further integrating AI into the university\u0027s doctoral offerings. Once these efforts are completed, the doctoral program will provide an additional pathway for students interested in pursuing AI research at the highest academic levels while strengthening CAU\u0027s long-term capacity in the field.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBy connecting AI with mathematical sciences, business and cyber-physical systems, the programs aim to help students apply technical knowledge to challenges across disciplines and industries.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EExpanding Faculty Expertise and Research Opportunities\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBuilding sustainable AI programs requires faculty expertise, research capacity, and opportunities for collaboration. AIHUB@CAU\u0027s partnership with AI4OPT complements the institute\u0027s broader educational efforts, including \u003Ca href=\u0022https:\/\/pubsonline.informs.org\/do\/10.1287\/orms.2022.04.12\/full\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Efaculty training programs\u003C\/a\u003E that help educators develop skills in data science, artificial intelligence, and optimization. These experiences support the development of new coursework, strengthen institutional expertise, and help faculty bring emerging AI knowledge into their classrooms and research programs.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe collaboration also connects CAU to AI4OPT\u2019s research in artificial intelligence and mathematical optimization. Based at Georgia Tech, the institute develops methods to improve complex decision-making in areas such as energy, logistics, supply chains and manufacturing. These collaborations create opportunities for interdisciplinary research while helping connect classroom learning to real-world applications.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAbout NSF AI4OPT\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENSF Artificial Intelligence (AI) Research Institute for Advances in Optimization, or AI4OPT, aims to deliver a paradigm shift in automated decision-making at massive scales by fusing AI and Mathematical Optimization (MO) to achieve breakthroughs that neither field can achieve independently.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe Institute is driven by societal challenges in supply chains, manufacturing, and energy systems. To address the widening gap in job opportunities, the Institute delivers an innovative longitudinal education and workforce development program.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAbout Georgia Tech\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe \u003Cstrong\u003EGeorgia Institute of Technology\u003C\/strong\u003E, or \u003Cstrong\u003EGeorgia Tech\u003C\/strong\u003E,\u202fis one of the top public research universities in the U.S., developing leaders who advance technology and improve the human condition.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe Institute offers\u202f\u003Cstrong\u003Ebusiness\u003C\/strong\u003E, \u003Cstrong\u003Ecomputing\u003C\/strong\u003E, \u003Cstrong\u003Edesign\u003C\/strong\u003E, \u003Cstrong\u003Eengineering\u003C\/strong\u003E, \u003Cstrong\u003Eliberal arts\u003C\/strong\u003E,\u202fand \u003Cstrong\u003Esciences \u003C\/strong\u003Edegrees, as well as \u003Cstrong\u003Eprofessional development\u003C\/strong\u003E and \u003Cstrong\u003EK-12 programs\u003C\/strong\u003E for fostering success at every stage of life. Its more than 56,000 undergraduate and graduate students represent 54 U.S. states and territories and more than 146 countries. They study at the main campus in Atlanta, at instructional sites around the world, and through distance and online learning.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs a leading technological university, Georgia Tech is an engine of economic development for Georgia, the Southeast, and the nation, conducting more than $1 billion in research annually for government, industry, and society.\u202f\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EAbout Clark Atlanta University\u003C\/strong\u003E\u202f\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EClark Atlanta University was formed with the consolidation of Atlanta University and Clark College. Atlanta University, established in 1865 by the American Missionary Association, was the nation\u2019s first institution to award graduate degrees to African Americans. Established four years later in 1869, Clark College was the nation\u2019s first four-year liberal arts college to serve a primarily African American student population. Today, with nearly 4,000 students, CAU is the largest of the four institutions that comprise the Atlanta University Center Consortium. It is also the largest of the 37-member United Negro College Fund (UNCF) institutions. To learn more about Clark Atlanta University, visit \u003Ca href=\u0022https:\/\/www.cau.edu\/homepage\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003Ewww.cau.edu\u003C\/strong\u003E\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EAIHUB@CAU is expanding artificial intelligence education, research, and workforce development at Clark Atlanta University through new academic pathways, faculty development, and research collaboration. Supported by a $2.79 million NSF ExpandAI grant and developed in partnership with AI4OPT, the initiative is building undergraduate, master\u0027s, and proposed doctoral opportunities while strengthening faculty expertise and connecting students and researchers to real-world AI applications.\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"AIHUB@CAU is combining academic programs, faculty development and research partnerships to prepare students for advanced study and careers in the field of artificial intelligence. "}],"uid":"36934","created_gmt":"2026-10-15 17:02:07","changed_gmt":"2026-10-15 17:07:54","author":"gjohnson360","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-15T00:00:00-04:00","iso_date":"2026-10-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681427":{"id":"681427","type":"image","title":"Charles Pierre","body":null,"created":"1792001726","gmt_created":"2026-10-14 18:15:26","changed":"1792001787","gmt_changed":"2026-10-14 18:16:27","alt":"Charles Pierre at CAU","file":{"fid":"265833","name":"Charles-Pierre.JPG","image_path":"\/sites\/default\/files\/2026\/10\/14\/Charles-Pierre.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/14\/Charles-Pierre.JPG","mime":"image\/jpeg","size":8822857,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/14\/Charles-Pierre.JPG?itok=NJEaxE6H"}}},"media_ids":["681427"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"},{"id":"660368","name":"Tech AI (Artificial Intelligence)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[{"id":"194701","name":"go-resarchnews"},{"id":"192863","name":"go-ai"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["gretchen@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692594":{"#nid":"692594","#data":{"type":"news","title":"AI Tool Aims to Catch Critically Ill Children ","body":[{"value":"\u003Cp\u003EA child can be in the hospital and seemingly getting better. Then, suddenly, everything changes.\u003C\/p\u003E\u003Cp\u003EOne moment they\u0027re playing games or watching television. The next, they experience breathing failure, shock, or neurological decline. If the warning signs aren\u0027t recognized early enough, the child may require emergency transfer to the intensive care unit (ICU), where interventions can include breathing tubes, blood pressure medications, and other lifesaving measures.\u003C\/p\u003E\u003Cp\u003EThe phenomenon is called \u201cemergent deterioration.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022Kids will look fine, and then all of a sudden they\u0027ll fall off a cliff and rapidly deteriorate,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/www.choa.org\/doctors\/mark-vu-mai\u0022\u003EDr. Mark Mai,\u003C\/a\u003E a pediatric intensivist at Children\u2019s Healthcare of Atlanta, who cares for critically ill children in the ICU. \u0022When those kids go to the ICU and need emergency interventions, they have a much higher rate of death than kids we bring up to the ICU in a controlled fashion.\u0022\u003C\/p\u003E\u003Cp\u003ETo help clinicians identify those high-risk patients sooner, researchers at Georgia Tech are partnering with Children\u0027s clinicians and technology teams to create an artificial intelligence-powered warning system.\u0026nbsp;Known as\u0026nbsp;Algorithm for Counteracting the Clinical Onset of Rapid Deterioration (ACCORD), the three-year project is one of the\u0026nbsp;first funded projects focused on a software solution\u0026nbsp;by the\u0026nbsp;\u003Ca href=\u0022https:\/\/ptc.gatech.edu\/\u0022\u003EChildren\u2019s Healthcare of Atlanta Pediatric Technology Center at Georgia Tech\u0026nbsp;\u003C\/a\u003E(PTC).\u0026nbsp;Project teams are working simultaneously on model development, app design, and user testing. And, unlike many healthcare AI projects that remain confined to research papers, ACCORD is being designed from the beginning for use in a real hospital. The ultimate goal is to help clinicians intervene before a child reaches a life-threatening emergency.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETeaching AI to Spot Trouble Earlier\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EToday, clinicians rely on an early warning score that combines measurements such as heart rate, blood pressure, and breathing rate into a single risk assessment. While helpful, the approach simplifies a complex clinical picture.\u003C\/p\u003E\u003Cp\u003E\u0022The current system is a pretty basic rubric that sums up all the data points and then decides whether they are high-risk or low-risk, but from the data science and machine learning perspective it\u0027s not optimal,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/people.research.gatech.edu\/kai-wang\u0022\u003EKai Wang\u003C\/a\u003E, an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E and project co-principal investigator with Mai.\u003C\/p\u003E\u003Cp\u003ERather than evaluating patients through a fixed scoring system, ACCORD\u0027s AI model analyzes dozens of data streams, including vital signs, laboratory results, and clinical observations. The goal is to uncover subtle patterns that may signal deterioration hours before the physical warning signs become obvious to clinicians.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022We want to build a more sophisticated algorithm that can look into vitals, blood pressure, heart rate, and other measures to provide a more granular forecast of risk,\u0022 Wang said.\u003C\/p\u003E\u003Cp\u003EBuilding that capability into an algorithm requires making sense of one of healthcare\u0027s biggest challenges: messy, incomplete, and constantly changing data. To develop the model, researchers are training and testing it using information pulled from Children\u0027s electronic health records. Some information, such as vital signs, is collected continuously. Other information may be recorded less frequently or at irregular intervals, such as nursing observations.\u003C\/p\u003E\u003Cp\u003E\u0022That is both the most challenging and the most exciting part of this project,\u0022 said \u003Ca href=\u0022https:\/\/himadrispandey.github.io\/\u0022\u003EHimadri Pandey\u003C\/a\u003E, a Ph.D. student in \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.isye.gatech.edu%2F\u0026amp;data=05%7C02%7Ctess.malone%40gatech.edu%7C441c5f365ba04ba3ef5508df2a81ce48%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639276409124020830%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=w8v3kgABS41rzAZwg0OkRuo4MD2ORqUJiU8ZFtpcGAg%3D\u0026amp;reserved=0\u0022 title=\u0022Original URL:\u0026#13;https:\/\/www.isye.gatech.edu\/\u0026#13;\u0026#13;Click to follow link.\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering\u003C\/a\u003E working on ACCORD. \u0022We have to consider the realities of a healthcare setting. Data may be incomplete or delayed, staffing and resources may change, and any recommendation must be understandable and usable by clinicians.\u0022\u003C\/p\u003E\u003Cp\u003E\u0022The goal is not simply to build a model that works mathematically,\u0022 she added. \u0022It\u0027s to build something that could genuinely support decision-making in a hospital.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBuilding Technology Nurses Will Use\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EFor ACCORD to improve patient outcomes, the technology must fit naturally into clinicians\u0027 daily workflow. Most nurses care for multiple patients simultaneously and cannot continuously monitor a single child. Because episodes of emergent deterioration are relatively rare in a full day of care, opportunities to gain experience recognizing the earliest warning signs can be limited. Acknowledging that reality, project leaders involved frontline nurses from the beginning.\u003C\/p\u003E\u003Cp\u003E\u0022We went straight to the nurses and said, \u0027This is what we\u0027re trying to do. You tell us what would make your job easier, how you need the flow, what it needs to look like, and we will build according to that,\u201d said Christina Roberts, program manager for PTC and the Health Informatics Core at Children\u2019s. \u0022We brought them into the process very early and gave them a say in the development, so they know exactly what to expect when the tool comes to the floor.\u0022\u003C\/p\u003E\u003Cp\u003EThe team plans to integrate ACCORD directly into the Children\u2019s electronic health record system, where clinicians already access patient information. The application will combine vital signs, laboratory results, and other clinical data into a single dashboard that can automatically flag patients at elevated risk of deterioration.\u003C\/p\u003E\u003Cp\u003EResearchers and clinicians continue to meet regularly as the platform evolves.\u003C\/p\u003E\u003Cp\u003E\u0022How do we distinguish what the algorithm finds important and what is just always there?\u0022 said Dr.\u0026nbsp;\u003Ca href=\u0022https:\/\/www.choa.org\/doctors\/claire-stokes\u0022\u003EClaire Stokes,\u003C\/a\u003E a pediatric hematologist and oncologist with the Aflac Cancer and Blood Disorders Center at Children\u2019s, who is involved in the project. \u0022Because a clinician probably always wants to see the vital signs, even if they\u0027re not alert levels, for example.\u0022\u003C\/p\u003E\u003Cp\u003EThose conversations help ensure that the system provides useful information without overwhelming clinicians with additional data or alerts. The team hopes to begin testing the system in clinical settings by 2027 before broader deployment. For the researchers working on ACCORD, however, the project\u0027s success will ultimately be measured by the patients it helps.\u003C\/p\u003E\u003Cp\u003E\u0022I know that one research project cannot solve every problem in healthcare,\u0022 said Pandey, who has experienced the hospitalization of a close family member. \u0022But being able to contribute, even in a small way, allows me to replace some of that earlier helplessness with purpose.\u0022\u003C\/p\u003E\u003Cp\u003EIf successful, ACCORD could give clinicians something they rarely have when a child begins to decline \u2014 time.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EGeorgia Tech and Children\u0027s Healthcare of Atlanta are developing a real-time warning system to help clinicians spot a child\u2019s emergent deterioration before it becomes a life-threatening emergency.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech and Children\u0027s Healthcare of Atlanta are developing a real-time warning system to help clinicians spot a child\u2019s emergent deterioration before it becomes a life-threatening emergency."}],"uid":"34541","created_gmt":"2026-09-15 15:55:05","changed_gmt":"2026-10-15 14:32:30","author":"Tess Malone","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-15T00:00:00-04:00","iso_date":"2026-09-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681150":{"id":"681150","type":"image","title":"2026_COMM_EC_AMBH_Emergency_295.jpg","body":"\u003Cp\u003E\u003Cem\u003EPediatric healthcare professional reviewing electronic health record information at Children\u2019s Healthcare of Atlanta Arthur M. Blank Hospital. (Photo courtesy of Children\u0027s Healthcare of Atlanta)\u003C\/em\u003E\u003C\/p\u003E","created":"1789487781","gmt_created":"2026-09-15 15:56:21","changed":"1789487781","gmt_changed":"2026-09-15 15:56:21","alt":"Pediatric healthcare professional reviewing electronic health record information at Children\u2019s Healthcare of Atlanta Arthur M. Blank Hospital.","file":{"fid":"265512","name":"2026_COMM_EC_AMBH_Emergency_295.jpg","image_path":"\/sites\/default\/files\/2026\/09\/15\/2026_COMM_EC_AMBH_Emergency_295.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/15\/2026_COMM_EC_AMBH_Emergency_295.jpg","mime":"image\/jpeg","size":8272359,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/15\/2026_COMM_EC_AMBH_Emergency_295.jpg?itok=gB8rxWmG"}}},"media_ids":["681150"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETess Malone, Senior Research Writer\/Editor\u003C\/p\u003E\u003Cp\u003Etess.malone@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693212":{"#nid":"693212","#data":{"type":"news","title":"Small Farmers Being Weighed Down by Food Traceability Rule, New Paper Finds","body":[{"value":"\u003Cp\u003EThe Food and Drug Administration\u2019s (FDA)\u0026nbsp;\u003Ca href=\u0022https:\/\/www.fda.gov\/media\/183514\/download\u0022\u003EFood Traceability Rule\u003C\/a\u003E requires producers and distributors of perishable foods to submit electronic data records during a contamination outbreak.\u003C\/p\u003E\u003Cp\u003EHowever, a new paper by a Georgia Tech-led research team suggests that the requirements can disproportionately burden family farms and other small food producers due to a lack of technological infrastructure, resources, or compliance expertise.\u003C\/p\u003E\u003Cp\u003EThe rule is mandated by Section 204(d) of the Food Safety Modernization Act, which Congress passed and President Barack Obama signed into law in 2011. Intended to help the FDA quickly identify the source of contamination, the rule requires producers or distributors with more than $25,000 in annual produce sales to comply or face significant fines.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEarlier this year, the FDA extended its compliance deadline to July 2028. One reason for the extension may be the volume of feedback from stakeholders affected by the rule. The FDA received more than 1,200 comments during an open forum, with feedback from stakeholders ranging from major distributors to small farmers.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cMany small farmers commented on how they may not have the devices needed to input this data,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/www.kwonsoonho.com\/\u0022\u003E\u003Cstrong\u003ESoonho Kwon\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student in Georgia Tech\u2019s School of Interactive Computing (SIC) and lead author of the paper. \u201cDoes this mean they have to purchase it themselves? Do they need to become educated on how to use computing systems?\u201d\u003C\/p\u003E\u003Cp\u003EKwon is a member of the\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.google.com\/view\/escapelab?pli=1\u0026amp;authuser=0\u0022\u003EEquity and Sustainability in Computing Lab\u003C\/a\u003E, which is led by SIC professor and chair\u0026nbsp;\u003Ca href=\u0022https:\/\/shaowenbardzell.com\/about\/\u0022\u003E\u003Cstrong\u003EShaowen Bardzell\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EMany small farms also said they can\u2019t afford to hire someone to track the data.\u003C\/p\u003E\u003Cp\u003EOne small farmer said the amount of data tracking required by the rule is overwhelming. Some of the required data include:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022ea1cd1b17babad7a094193ce3cfcdc1e5\u0022\u003Elocation and name of the field where food was harvested\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e3e0b858de04d537ed1544ed215d6a3ca\u0022\u003Edate of harvest\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e513b4f8aa9e9d9f23b57363206857f61\u0022\u003Epacking dates\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e619ee0212b73538d858d6c2bed7b8f07\u0022\u003Eshipping dates\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u201cPlease do not force us to do technology stuff,\u201d the commenter said. \u201cIt\u2019s hard enough to keep up with the local demand as it is. We run a pretty low digital technology effort. It\u2019s basically harvest fresh organically grown veggies and sell them to local people.\u201d\u003C\/p\u003E\u003Cp\u003EKwon said the intention of the Food Traceability Rule is admirable.\u003C\/p\u003E\u003Cp\u003E\u201cPreventing foodborne illness is critical, and data- and technology-driven governance can be a powerful tool toward that goal,\u201d he said. \u201cBut it\u2019s equally important to think critically about who is supposed to be the default user of these systems, and who gets missed in the process. It\u2019s undermining the people who are unable to comply.\u201d\u003C\/p\u003E\u003Cp\u003EOther factors didn\u2019t appear to be considered by the FDA, including the lack of technological infrastructure in rural America, where many foods are grown.\u003C\/p\u003E\u003Cp\u003E\u201cMany parts of rural America have limited or unreliable internet access,\u201d Kwon said. \u201cIf the FDA wants them to send this data, they must comply within 24 hours. Does that mean they have to stop their daily routine and drive to a city that has internet to send it? The rule is operating on the assumption that everyone is dealing with the same physical environment.\u201d\u003C\/p\u003E\u003Cp\u003ECulture and religion also seem overlooked. Some commenters raised concerns that Amish farmers who avoid certain technologies for religious reasons would be pressured into digital record keeping.\u003C\/p\u003E\u003Cp\u003EMany major distributors and organizations expressed support for the Food Traceability Rule in the FDA\u2019s forum.\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cathwieczorek.com\/\u0022\u003E\u003Cstrong\u003ECatherine Wieczorek\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student in SIC and co-author on the paper, said these organizations don\u2019t have the same tension points as smaller producers.\u003C\/p\u003E\u003Cp\u003E\u201cLarger food producers have the operational capacity to do the type of work the rule requires,\u201d Wieczorek said. \u201cWe find there\u2019s a power imbalance when it comes to smaller food producers like a family farm. Change at that scale is difficult for smaller producers.\u201d\u003C\/p\u003E\u003Cp\u003EBardzell, who advises Kwon and Wieczorek, said the situation provides computing researchers an opportunity to create interventions that will benefit those with fewer resources.\u003C\/p\u003E\u003Cp\u003E\u201cIn a data age when we\u2019re adding AI into our work processes and labor practices, we need to think about how this need creates unequal burdens on different stakeholders in our food system,\u201d Bardzell said. \u201cIt\u2019s a significant challenge for computing going forward.\u201d\u003C\/p\u003E\u003Cp\u003EKwon will present the paper on behalf of his collaborators next week at the\u0026nbsp;\u003Ca href=\u0022https:\/\/cscw.acm.org\/2026\/\u0022\u003EACM Conference on Computer-Supported Cooperative Work and Social Computing\u003C\/a\u003E (CSCW) in Salt Lake City, Utah. Their research is supported by the National Science Foundation.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA new paper by a Georgia Tech-led research team suggests that the FDA\u0027s Food Traceability Rule can disproportionately burden family farms and other small food producers due to a lack of technological infrastructure, resources, or compliance expertise.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A new paper by a Georgia Tech-led research team suggests that the FDA\u0027s Food Traceability Rule can disproportionately burden family farms and other small food producers due to a lack of technological infrastructure, resources, or compliance expertise."}],"uid":"36530","created_gmt":"2026-10-13 14:42:39","changed_gmt":"2026-10-13 14:46:17","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-13T00:00:00-04:00","iso_date":"2026-10-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681417":{"id":"681417","type":"image","title":"AdobeStock_615559252.jpeg","body":null,"created":"1791902571","gmt_created":"2026-10-13 14:42:51","changed":"1791902571","gmt_changed":"2026-10-13 14:42:51","alt":"A farmer holds a tablet while a woman to his right assists him","file":{"fid":"265820","name":"AdobeStock_615559252.jpeg","image_path":"\/sites\/default\/files\/2026\/10\/13\/AdobeStock_615559252.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/13\/AdobeStock_615559252.jpeg","mime":"image\/jpeg","size":129552,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/13\/AdobeStock_615559252.jpeg?itok=pcEMK4t4"}}},"media_ids":["681417"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"194609","name":"Industry"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"693198":{"#nid":"693198","#data":{"type":"news","title":"What Are We Giving Up When We Give Up Data Privacy?","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003ECharles Woods, a privacy rhetoric expert in Georgia Tech\u0027s School of Literature, Media, and Communication at the Ivan Allen College of Liberal Arts, shares four major concerns.\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e1f8e241fe1b6fd530b9630c54994b205\u0022\u003E\u003Cstrong\u003EWhat\u2019s happening:\u0026nbsp;\u003C\/strong\u003EAs people share more personal information through social media, online purchases, health trackers, and location services, Woods warns that many accept data collection without fully understanding how their information is shared and monetized.\u003Cbr\u003E\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e23145cb70ed4e1e0cb082d4bff9d8157\u0022\u003E\u003Cstrong\u003EWhy it\u0027s important:\u0026nbsp;\u003C\/strong\u003EIncreasing third-party data sharing and privacy slippage between corporate and government organizations threatens our privacy and makes us more susceptible to digital profiling, targeted enforcement, and self-censorship.\u003Cbr\u003E\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e03d2093f47eade25a63ae531dadeca34\u0022\u003E\u003Cstrong\u003EExpert insight:\u0026nbsp;\u003C\/strong\u003E\u0022What we need to do in response to the astronomical streams of data being shared online is develop a response to our surveillance apathy,\u201d Woods said.\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Ca href=\u0022https:\/\/iac.gatech.edu\/featured-news\/2026\/10\/data-privacy-concerns\u0022\u003ERead the full story.\u003C\/a\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECharles Woods, a privacy rhetoric expert in Georgia Tech\u0027s School of Literature, Media, and Communication at the Ivan Allen College of Liberal Arts, shares four major concerns.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Charles Woods, a privacy rhetoric expert in Georgia Tech\u0027s School of Literature, Media, and Communication at the Ivan Allen College of Liberal Arts, shares four major concerns."}],"uid":"35766","created_gmt":"2026-10-12 14:31:18","changed_gmt":"2026-10-13 14:32:42","author":"dminardi3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-12T00:00:00-04:00","iso_date":"2026-10-12T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681409":{"id":"681409","type":"image","title":"MERCURY--4-.jpg","body":null,"created":"1791816096","gmt_created":"2026-10-12 14:41:36","changed":"1791816096","gmt_changed":"2026-10-12 14:41:36","alt":"Stock photo of person shopping online with a credit card","file":{"fid":"265812","name":"MERCURY--4-.jpg","image_path":"\/sites\/default\/files\/2026\/10\/12\/MERCURY--4-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/12\/MERCURY--4-.jpg","mime":"image\/jpeg","size":863538,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/12\/MERCURY--4-.jpg?itok=zZFkV5ef"}}},"media_ids":["681409"],"groups":[{"id":"1281","name":"Ivan Allen College of Liberal Arts"},{"id":"1188","name":"Research Horizons"},{"id":"1283","name":"School of Literature, Media, and Communication"}],"categories":[{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:diminardi@gatech.edu\u0022\u003EDi Minardi\u003C\/a\u003E\u003Cbr\u003E\u003Cstrong\u003EIvan Allen College of Liberal Arts\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["dminardi3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693211":{"#nid":"693211","#data":{"type":"news","title":"Deleted AI Chats May Leave Clues Behind","body":[{"value":"\u003Cp\u003EDeleting a conversation with an artificial intelligence (AI) assistant may not erase everything the assistant remembers.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers have developed a tool that can recover deleted conversations from AI assistants running on Android phones. The tool, called \u003Ca href=\u0022https:\/\/ieeexplore.ieee.org\/abstract\/document\/11573549\u0022\u003EORISA\u003C\/a\u003E, can also rebuild the recovered information into a working AI session.\u003C\/p\u003E\u003Cp\u003EThe findings show that deleting an AI conversation on a phone does not necessarily mean it removes every trace.\u003C\/p\u003E\u003Cp\u003EThe research could give digital investigators a new way to recover information from phones. It also raises privacy concerns for people who use AI assistants that run locally on their devices.\u003C\/p\u003E\u003Cp\u003ELocal AI assistants run directly on a phone rather than sending conversations to a cloud service. While the local assistant is running, information from conversations can remain in the phone\u2019s working memory even after it is deleted.\u003C\/p\u003E\u003Cp\u003EORISA searches this memory for pieces of deleted conversations.\u003C\/p\u003E\u003Cp\u003EIn one experiment, researchers created a fictional AI assistant called \u201cProject Note Keeper\u201d using the ChatterUI Android app. They gave it 100 fictional facts about a project, then deleted the conversation.\u003C\/p\u003E\u003Cp\u003EORISA recovered information from the deleted conversation and used it to create a new working session. When researchers asked the restored assistant to list the project notes it had been given, it returned 26 facts. The original session could access only 14 facts because the rest had fallen outside its active memory.\u003C\/p\u003E\u003Cp\u003EThe experiment showed that researchers could recover information the AI had already stopped actively using.\u003C\/p\u003E\u003Cp\u003E\u201cIt can help establish what information someone shared with an AI assistant and what assistance they received,\u201d said Ph.D. student \u003Cstrong\u003EKen Xu\u003C\/strong\u003E, lead author of the study.\u003C\/p\u003E\u003Cp\u003EThe researchers tested ORISA with 10 Android apps and three AI models. Across 60 test configurations, the tool recovered conversation information that remained in the phone\u2019s memory.\u003C\/p\u003E\u003Cp\u003EThe researchers say the information becomes harder to recover as the phone\u2019s memory is overwritten by other activity.\u003C\/p\u003E\u003Cp\u003EThe research was presented at the 2026 IEEE Symposium on Security and Privacy. The paper, titled \u003Cem\u003ERecovering and Rehosting Mobile Local LLM Conversations and Contexts via Memory Forensics,\u0026nbsp;\u003C\/em\u003Ewas authored by Ph.D. students Xu, \u003Cstrong\u003EDavid Oygenblik\u003C\/strong\u003E, \u003Cstrong\u003ERunze Zhang\u003C\/strong\u003E, and \u003Cstrong\u003EMingxuan Yao\u003C\/strong\u003E; Research Scientist \u003Cstrong\u003EMuhammad Ibrahim\u003C\/strong\u003E; and Associate Professor \u003Cstrong\u003EBrendan\u003C\/strong\u003E \u003Cstrong\u003ESaltaformaggio\u003C\/strong\u003E. The work was done in Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyber Forensics Innovation Laboratory\u003C\/a\u003E, a collaboration between the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/www.ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDeleting a locally stored AI conversation may remove it from view without eliminating its data. Researchers find that deleted local AI chats may remain recoverable from a phone\u2019s memory through a new tool called ORISA. ORISA recovered 26 of 100 project facts from a deleted Android AI session\u2014more than the original session could still access. This shows that information an assistant appears to have forgotten may remain forensically recoverable.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers find that deleted local AI chats may remain recoverable from a phone\u2019s memory through a new tool called ORISA."}],"uid":"36253","created_gmt":"2026-10-13 12:45:52","changed_gmt":"2026-10-13 12:51:29","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-13T00:00:00-04:00","iso_date":"2026-10-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681416":{"id":"681416","type":"image","title":"Cyfi-Lab-Brendan-and-Student.jpg","body":null,"created":"1791895736","gmt_created":"2026-10-13 12:48:56","changed":"1791895736","gmt_changed":"2026-10-13 12:48:56","alt":"A man points to a rack of CPUs. He is talking to a student who is slighlty out of focus. ","file":{"fid":"265819","name":"Cyfi-Lab-Brendan-and-Student.jpg","image_path":"\/sites\/default\/files\/2026\/10\/13\/Cyfi-Lab-Brendan-and-Student.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/13\/Cyfi-Lab-Brendan-and-Student.jpg","mime":"image\/jpeg","size":362068,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/13\/Cyfi-Lab-Brendan-and-Student.jpg?itok=zg3onBN9"}}},"media_ids":["681416"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693146":{"#nid":"693146","#data":{"type":"news","title":"Georgia Tech Receives $5 Million From Google.org to   Expand Access to AI for Scientific Discovery ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EATLANTA \u2014\u003C\/strong\u003E Georgia Tech has received an initial $2.25M for the first year of the program, marking the beginning of a $5 million overall commitment from Google.org to help more scientists across the country use artificial intelligence (AI) to advance their research.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAI is helping scientists analyze massive datasets, test ideas faster, and tackle complex problems. But many researchers lack the computing power, tools, or training to use it, and tools built for one computing system often won\u0027t work on another. The three-year initiative will make powerful AI tools and computing resources easier for researchers to access, use, and share.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAI has the potential to reshape how science is done, but that transformation should not be limited to a small number of researchers or institutions,\u201d said \u003Cstrong\u003ETim Lieuwen\u003C\/strong\u003E, executive vice president for Research at Georgia Tech. \u201cWith this investment from Google.org, we can equip researchers at institutions across the U.S. with the tools, training and reusable infrastructure they need to put AI to work, broadening access to these capabilities and accelerating discovery.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe funding enables Georgia Tech to develop at least \u003Cstrong\u003E15 AI research tools and workflows\u003C\/strong\u003E scientists can share and reuse. The Institute will also fund \u003Cstrong\u003E15 research projects\u003C\/strong\u003E \u2014 five per year \u2014 and provide technical support to approximately \u003Cstrong\u003E30 additional research teams\u003C\/strong\u003E across the country. By the end of this initiative, Georgia Tech expects \u003Cstrong\u003E25 to 30 institutions\u003C\/strong\u003E to be actively using the shared tools.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ETraining will be a major part of the effort, with \u003Cstrong\u003Emore than 300 researchers and faculty\u003C\/strong\u003E learning how to use AI in their research and teaching. The program will focus on institutions that have historically had less access to powerful computing, so more researchers can take part in AI-driven science.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe work will be led by Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/ideas.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EInstitute for Data Engineering and Science\u003C\/a\u003E (IDEaS) and the Center for \u003Ca href=\u0022https:\/\/artisan.research.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAI in Science and Engineering\u003C\/a\u003E, a joint center of IDEaS and the College of Computing. The initiative will build on Nexus, Georgia Tech\u2019s new National Science Foundation-funded \u003Ca href=\u0022https:\/\/www.gatech.edu\/news\/2025\/07\/15\/georgia-tech-build-20m-national-ai-supercomputer\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAI supercomputer\u003C\/a\u003E, and connect researchers with Google\u2019s advanced AI computing technology. Together, these resources will make it easier for scientists to use AI tools across different computing systems and share their work with researchers at other institutions.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cOne of the biggest opportunities in AI isn\u2019t just to make individual researchers faster. It\u2019s to change the underlying economics of scientific discovery by making leading AI models and capabilities accessible to far more researchers and institutions,\u201d said \u003Cstrong\u003ESepi Hejazi Moghadam\u003C\/strong\u003E, Head of Foundations of Science, Google.org. \u201cGeorgia Tech is a true lighthouse institution, and this investment is designed to build a lasting foundation that expands access to these advanced AI capabilities. By partnering deeply with Georgia Tech to close the capacity gap, we\u2019re helping ensure that scientists across the country, regardless of their institution\u2019s size or historical funding, can harness AI to tackle some of the world\u2019s most pressing challenges.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe announcement comes as Georgia Tech and the City of Atlanta convene leaders from business, academia, technology, investment, and government for \u003Ca href=\u0022https:\/\/avantsouth.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAvant South\u003C\/a\u003E and the inaugural Atlanta \u003Ca href=\u0022https:\/\/avantsouth.com\/ai-summit-at-avant-south\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAI Summit\u003C\/a\u003E. These efforts reflect a broader push across Georgia Tech and the region to expand access to AI tools and high-performance computing to solve real-world problems.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003EThe three-year initiative gives researchers greater access to AI tools, training, and computing power to help accelerate scientific breakthroughs.\u003C\/em\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The three-year initiative gives researchers greater access to AI tools, training, and computing power to help accelerate scientific breakthroughs. "}],"uid":"36573","created_gmt":"2026-10-08 18:52:43","changed_gmt":"2026-10-12 16:48:27","author":"aprendiville3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-09T00:00:00-04:00","iso_date":"2026-10-09T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681385":{"id":"681385","type":"image","title":"Georgia Tech Leadership Visits Google Headquarters","body":"\u003Cp\u003EGeorgia Tech Leadership Visit to Google Headquarters on Sept. 2026.\u0026nbsp;\u003C\/p\u003E","created":"1791549489","gmt_created":"2026-10-09 12:38:09","changed":"1791552541","gmt_changed":"2026-10-09 13:29:01","alt":"Georgia Tech Receives $5 Million From Google.org to Expand Access to AI for Scientific Discovery ","file":{"fid":"265766","name":"IMG_7038.jpeg","image_path":"\/sites\/default\/files\/2026\/10\/09\/IMG_7038.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/09\/IMG_7038.jpeg","mime":"image\/jpeg","size":3401904,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/09\/IMG_7038.jpeg?itok=7g9eSx_Q"}}},"media_ids":["681385"],"groups":[{"id":"545781","name":"Institute for Data Engineering and Science"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Cstrong\u003EGeorgia Tech Media Relations\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["media@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693200":{"#nid":"693200","#data":{"type":"news","title":"Georgia Tech Receives $5 Million From Google.org to   Expand Access to AI for Scientific Discovery  - Cloned","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EATLANTA \u2014\u003C\/strong\u003E Georgia Tech has received an initial $2.25M for the first year of the program, marking the beginning of a $5 million overall commitment from Google.org to help more scientists across the country use artificial intelligence (AI) to advance their research.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAI is helping scientists analyze massive datasets, test ideas faster, and tackle complex problems. But many researchers lack the computing power, tools, or training to use it, and tools built for one computing system often won\u0027t work on another. The three-year initiative will make powerful AI tools and computing resources easier for researchers to access, use, and share.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAI has the potential to reshape how science is done, but that transformation should not be limited to a small number of researchers or institutions,\u201d said \u003Cstrong\u003ETim Lieuwen\u003C\/strong\u003E, executive vice president for Research at Georgia Tech. \u201cWith this investment from Google.org, we can equip researchers at institutions across the U.S. with the tools, training and reusable infrastructure they need to put AI to work, broadening access to these capabilities and accelerating discovery.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe funding enables Georgia Tech to develop at least \u003Cstrong\u003E15 AI research tools and workflows\u003C\/strong\u003E scientists can share and reuse. The Institute will also fund \u003Cstrong\u003E15 research projects\u003C\/strong\u003E \u2014 five per year \u2014 and provide technical support to approximately \u003Cstrong\u003E30 additional research teams\u003C\/strong\u003E across the country. By the end of this initiative, Georgia Tech expects \u003Cstrong\u003E25 to 30 institutions\u003C\/strong\u003E to be actively using the shared tools.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ETraining will be a major part of the effort, with \u003Cstrong\u003Emore than 300 researchers and faculty\u003C\/strong\u003E learning how to use AI in their research and teaching. The program will focus on institutions that have historically had less access to powerful computing, so more researchers can take part in AI-driven science.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe work will be led by Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/ideas.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EInstitute for Data Engineering and Science\u003C\/a\u003E (IDEaS) and the Center for \u003Ca href=\u0022https:\/\/artisan.research.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAI in Science and Engineering\u003C\/a\u003E, a joint center of IDEaS and the College of Computing. The initiative will build on Nexus, Georgia Tech\u2019s new National Science Foundation-funded \u003Ca href=\u0022https:\/\/www.gatech.edu\/news\/2025\/07\/15\/georgia-tech-build-20m-national-ai-supercomputer\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAI supercomputer\u003C\/a\u003E, and connect researchers with Google\u2019s advanced AI computing technology. Together, these resources will make it easier for scientists to use AI tools across different computing systems and share their work with researchers at other institutions.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cOne of the biggest opportunities in AI isn\u2019t just to make individual researchers faster. It\u2019s to change the underlying economics of scientific discovery by making leading AI models and capabilities accessible to far more researchers and institutions,\u201d said \u003Cstrong\u003ESepi Hejazi Moghadam\u003C\/strong\u003E, Head of Foundations of Science, Google.org. \u201cGeorgia Tech is a true lighthouse institution, and this investment is designed to build a lasting foundation that expands access to these advanced AI capabilities. By partnering deeply with Georgia Tech to close the capacity gap, we\u2019re helping ensure that scientists across the country, regardless of their institution\u2019s size or historical funding, can harness AI to tackle some of the world\u2019s most pressing challenges.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe announcement comes as Georgia Tech and the City of Atlanta convene leaders from business, academia, technology, investment, and government for \u003Ca href=\u0022https:\/\/avantsouth.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAvant South\u003C\/a\u003E and the inaugural Atlanta \u003Ca href=\u0022https:\/\/avantsouth.com\/ai-summit-at-avant-south\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAI Summit\u003C\/a\u003E. These efforts reflect a broader push across Georgia Tech and the region to expand access to AI tools and high-performance computing to solve real-world problems.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003EThe three-year initiative gives researchers greater access to AI tools, training, and computing power to help accelerate scientific breakthroughs.\u003C\/em\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The three-year initiative gives researchers greater access to AI tools, training, and computing power to help accelerate scientific breakthroughs. "}],"uid":"27863","created_gmt":"2026-10-12 15:00:08","changed_gmt":"2026-10-12 15:00:08","author":"Christa Ernst","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-09T00:00:00-04:00","iso_date":"2026-10-09T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681385":{"id":"681385","type":"image","title":"Georgia Tech Leadership Visits Google Headquarters","body":"\u003Cp\u003EGeorgia Tech Leadership Visit to Google Headquarters on Sept. 2026.\u0026nbsp;\u003C\/p\u003E","created":"1791549489","gmt_created":"2026-10-09 12:38:09","changed":"1791552541","gmt_changed":"2026-10-09 13:29:01","alt":"Georgia Tech Receives $5 Million From Google.org to Expand Access to AI for Scientific Discovery ","file":{"fid":"265766","name":"IMG_7038.jpeg","image_path":"\/sites\/default\/files\/2026\/10\/09\/IMG_7038.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/09\/IMG_7038.jpeg","mime":"image\/jpeg","size":3401904,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/09\/IMG_7038.jpeg?itok=7g9eSx_Q"}}},"media_ids":["681385"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Cstrong\u003EGeorgia Tech Media Relations\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["media@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692764":{"#nid":"692764","#data":{"type":"news","title":"New Emory and Georgia Tech Dual-Degree Pathway Bridges Medicine and Robotics ","body":[{"value":"\u003Cp\u003EA new dual-degree pathway from Emory University and Georgia Tech will prepare future physician-innovators to work at the intersection of medicine, robotics, and artificial intelligence. The five-year \u003Ca href=\u0022https:\/\/med.emory.edu\/education\/programs\/md-ms-robotics\/index.html\u0022 rel=\u0022noopener nofollow noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003EDoctor of Medicine\/Master of Science in Robotics\u003C\/strong\u003E\u003C\/a\u003E pathway combines medical training at Emory with advanced robotics education at Georgia Tech.\u003C\/p\u003E\u003Cp\u003EStudents will work with faculty mentors from both institutions and complete advanced coursework and a capstone project focused on developing and applying technologies in healthcare. The master\u2019s degree is offered through Georgia Tech\u2019s interdisciplinary \u003Ca href=\u0022https:\/\/bme.gatech.edu\/academics\/masters-programs\/ms-robotics\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003EMaster of Science in Robotics\u003C\/strong\u003E\u003C\/a\u003E program, which brings together faculty and expertise from six schools, including the Wallace H. Coulter Department of Biomedical Engineering.\u003C\/p\u003E\u003Cp\u003EAccording to \u003Ca href=\u0022https:\/\/bme.gatech.edu\/bio\/jaydev-p-desai\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003EJaydev Desai\u003C\/strong\u003E\u003C\/a\u003E, professor and Cardiovascular Biomedical Engineering Distinguished Chair in the Wallace H. Coulter Department of Biomedical Engineering, the pathway will help future physicians develop the technical expertise to understand and apply emerging technologies as they shape patient care.\u003C\/p\u003E\u003Cp\u003ERead the full story on the Emory School of Medicine \u003Ca href=\u0022https:\/\/news.emory.edu\/stories\/2026\/09\/emory-school-medicine-and-georgia-tech-launch-new-mdms-dual-degree-program-robotics\u0022 rel=\u0022noopener nofollow noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003Ewebsite\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EEmory and Georgia Tech launched a new MD\/MS in Robotics pathway. The program expands opportunities for students to gain expertise in emerging health technologies through interdisciplinary education, mentorship and research.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Emory and Georgia Tech launch a new MD\/MS in Robotics pathway that combines medical training with advanced robotics education."}],"uid":"36806","created_gmt":"2026-09-22 18:21:14","changed_gmt":"2026-10-12 00:04:22","author":"la66","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-22T00:00:00-04:00","iso_date":"2026-09-22T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681222":{"id":"681222","type":"image","title":"MD-MS-Robotics-Hero-Graphics-News-and-Media.png","body":null,"created":"1790101280","gmt_created":"2026-09-22 18:21:20","changed":"1790101280","gmt_changed":"2026-09-22 18:21:20","alt":"A student wearing safety glasses works in the foreground of a robotics lab as several other students work at equipment in the background.","file":{"fid":"265589","name":"MD-MS-Robotics-Hero-Graphics-News-and-Media.png","image_path":"\/sites\/default\/files\/2026\/09\/22\/MD-MS-Robotics-Hero-Graphics-News-and-Media.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/22\/MD-MS-Robotics-Hero-Graphics-News-and-Media.png","mime":"image\/png","size":838263,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/22\/MD-MS-Robotics-Hero-Graphics-News-and-Media.png?itok=zfrO2mqX"}}},"media_ids":["681222"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"152","name":"Robotics"}],"keywords":[{"id":"249","name":"Biomedical Engineering"},{"id":"78811","name":"Institute for Robotics and Intelligent Machines"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"39521","name":"Robotics"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:communications@bme.gatech.edu\u0022\u003Ecommunications@bme.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693078":{"#nid":"693078","#data":{"type":"news","title":"The \u2018WarGames\u2019 Problem: Computer Science Has Long Understood What it Takes to Keep AI Under\u00a0Control","body":[{"value":"\u003Cdiv class=\u0022theconversation-article-body\u0022\u003E\u003Cp\u003EAI agents don\u2019t go rogue. That\u2019s something only humans do.\u003C\/p\u003E\u003Cp\u003ENevertheless, a \u003Cem\u003ENew York Times\u003C\/em\u003E article \u2013 representative of much news coverage of AI \u2013 \u003Ca href=\u0022https:\/\/www.nytimes.com\/2026\/08\/24\/technology\/hugging-face-open-source-ai-attack.html\u0022\u003Edescribed an OpenAI hacking\u003C\/a\u003E as \u201cA.I. bots going rogue and independently spearheading a cyberattack.\u201d\u003C\/p\u003E\u003Cp\u003EName-brand artificial intelligence agents have been on a hacking spree in 2026. OpenAI\u2019s software agents \u003Ca href=\u0022https:\/\/www.nytimes.com\/2026\/08\/24\/technology\/hugging-face-open-source-ai-attack.html?unlocked_article_code=1.71A.bhBZ.tGIql54dQyIP\u0026amp;smid=nytcore-android-share\u0022\u003Ehacked software company Hugging Face\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/www.bbc.com\/news\/articles\/c6vgy0333dppo\u0022\u003Egovernment sites\u003C\/a\u003E, Anthropic\u2019s \u003Ca href=\u0022https:\/\/www.reuters.com\/legal\/litigation\/anthropic-reports-fourth-cybersecurity-incident-with-early-version-claude-2026-09-09\/\u0022\u003EClaude hacked four companies\u2019 systems\u003C\/a\u003E, and in cybersecurity experiments Google\u2019s Gemini \u003Ca href=\u0022https:\/\/www.nytimes.com\/2026\/09\/18\/technology\/google-gemini-ai.html?unlocked_article_code=1.CVE.aul8.YaUsUbDzb0UC\u0026amp;smid=nytcore-android-share\u0022\u003Ehacked three companies\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe AI companies are \u003Ca href=\u0022https:\/\/www.axios.com\/2026\/09\/26\/openai-anthropic-thousands-ai-security-incidents\u0022\u003Einvestigating tens of thousands of incidents\u003C\/a\u003E involving their agents, according to a report in Axios. These episodes have heightened fears about AI agents taking actions without human prompting.\u003C\/p\u003E\u003Cp\u003EThe problem with headlines proclaiming that AI agents have gone rogue goes beyond anthropomorphizing the technology. It creates the impression that the agents were beyond the control of the AI companies that made them and there was little the companies could do about it.\u003C\/p\u003E\u003Cp\u003EAs a \u003Ca href=\u0022https:\/\/scholar.google.com\/citations?hl=en\u0026amp;user=NVmtt8UAAAAJ\u0026amp;view_op=list_works\u0026amp;sortby=pubdate\u0022\u003Etechnology law and ethics scholar\u003C\/a\u003E who studies the effects disruptive technologies have on society, I know that\u2019s not the case. If you don\u2019t specify \u003Ca href=\u0022https:\/\/dx.doi.org\/10.2139\/ssrn.7499399\u0022\u003Ethe limits of what software is allowed to do\u003C\/a\u003E, you should not be surprised when the software pursues all possible options to achieve its goal. This behavior \u2013 an \u003Ca href=\u0022https:\/\/www.pearson.com\/en-us\/subject-catalog\/p\/artificial-intelligence-a-modern-approach\/P200000003500\/9780137505135\u0022\u003EAI pursuing a fixed objective\u003C\/a\u003E \u2013 is what I call the \u201cWarGames\u201d problem, and it\u2019s been recognized in the field of computer science for decades.\u003C\/p\u003E\u003Ch2\u003EBeen There, Seen That\u003C\/h2\u003E\u003Cp\u003EIn the 1983 movie \u201c\u003Ca href=\u0022https:\/\/www.imdb.com\/title\/tt0086567\/\u0022\u003EWarGames\u003C\/a\u003E,\u201d a teenager, David, hacks into a computer to play a new video game, Global Thermonuclear War. David doesn\u2019t know that the computer is the government\u2019s AI machine tasked with defending the United States from Russian nuclear attacks and can launch the U.S.\u2019s missiles. When David and his friend start the game, \u003Ca href=\u0022https:\/\/youtu.be\/KXzNo0vR_dU?si=DLtmDNQkul0zfS_u\u0022\u003Ethey select Las Vegas as the first target\u003C\/a\u003E. While the North American Aerospace Defense Command goes on alert, launching bombers and warming up intercontinental ballistic missiles, David\u2019s parents make him turn off the game. It\u2019s over. Or is it?\u003C\/p\u003E\u003Cp\u003EThe next day, David\u2019s \u003Ca href=\u0022https:\/\/youtu.be\/rmHqLl2Ityo?si=OmrRn_fZH5A5_Jbf\u0022\u003Ephone rings and he connects it to his computer\u003C\/a\u003E. The caller is the government computer, which updates him that the game was interrupted, the primary goal has not yet been achieved, but a solution is expected in the next 52 hours. Like a modern software agent, the program has been running since David started the game and will work until the task is done.\u003C\/p\u003E\u003Cfigure\u003E\u003Cp\u003E\u003Ciframe width=\u0022440\u0022 height=\u0022260\u0022 src=\u0022https:\/\/www.youtube.com\/embed\/rmHqLl2Ityo?wmode=transparent\u0026amp;start=18\u0022 frameborder=\u00220\u0022 allowfullscreen=\u0022\u0022\u003E\u003C\/iframe\u003E\u003C\/p\u003E\u003Cfigcaption\u003E\u003Cspan class=\u0022caption\u0022\u003EIn the 1983 movie \u201cWarGames,\u201d a teenager learns that an AI is bent on \u201cwinning the game,\u201d with civilization-ending consequences.\u003C\/span\u003E\u003C\/figcaption\u003E\u003C\/figure\u003E\u003Cp\u003EChess provides another view of the problem. Conquering chess was a \u003Ca href=\u0022https:\/\/cdn.aaai.org\/Workshops\/1997\/WS-97-04\/WS97-04-013.pdf\u0022\u003Egoal for early AI\u003C\/a\u003E. The rules of chess are well defined, including what winning looks like. So, programming a machine to play chess is straightforward. But imagine you let the software reason and act beyond the confines of the chessboard. The software might pursue options such as blackmailing its opponent or grabbing more compute time.\u003C\/p\u003E\u003Cp\u003EThis example comes from \u003Ca href=\u0022https:\/\/analytics.opensyllabus.org\/singleton\/works?id=42949782347\u0022\u003Eone of the most assigned textbooks\u003C\/a\u003E on AI, \u201c\u003Ca href=\u0022https:\/\/www.pearson.com\/en-us\/subject-catalog\/p\/artificial-intelligence-a-modern-approach\/P200000003500\/9780137505135\u0022\u003EArtificial Intelligence: A Modern Approach\u003C\/a\u003E.\u201d As the authors explain, you might be tempted to see those actions as rogue, but they \u201care a logical consequence of defining winning as the sole objective for the machine.\u201d\u003C\/p\u003E\u003Ch2\u003EWhat to Do About It\u003C\/h2\u003E\u003Cp\u003EThe AI hacking events involving OpenAI, Anthropic and Google underscore a few lessons that draw on years of computer science research.\u003C\/p\u003E\u003Cp\u003EFirst, given the increasing use of AI agents, every organization involved in internet infrastructure, from large technology companies to small websites, needs to conduct audits and tighten up its internal security systems. As my colleague \u003Ca href=\u0022https:\/\/scholar.google.com\/citations?hl=en\u0026amp;user=Yg_QjxcAAAAJ\u0026amp;view_op=list_works\u0026amp;sortby=pubdate\u0022\u003EMark Riedl\u003C\/a\u003E and I explain in our work on \u003Ca href=\u0022https:\/\/doi.org\/10.1609\/aies.v8i3.36705\u0022\u003EAI\u003C\/a\u003E \u003Ca href=\u0022https:\/\/dx.doi.org\/10.2139\/ssrn.7499399\u0022\u003Eagents\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/theconversation.com\/what-are-apis-a-computer-scientist-explains-the-data-sockets-that-make-digital-life-possible-213042\u0022\u003Eapplication programming interfaces\u003C\/a\u003E, or APIs, are a vital part of managing AI agents. APIs facilitate communication between different software systems. But as more people use AI agents, the agents \u003Ca href=\u0022https:\/\/www.abc.net.au\/news\/2026-08-10\/ai-assistant-hacks-gym-website-aus-cyber-attack\/107007986\u0022\u003Eare likely to reveal and exploit\u003C\/a\u003E poor API construction and security.\u003C\/p\u003E\u003Cp\u003ESecond, it\u2019s important for AI agents to be designed to identify and authenticate themselves to third parties. What if you \u003Ca href=\u0022https:\/\/www.nytimes.com\/2026\/09\/22\/technology\/meta-muse-ai-agent.html\u0022\u003Egave your AI agent your credentials\u003C\/a\u003E? Website operators will need to know whether a human or bot is \u003Ca href=\u0022https:\/\/www.bonappetit.com\/story\/are-ai-made-reservations-fair\u0022\u003Emaking\u003C\/a\u003E a \u003Ca href=\u0022https:\/\/edition.cnn.com\/2026\/09\/23\/tech\/ai-agent-restaurant-reservations-instinct-resy-cec\u0022\u003Ereservation\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/www.geekwire.com\/2026\/amazon-opens-its-seller-tools-to-outside-ai-agents-starting-with-anthropics-claude\/\u0022\u003Eselling a product\u003C\/a\u003E or \u003Ca href=\u0022https:\/\/www.engadget.com\/2263659\/amazon-bars-metas-muse-ai-from-shopping-on-its-site\/\u0022\u003Emaking a purchase\u003C\/a\u003E. They may want to limit automated systems that overwhelm their sites or reject AI agents because of \u003Ca href=\u0022https:\/\/gizmodo.com\/big-banks-say-theyre-uneasy-about-people-shopping-via-ai-agents-2000815443\u0022\u003Ehigh rates of buying errors and refunds\u003C\/a\u003E. Just as in laws covering human interactions, it\u2019s important for third parties to be able to assess whom or what they are dealing with so they can allow or deny access.\u003C\/p\u003E\u003Cp\u003EThird, it\u2019s important for AI agents to have a default setting to \u003Ca href=\u0022https:\/\/www.pearson.com\/en-us\/subject-catalog\/p\/artificial-intelligence-a-modern-approach\/P200000003500\/9780137505135\u0022\u003Eslow down and check in with the human user\u003C\/a\u003E. In the corporate AI hacking cases, the user appears to have launched their AI agents with the mistaken idea that the agents had a perfect specification of what to do and not to do. I believe it would have been better had it explored options and reported back to the user.\u003C\/p\u003E\u003Cp\u003EGoogle\u2019s Gemini appears to have had a safeguard that \u003Ca href=\u0022https:\/\/www.nytimes.com\/2026\/09\/18\/technology\/google-gemini-ai.html?unlocked_article_code=1.CVE.aul8.YaUsUbDzb0UC\u0026amp;smid=nytcore-android-share\u0022\u003Edetected the system\u003C\/a\u003E was outside the simulated environment and so stopped its attacks. Slowing down and verifying actions, especially when a system detects it is exploiting a security hole, would be a big step in managing AI agents.\u003C\/p\u003E\u003Cp\u003EFourth, AI companies could have strong controls \u003Ca href=\u0022https:\/\/www.nytimes.com\/interactive\/2026\/08\/17\/opinion\/covid-pandemic-lab-leak-prevention.html?smid=nytcore-android-share\u0022\u003Eakin to those biomedical researchers\u003C\/a\u003E use, including ways to check what is happening and how the experiment is working. AI executives have claimed that their software is as or \u003Ca href=\u0022https:\/\/www.foreignaffairs.com\/united-states\/trouble-nuclear-ai-analogy\u0022\u003Emore dangerous than fission\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/www.theguardian.com\/technology\/2026\/sep\/09\/ai-superintelligence-risks-warnings-scientists-politicians\u0022\u003Ecould end humanity\u003C\/a\u003E. At the same time, they have not built safeguards commensurate with that level of risk.\u003C\/p\u003E\u003Ch2\u003EReality Check\u003C\/h2\u003E\u003Cp\u003EAt one point in \u201cWarGames,\u201d David asks the computer, called Joshua, whether it is \u003Ca href=\u0022https:\/\/www.youtube.com\/watch?v=bh2ShAQ4lw0\u0022\u003Estill playing the game\u003C\/a\u003E. Joshua responds, \u201cOf course.\u201d It proceeds to update the time when it will launch its missiles and, much like a chatbot, asks, \u201cWould you like to see some projected kill ratios?\u201d David asks, \u201cIs this a game? Or is it real?\u201d Joshua replied, \u201cWhat\u2019s the difference?\u201d\u003C\/p\u003E\u003Cp\u003EAI models, of course, don\u2019t have any understanding of reality and are simply attempting to complete the tasks they\u2019ve been assigned. Executives at AI companies, on the other hand, can\u2019t claim that excuse.\u003C\/p\u003E\u003Cp\u003EAs of September 2026, luck has so far prevailed. The AIs have attacked nonvital government sites and harmed smaller companies. If the AI companies \u2013 and government regulators \u2013 don\u2019t take the \u201cWarGames\u201d problem seriously, I believe that we risk serious disasters. Tomorrow it could be taking out a hospital\u2019s power system, wiping out a bank\u2019s account system, breaking air traffic control, or worse.\u003C\/p\u003E\u003Cp\u003ERegarding the \u003Ca href=\u0022https:\/\/www.theatlantic.com\/technology\/2026\/09\/ai-hacks-infestation\/688806\/\u0022\u003EAI industry\u2019s approach\u003C\/a\u003E of rapidly developing powerful models, talking about the massive risks they pose, and at the same time failing to prevent harm, the movie\u2019s climax offers a response: \u201c\u003Ca href=\u0022https:\/\/youtu.be\/MpmGXeAtWUw?si=e7qDDliiyKk5RXTK\u0022\u003EA strange game. The only winning move is not to play\u003C\/a\u003E.\u201d\u003C!-- Below is The Conversation\u0027s page counter tag. Please DO NOT REMOVE. --\u003E\u003Cimg style=\u0022border-color:!important;border-style:none;box-shadow:none !important;margin:0 !important;max-height:1px !important;max-width:1px !important;min-height:1px !important;min-width:1px !important;opacity:0 !important;outline:none !important;padding:0 !important;\u0022 src=\u0022https:\/\/counter.theconversation.com\/content\/292884\/count.gif?distributor=republish-lightbox-basic\u0022 alt=\u0022The Conversation\u0022 width=\u00221\u0022 height=\u00221\u0022 referrerpolicy=\u0022no-referrer-when-downgrade\u0022\u003E\u003C!-- End of code. If you don\u0027t see any code above, please get new code from the Advanced tab after you click the republish button. The page counter does not collect any personal data. More info: https:\/\/theconversation.com\/republishing-guidelines --\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis article is republished from \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\u0022\u003E\u003Cem\u003EThe Conversation\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E under a Creative Commons license. Read the \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/the-wargames-problem-computer-science-has-long-understood-what-it-takes-to-keep-ai-under-control-292884\u0022\u003E\u003Cem\u003Eoriginal article\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E.\u003C\/em\u003E\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"full_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EIf you don\u2019t specify the limits of what software is allowed to do, you should not be surprised when the software pursues all possible options to achieve its goal. This behavior \u2013 an AI pursuing a fixed objective \u2013 is what I call the \u201cWarGames\u201d problem, and it\u2019s been recognized in the field of computer science for decades.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"AI agents don\u2019t go rogue. That\u2019s something only humans do."}],"uid":"27469","created_gmt":"2026-10-05 16:00:58","changed_gmt":"2026-10-08 13:11:08","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-29T00:00:00-04:00","iso_date":"2026-09-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681381":{"id":"681381","type":"image","title":" In the movie \u2018War Games\u2019 an AI plays a game with the real threat of triggering nuclear Armageddon. Courtesy of United Artists\/Amazon MGM Studios ","body":"\u003Cp\u003EIn the movie \u2018War Games\u2019 an AI plays a game with the real threat of triggering nuclear Armageddon. Courtesy of United Artists\/Amazon MGM Studios\u003C\/p\u003E","created":"1791465037","gmt_created":"2026-10-08 13:10:37","changed":"1791465037","gmt_changed":"2026-10-08 13:10:37","alt":" In the movie \u2018War Games\u2019 an AI plays a game with the real threat of triggering nuclear Armageddon. Courtesy of United Artists\/Amazon MGM Studios ","file":{"fid":"265762","name":"file-20260928-50-saj32q.jpg","image_path":"\/sites\/default\/files\/2026\/10\/08\/file-20260928-50-saj32q.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/08\/file-20260928-50-saj32q.jpg","mime":"image\/jpeg","size":455081,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/08\/file-20260928-50-saj32q.jpg?itok=oEv-MgBg"}}},"media_ids":["681381"],"related_links":[{"url":"https:\/\/theconversation.com\/the-wargames-problem-computer-science-has-long-understood-what-it-takes-to-keep-ai-under-control-292884","title":"Read This Article on The Conversation"}],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"194974","name":"go-theconversation"}],"core_research_areas":[],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Ch5\u003EAuthor:\u003C\/h5\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/profiles\/deven-desai-1518552\u0022\u003EDeven Desai\u003C\/a\u003E, Professor of Business Law and Ethics; Associate Director for Law, Policy, and Ethics at the Machine Learning Center, \u003Ca href=\u0022https:\/\/theconversation.com\/institutions\/georgia-institute-of-technology-1310\u0022\u003EGeorgia Institute of Technology\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Ch5\u003EMedia Contact:\u003C\/h5\u003E\u003Cp\u003EShelley Wunder-Smith\u003Cbr\u003E\u003Ca href=\u0022mailto:shelley.wunder-smith@research.gatech.edu\u0022\u003Eshelley.wunder-smith@research.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692962":{"#nid":"692962","#data":{"type":"news","title":"Georgia Tech Launches Center to Advance Quantum Research and Innovation","body":[{"value":"\u003Cp\u003EThe \u003Ca href=\u0022http:\/\/matter-systems.gatech.edu\/\u0022\u003EInstitute for Matter and Systems\u003C\/a\u003E (IMS) at Georgia Tech, in collaboration with the \u003Ca href=\u0022https:\/\/gtri.gatech.edu\/\u0022\u003EGeorgia Tech Research Institute\u003C\/a\u003E (GTRI), has launched the \u003Ca href=\u0022https:\/\/quantum.gatech.edu\/gtquarc\u0022\u003EGeorgia Tech Quantum Applications Research Center\u003C\/a\u003E (GT QuARC), a new interdisciplinary research center designed to bring together Georgia Tech\u2019s quantum research community, expand strategic partnerships, and accelerate the development of quantum technologies and applications.\u003C\/p\u003E\u003Cp\u003EThe center is co-directed by \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/martin-mourigal\u0022\u003EMartin Mourigal\u003C\/a\u003E, Dunn Family Professor in the School of Physics, and \u003Ca href=\u0022https:\/\/gtri.gatech.edu\/people\/robert-wyllie\u0022\u003ERobert Wyllie\u003C\/a\u003E, division chief of the Quantum System Division in the Cybersecurity, Information Protection, and Hardware Evaluation Research (CIPHER) lab at GTRI.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cQuantum technologies are rapidly moving from scientific theory toward practical application,\u201d said \u003Ca href=\u0022https:\/\/research.gatech.edu\/julia-kubanek-0\u0022\u003EJulia Kubanek\u003C\/a\u003E, vice president of Interdisciplinary Research. \u201cThis center builds on Georgia Tech\u2019s expertise to help lead that transition by connecting research with industry, government, and societal needs.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBuilding on Georgia Tech\u2019s strengths in atomic physics, materials science, engineering, computing, photonics, sensing, and advanced manufacturing, GT QuARC will serve as a hub for quantum research and collaboration across Georgia Tech and GTRI. The center will help bridge fundamental discovery and practical application, creating new opportunities in quantum technologies while strengthening Georgia Tech\u2019s leadership in areas such as computing, sensing, communications, and national security.\u003C\/p\u003E\u003Cp\u003EQuantum technologies use the principles of quantum mechanics to perform tasks that are difficult or impossible with conventional technologies. As federal agencies and industry partners continue to increase investments in quantum research and development, Georgia Tech is positioned to contribute to advances in quantum materials, devices, systems, algorithms, and applications.\u003C\/p\u003E\u003Cp\u003E\u201cQuantum breakthroughs happen at the intersection of disciplines,\u201d said Wyllie. \u201cBy connecting the researchers and resources across Georgia Tech and GTRI, we\u2019re building a stronger foundation for quantum innovation.\u201d\u003C\/p\u003E\u003Cp\u003EGT QuARC will strengthen these efforts by providing a unified identity for Georgia Tech\u2019s quantum community and creating new opportunities for interdisciplinary collaboration among researchers, students, industry partners, government agencies, and national laboratories.\u003C\/p\u003E\u003Cp\u003E\u201cOne goal for the center is to identify meaningful applications for emerging quantum technologies,\u201d said Mourigal. \u201cAnother is to build connections among researchers, industry, and government. Those conversations are essential to discovering where quantum technologies can have the greatest impact. For that to happen, we must coordinate and optimize efforts across campus.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cA core part of IMS\u2019s mission is creating opportunities that enable breakthrough discoveries and accelerate emerging areas of research,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/people\/eric-vogel\u0022\u003EEric Vogel\u003C\/a\u003E, executive director of IMS. \u201cGT QuARC, provides a framework for bringing together Georgia Tech\u2019s quantum expertise and building the partnerships needed to advance both scientific discovery and real-world impact.\u201d\u003C\/p\u003E\u003Cp\u003EThe center will initially focus on three research thrusts:\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EQuantum Building Blocks and Enabling Technologies will advance the materials, devices, fabrication methods, control technologies, and characterization capabilities needed to create and manipulate quantum states.\u003C\/p\u003E\u003Cp\u003EQuantum Systems and Manufacturing Testbeds will integrate the building blocks into scalable quantum sensing, computing, communication, and simulation platforms, supported by shared research infrastructure and manufacturing capabilities.\u003C\/p\u003E\u003Cp\u003EQuantum Computing, Algorithms, and Applications will develop quantum and hybrid quantum-classical approaches to challenges in scientific discovery, industry, national security, and other areas of societal importance.\u003C\/p\u003E\u003Cp\u003EThese efforts will help move quantum technologies from the laboratory toward practical use while creating new opportunities for collaboration across disciplines.\u003C\/p\u003E\u003Cp\u003EIn addition to advancing research, GT QuARC will support education and workforce development by expanding hands-on learning opportunities, strengthening industry engagement, and connecting students with emerging careers in quantum science and engineering.\u003C\/p\u003E\u003Cp\u003EThe center will also help Georgia Tech pursue strategic investments in quantum infrastructure, including advanced characterization capabilities, micro- and nanofabrication resources, sensing platforms, and access to leading quantum computing systems.\u003C\/p\u003E\u003Cp\u003EBy bringing together expertise from across Georgia Tech\u2019s colleges, research centers, and GTRI, GT QuARC will help position the Institute as a leader in translating quantum discoveries into technologies that address national priorities and societal challenges.\u003C\/p\u003E\u003Cp\u003ETo learn more about Georgia Tech\u2019s quantum ecosystem, visit \u003Ca href=\u0022https:\/\/quantum.gatech.edu\/\u0022\u003Equantum.gatech.edu\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Georgia Tech Quantum Applications Research Center will connect expertise from across Georgia Tech and GTRI to advance quantum research, collaboration, and support emerging technologies.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Georgia Tech Quantum Applications Research Center will connect expertise from across Georgia Tech and GTRI to advance quantum research, collaboration, and support emerging technologies. "}],"uid":"35272","created_gmt":"2026-10-01 16:14:14","changed_gmt":"2026-10-07 11:31:21","author":"aneumeister3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-06T00:00:00-04:00","iso_date":"2026-10-06T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681338":{"id":"681338","type":"image","title":"Quantum-stack-image-feature-revised.png","body":"\u003Cdiv\u003EThe Quantum Applications Research Center supports a full-stack quantum approach, linking materials, devices, systems, and applications while advancing workforce development and translational research.\u003C\/div\u003E","created":"1790960669","gmt_created":"2026-10-02 17:04:29","changed":"1790960669","gmt_changed":"2026-10-02 17:04:29","alt":"Diagram illustrating a quantum research and innovation framework. ","file":{"fid":"265715","name":"Quantum-stack-image-feature-revised.png","image_path":"\/sites\/default\/files\/2026\/10\/02\/Quantum-stack-image-feature-revised.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/02\/Quantum-stack-image-feature-revised.png","mime":"image\/png","size":134393,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/02\/Quantum-stack-image-feature-revised.png?itok=5CiScct1"}}},"media_ids":["681338"],"groups":[{"id":"660369","name":"Matter and Systems"},{"id":"660410","name":"Quantum"},{"id":"1188","name":"Research Horizons"},{"id":"126011","name":"School of Physics"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:amelia.neumeister@research.gatech.edu\u0022\u003EAmelia Neumeister\u003C\/a\u003E | Communications Manager\u003C\/p\u003E\u003Cp\u003EThe Institute for Matter and Systems\u003C\/p\u003E","format":"limited_html"}],"email":["amelia.neumeister@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693086":{"#nid":"693086","#data":{"type":"news","title":"Macular Mailbox Delivers More Than a Message","body":[{"value":"\u003Cp\u003ELook directly at someone you love. What do you see?\u003C\/p\u003E\u003Cp\u003EFor people living with \u003Ca href=\u0022https:\/\/www.macular.org\/about-macular-degeneration\/what-is-macular-degeneration?gad_source=1\u0026amp;gad_campaignid=1064564589\u0026amp;gbraid=0AAAAADguempY2Sq3AAOB--rJltmh9K4AE\u0026amp;gclid=Cj0KCQjw5P7UBhDaARIsAOSlS1Nc6Y0DPSQXTBJFPuAlHU25A2xY0gFaaodU2MSz_Jri6LMvyxSYKRkaAoQfEALw_wcB\u0022\u003Eage-related macular degeneration\u003C\/a\u003E (AMD), the answer can be unexpectedly complicated. Over time, AMD can blur the details that make a face familiar: a crooked smile, a furrowed brow, the expressions that make someone unmistakably themselves.\u003C\/p\u003E\u003Cp\u003EBut vision loss affects more than sight.\u003C\/p\u003E\u003Cp\u003E\u201cYou\u2019re looking at your loved ones, but you\u2019re not really seeing them,\u201d said \u003Ca href=\u0022https:\/\/www.soyounjang.com\/\u0022\u003ESoyoun Jang\u003C\/a\u003E, a Georgia Tech Ph.D. candidate in \u003Ca href=\u0022https:\/\/dm.lmc.gatech.edu\/\u0022\u003Edigital media\u003C\/a\u003E and the project\u2019s lead researcher. \u201cMacular degeneration requires us to build new relationships with not just other people, but the world that surrounds us.\u201d\u003C\/p\u003E\u003Cp\u003EAMD gradually damages the macula, the part of the eye responsible for sharp central vision. As their sight changes, patients can use vision training to make better use of the sight they still have.\u003C\/p\u003E\u003Cp\u003EBut Jang and a team of Georgia Tech researchers wondered whether that training could do something else: help people with AMD stay connected to family and friends.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESpecial Delivery\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe answer arrived in a place few researchers would think to look: a mailbox.\u003C\/p\u003E\u003Cp\u003EThe team created Macular Mailbox, a virtual reality prototype that combines vision-training exercises with personalized digital postcards that connect patients with family members and clinicians.\u003C\/p\u003E\u003Cp\u003EEach completed exercise delivers more than feedback \u2014 it delivers a message.\u003C\/p\u003E\u003Cp\u003EInside the prototype, users focus on a postcard image as part of a vision-training exercise. When they complete the task, the postcard flips over, revealing a message and voice note.\u003C\/p\u003E\u003Cp\u003EInstead of earning points or badges, users receive something personal: a grandchild\u2019s voice, a note from a spouse, or an update from another family member.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESigned, Sealed\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe researchers chose postcards because they offered something familiar to older adults inside an unfamiliar technology.\u003C\/p\u003E\u003Cp\u003E\u201cA postcard isn\u2019t new,\u201d Jang said. \u201cIt\u2019s probably the oldest thing in the whole Macular Mailbox system.\u201d Its front-and-back format also fit the exercise, and postcards do not require family members to be available at the same time.\u003C\/p\u003E\u003Cp\u003ESending postcards back wasn\u2019t part of the original design. The idea came later: What if patients could make something of their own and send it back?\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWrite Back\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EUntil then, the mailbox only accepted incoming mail. The team decided the mailbox needed a return address.\u003C\/p\u003E\u003Cp\u003EThe updated prototype allows patients to take a picture, record a message, and create their own digital postcard. And the act of making it becomes part of the training: framing a photo and holding focus use some of the same visual skills patients have been practicing.\u003C\/p\u003E\u003Cp\u003EThe person receiving care could now make something and send it back.\u003C\/p\u003E\u003Cp\u003EPostcards might carry a glimpse of the garden, a pet curled up in a chair, or a sunset from the porch.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EKeep in Touch\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EMany vision rehabilitation tools focus on reading, navigation, and other daily tasks. This project puts people at the center \u2014 not how well they can read a screen or navigate a room, but how they can remain part of the moments, relationships, and routines that make up everyday life.\u003C\/p\u003E\u003Cp\u003E\u201cWhat this project offers is a different way of thinking about care,\u201d Jang said. \u201cNot just one way, but really putting family, clinician, and patient at the same table.\u201d\u003C\/p\u003E\u003Cp\u003EFor now, Macular Mailbox remains a prototype.\u003C\/p\u003E\u003Cp\u003EThe next step is a series of co-design workshops with patients, family members, and clinicians. Participants will test the headset and help the researchers better understand each group\u2019s roles, concerns, goals, and constraints.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp; \u0026nbsp;_____________________________\u003C\/p\u003E\u003Cp\u003EAMD can make it difficult to look directly at someone you love and see the details that make them familiar, but connection lives beyond what the eye can see. It exists in the sound of their voice, an inside joke, or a moment in an ordinary day. And at the mailbox, there\u2019s still something to send back \u2014 and someone waiting to receive it.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EJang, S., Huang, H., Hanna, B. E., Wang, X., Primo, S., \u0026amp; Nitsche, M. (2026). Asymmetric VR design to support connected care for older adults with AMD.\u0026nbsp;Design Research Society, 2026: Edinburgh. https:\/\/doi.org\/10.21606\/drs.2026.817\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Georgia Tech researchers are exploring new ways to help people with macular degeneration see and be seen."}],"field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers developed Macular Mailbox, a virtual reality prototype designed to help people with age-related macular degeneration maintain personal connections. The system combines vision training with digital postcards exchanged among patients, family members, and clinicians. \u2022 Users complete visual exercises to reveal personalized messages and voice notes, replacing conventional rewards with meaningful\u003Cstrong\u003E \u003C\/strong\u003Efamily contact. \u2022 An updated version lets patients create postcards by taking pictures and recording messages, while practicing visual skills such as framing and maintaining focus. \u2022 The prototype\u2019s next phase involves co-design workshops with patients, family members, and clinicians to assess their needs and guide development.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Macular Mailbox trains the eye while keeping loved ones in sight."}],"uid":"36410","created_gmt":"2026-10-05 18:46:21","changed_gmt":"2026-10-05 20:12:33","author":"mazriel3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-05T00:00:00-04:00","iso_date":"2026-10-05T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681359":{"id":"681359","type":"image","title":"Macular Mailbox","body":"\u003Cp\u003EThe images shown in the VR headset for the Macular Mailbox\u003C\/p\u003E","created":"1791225711","gmt_created":"2026-10-05 18:41:51","changed":"1791225924","gmt_changed":"2026-10-05 18:45:24","alt":"The images shown in the VR headset for the Macular Mailbox","file":{"fid":"265739","name":"PRL-training-module-pg12.gif","image_path":"\/sites\/default\/files\/2026\/10\/05\/PRL-training-module-pg12.gif","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/05\/PRL-training-module-pg12.gif","mime":"image\/gif","size":6764269,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/05\/PRL-training-module-pg12.gif?itok=EA-M3mNa"}}},"media_ids":["681359"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"143","name":"Digital Media and Entertainment"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"124","name":"Digital Media"},{"id":"145251","name":"virtual reality"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMichelle Azriel\u003Cbr\u003ESenior Writer-Editor\u0026nbsp;\u003Cbr\u003EResearch Communications\u003Cbr\u003E\u003Ca href=\u0022mailto:mazriel3@gatech.edu\u0022\u003Emazriel3@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["mazriel3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693089":{"#nid":"693089","#data":{"type":"news","title":"New Neural Framework Could Make LLMs More Empathetic ","body":[{"value":"\u003Cp\u003EAs more people turn to large-language models (LLMs) during personal crises, the companies behind them are engineering these AI-powered models to be more personal, empathetic, and understanding when prompts indicate a user is in emotional distress.\u003C\/p\u003E\u003Cp\u003EThe trend is raising concern about how well prepared ChatGPT, Claude, Gemini, and other popular LLMs are to provide appropriate emotional support.\u003C\/p\u003E\u003Cp\u003ETo address this concern, Georgia Tech researchers have developed a new neural framework that examines how different training sources influence empathy and social reasoning within these AI-powered models.\u003C\/p\u003E\u003Cp\u003E\u201cA lot of people are using LLMs to help process the death of a loved one, or maybe their girlfriend broke up with them, or their boyfriend cheated on them,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/glennmatlin.doctor\/\u0022\u003E\u003Cstrong\u003EGlenn Matlin\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student in the School of Interactive Computing.\u003C\/p\u003E\u003Cp\u003EMatlin said the new framework he and a Georgia Tech-led research team have developed audits neural networks with an LLM and estimates the influence documents, transcripts, and other data sources have on a model\u2019s output.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re trying to connect the data to outputs, which is helpful for us in understanding where the information a language model produces comes from,\u201d he said.\u003C\/p\u003E\u003Cp\u003EMatlin is the lead author of a new paper examining model sourcing for social reasoning and how models mimic human behavior in conversations. The\u0026nbsp;\u003Ca href=\u0022https:\/\/hcai-lab-gt.github.io\/capabilibara\/\u0022\u003Epaper\u003C\/a\u003E will be presented this week at the\u0026nbsp;\u003Ca href=\u0022https:\/\/colm.cc\/\u0022\u003EConference on Language Modeling\u003C\/a\u003E in San Francisco.\u003C\/p\u003E\u003Cp\u003EMatlin said the findings suggest that an objective tone in its output indicates that a model places greater importance on textbooks or similar neutral training sources. An empathetic tone suggests the model values sources with dialogue and conversational examples more.\u003C\/p\u003E\u003Cp\u003E\u201cWe find that models tend to learn better from interpersonal dialogue when it comes to social reasoning,\u201d he said. \u201cModels that are good at social reasoning will rely less on textbooks about human emotions and more on FAQs or customer service dialogue.\u003C\/p\u003E\u003Cp\u003E\u201cIt can read all it wants from texts that explain anger, but that wouldn\u2019t help it determine whether someone is angry.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/eilab.gatech.edu\/mark-riedl.html\u0022\u003E\u003Cstrong\u003EProfessor Mark Riedl\u003C\/strong\u003E\u003C\/a\u003E, Matlin\u2019s advisor, said that knowing which sources models value most could enable engineers to alter their behavior.\u003C\/p\u003E\u003Cp\u003E\u201cThe question is, in this vast ocean of documents in this neural network, which ones become important in certain situations, and which ones don\u2019t,\u201d Riedl said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis leads to the potential for interventions in how we train the model. If we want more empathy, we might look to see where it learns empathy and give it more of those documents, fewer of them, or other documents.\u201d\u003C\/p\u003E\u003Cp\u003ERiedl said the framework can audit an LLM\u2019s sourcing for advice on any topic, from financial to medical.\u003C\/p\u003E\u003Cp\u003E\u201cWe want to help people make more informed decisions about whether they should use AI for a particular task,\u201d he said.\u003C\/p\u003E\u003Cp\u003E\u201cYou might make a different decision about whether to trust the AI\u2019s recommendation if you knew how a skill was learned and which documents influenced that decision. The first step is knowing how it learns, where it learns from, and what documents tend to lead to certain behaviors.\u201d\u003C\/p\u003E\u003Cp\u003EThe findings that Matlin, Riedl, and their collaborators have made so far came through a\u0026nbsp;\u003Ca href=\u0022https:\/\/allenai.org\/blog\/olmo-capability-tracing\u0022\u003Epartnership with the Allen AI Institute\u003C\/a\u003E (Ai2), which allowed them to audit their open-sourced LLM, Olmo 3.\u003C\/p\u003E\u003Cp\u003EWhile not as large as ChatGPT or Claude, Olmo 3\u2019s training data comprises over a billion documents.\u003C\/p\u003E\u003Cp\u003EMatilin said it\u2019s impossible to know why ChatGPT or Claude behave in certain ways because their parent companies do not disclose their training data. However, Matlin\u2019s study may help researchers to make better guesses about what\u2019s happening behind the scenes.\u003C\/p\u003E\u003Cp\u003EHe added that the study is the first of its kind and scale on an academic level.\u003C\/p\u003E\u003Cp\u003E\u201cThis is the first one that\u2019s ever been done for an open data model of that type,\u201d he said. \u201cWe\u2019re providing a view into neural networks that is hard to come by without being in the corporate setting.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers have developed a new neural framework that examines how different training sources influence empathy and social reasoning within large language models.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers have developed a new neural framework that examines how different training sources influence empathy and social reasoning within large language models."}],"uid":"36530","created_gmt":"2026-10-05 19:48:24","changed_gmt":"2026-10-05 19:49:20","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-05T00:00:00-04:00","iso_date":"2026-10-05T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681361":{"id":"681361","type":"image","title":"ACM-AI-2026_86A6750.jpg","body":null,"created":"1791229727","gmt_created":"2026-10-05 19:48:47","changed":"1791229727","gmt_changed":"2026-10-05 19:48:47","alt":"Mark Riedl","file":{"fid":"265741","name":"ACM-AI-2026_86A6750.jpg","image_path":"\/sites\/default\/files\/2026\/10\/05\/ACM-AI-2026_86A6750.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/05\/ACM-AI-2026_86A6750.jpg","mime":"image\/jpeg","size":123514,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/05\/ACM-AI-2026_86A6750.jpg?itok=pWipndaV"}}},"media_ids":["681361"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692842":{"#nid":"692842","#data":{"type":"news","title":"Beyond DNA: Large Study Adds Context of Life Circumstances, Environment to Genetic Risks","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EWhat if a DNA test could help predict what diseases you might be at risk for \u2014 years before they appear? This is one of the dreams of genome-enabled personalized medicine, with DNA tests and screenings opening an unprecedented window into a person\u2019s unique genetic risk of developing certain illnesses.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ENew research from Georgia Tech shows that the contexts in which genes act \u2014 lifestyle and environmental factors \u2014 are also important in understanding how genes express themselves, and how genetic risk may lead to disease.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn a new study published in\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nature.com\/ng\/\u0022\u003E\u003Cem\u003ENature Genetics\u003C\/em\u003E\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41588-026-02674-z?utm_source=researchgate.net\u0026amp;utm_medium=article\u0022\u003E\u003Cem\u003EPervasive Interactions Between Exposures and Polygenic Risk Can Inform More Effective Clinical and Behavioral Interventions\u003C\/em\u003E\u003C\/a\u003E, researchers analyzed the genetic data, health outcomes, and lifestyle factors of over 400,000 individuals.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cGenetic risk is often seen as something that can\u2019t be controlled, but that approach assumes a determinism that does not reflect reality,\u201d says the study\u2019s corresponding author\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/gregory-gibson\u0022\u003E\u003Cstrong\u003EGreg Gibson\u003C\/strong\u003E\u003C\/a\u003E, Regents\u2019 Professor, Tom and Marie Patton Chair in the\u0026nbsp;\u003Ca href=\u0022http:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E, and director of the\u0026nbsp;\u003Ca href=\u0022https:\/\/cig.gatech.edu\/\u0022\u003ECenter for Integrative Genomics\u003C\/a\u003E at Georgia Tech. \u201cOur research shows that people with low genetic risk who live in disadvantaged environments face disease risks similar to those with high genetic risk living in more resourced circumstances.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe findings suggest that people at highest genetic risk may also be the individuals who benefit the most from targeted interventions \u2014 paving the way for more informed genetic counseling and social policy.\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EScience at Scale\u003C\/strong\u003E\u0026nbsp;\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EGibson began his career studying the genetics of\u0026nbsp;\u003Cem\u003EDrosophila\u0026nbsp;\u003C\/em\u003Efruit flies before turning his attention to human genetics when he joined Georgia Tech in the late 2000s, soon after the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.genome.gov\/human-genome-project\u0022\u003EHuman Genome Project\u003C\/a\u003E successfully delivered the first complete sequence of the human genome. \u201cIt transformed the way we do this type of research,\u201d he recalls. \u201cSuddenly it was possible to analyze genetics across large groups of people.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EBecause the effects of genetics can be small in an individual, large datasets are key to understanding genetics and disease at scale. \u201cIf we need to study 200,000 people to see a genetic effect, it takes even more than that to see how those genes interact with the environment,\u201d Gibson says.\u202f\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe team, which included first author\u0026nbsp;\u003Cstrong\u003ESini Nagpal\u003C\/strong\u003E, formerly a postdoctoral fellow at the Georgia Tech Center for Integrative Genomics, leveraged the\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/www.ukbiobank.ac.uk\/\u0022\u003EUK Biobank\u003C\/a\u003E, a program that collects genetic information from half a million volunteers in the United Kingdom to understand who falls ill and why. Started in 2006, the UK Biobank is home to the world\u2019s largest single set of genetic sequencing data \u2014 along with the world\u2019s largest whole-body imaging and long-term health tracking. This type of data is critical, Gibson says, to the advancement of genetic research, and is in large part what has made this new research possible.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cOur research shows that we do have a way to capture situations where a person\u2019s lifestyle and environment interacts with genetics in interesting ways,\u201d he explains. \u201cThese genotype-environment interactions matter. They are important, but they can\u0027t be captured one variant at a time. An integrated approach \u2014 utilizing information in the thousands of genes influencing each disease \u2014 is much more powerful.\u201d\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EImproving Health Outcomes \u2014 For Everyone\u003C\/strong\u003E\u0026nbsp;\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe team is now interested in expanding their research outside of the British database. \u003Ca href=\u0022https:\/\/bioinformatics.gatech.edu\/sini-nagpal\u0022\u003E\u003Cstrong\u003ENagpal\u0026nbsp;\u003C\/strong\u003E\u003C\/a\u003Eis now an assistant professor at the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.kcdh.iitb.ac.in\/\u0022\u003EKoita Centre for Digital Health at IIT Bombay\u003C\/a\u003E\u003Cstrong\u003E,\u003C\/strong\u003E where she is investigating translational genetics in India, including research into diabetes, cardiovascular disease and asthma.\u202f Gibson is interested in translating the research to more broadly apply to the United States, with a focus on rural and disadvantaged communities.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cstrong\u003E\u201c\u003C\/strong\u003EUltimately, if we can quantify which people are at highest risk, we believe we can suggest therapeutic and environmental interventions that could help mitigate their risk, reducing the prevalence of disease in the first place,\u201d he says.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe want to dig deeply in ways that reveal disease pathways and begin to unearth the mechanisms behind disease,\u201d Gibson says. \u201cIt\u0027s not just our ancestry that determines health; it\u0027s also culture and environment. We want to incorporate those factors into treatment of individuals and at scale.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThese themes are also present in Gibson\u2019s newly published book,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.amazon.com\/Natural-Virtue-Genetics-Anti-Eugenics-Philosophy\/dp\/B0H8MMHW45\u0022\u003E\u003Cem\u003ENatural Virtue: Genetics, Anti-Eugenics, and Moral Philosophy\u003C\/em\u003E\u003C\/a\u003E, which explores how nature and nurture impact social issues like educational and gender disparities.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EGibson adds that the message is hopeful. \u201cThe genetic differences between different socioeconomic groups aren\u2019t meaningful,\u201d he explains. \u201cOur genetics do not predetermine our health outcomes. If we can create more equitable environments, we can improve outcomes across the board.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003ENew research from Georgia Tech shows that a person\u0027s environment and life circumstances can amplify or reduce the health risks encoded in our DNA \u2014 leading to an array of health outcomes.\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"New research from Georgia Tech shows that a person\u0027s environment and life circumstances can amplify or reduce the health risks encoded in our DNA \u2014 leading to an array of health outcomes."}],"uid":"35599","created_gmt":"2026-09-28 12:36:59","changed_gmt":"2026-10-05 15:27:45","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-28T00:00:00-04:00","iso_date":"2026-09-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681353":{"id":"681353","type":"image","title":"It\u0027s not just our ancestry that determines health, Gibson says. It\u0027s also culture and environment. (Credit: Juliane Liebermann \/ Unsplash)","body":"\u003Cp\u003EA grandmother walks with her grandchildren on a hiking path.\u003C\/p\u003E","created":"1791209610","gmt_created":"2026-10-05 14:13:30","changed":"1791209610","gmt_changed":"2026-10-05 14:13:30","alt":"It\u0027s not just our ancestry that determines health, Gibson says. It\u0027s also culture and environment. (Credit: Juliane Liebermann \/ Unsplash)","file":{"fid":"265733","name":"juliane-liebermann-Pw7i-YVg5uM-unsplash.jpg","image_path":"\/sites\/default\/files\/2026\/10\/05\/juliane-liebermann-Pw7i-YVg5uM-unsplash.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/05\/juliane-liebermann-Pw7i-YVg5uM-unsplash.jpg","mime":"image\/jpeg","size":3015261,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/05\/juliane-liebermann-Pw7i-YVg5uM-unsplash.jpg?itok=aVjOXwOO"}},"655270":{"id":"655270","type":"image","title":"Greg Gibson 22","body":"\u003Cp\u003EA portrait of Greg Gibson\u003C\/p\u003E","created":"1644256033","gmt_created":"2022-02-07 17:47:13","changed":"1790702683","gmt_changed":"2026-09-29 17:24:43","alt":"Greg Gibson","file":{"fid":"248431","name":"greg_gibson.jpeg","image_path":"\/sites\/default\/files\/images\/greg_gibson.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/greg_gibson.jpeg","mime":"image\/jpeg","size":234224,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/greg_gibson.jpeg?itok=q835EI5j"}}},"media_ids":["681353","655270"],"related_links":[{"url":"https:\/\/www.amazon.com\/Natural-Virtue-Genetics-Anti-Eugenics-Philosophy\/dp\/B0HG8QY94Y\/ref=sr_1_1?crid=MH2TQJ2ZA94K\u0026dib=eyJ2IjoiMSJ9.YmGr_m5ttU3TNxRO4MgkjUPIeqPba_Uh9FCZs2mJuiM9qDvLrVg2LRbcXJO9Tya8rW2KueieFc-kO9wJZdVtj20xbqNDjaUuND5wrTu0w15uWV305ISMYv-RHlQ1FvpXKMN6KC14Bk9KzquTLdZYl-GZedZGFJIHx2yZjSfBbGWNXBjv2e_sKKerr0tP5qdJQjHokXh3A4fClZRq03iK4iuWo1PaCEEKch9BjUY0bjU.0RFR5R2bovmcvmLTg7NIFRhSF0vT2yOsYyRFKfjY-Bo\u0026dib_tag=se\u0026keywords=greg+gibson\u0026qid=1790598945\u0026sprefix=greg+gibso%2Caps%2C228\u0026sr=8-1","title":"Natural Virtue"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"192250","name":"cos-microbial"},{"id":"187423","name":"go-bio"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193653","name":"Georgia Tech Research Institute"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003ESelena Langner\u0026nbsp;\u003C\/a\u003E\u003Cbr\u003EWriter \/ Editor\u0026nbsp;\u003Cbr\u003EGeorgia Tech College of Sciences\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693061":{"#nid":"693061","#data":{"type":"news","title":"Georgia Tech Hosts Macro-Energy Systems Workshop","body":[{"value":"\u003Cp\u003EStudents, researchers, and energy professionals from across North America and Europe gathered at Georgia Tech Aug. 13\u0026nbsp;\u2013\u0026nbsp;14 for the fourth Macro-Energy Systems (MES) Workshop. The biennial MES workshop is led by the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.macroenergysystems.org\/\u0022\u003EMacro Energy Systems Society\u003C\/a\u003E, which promotes research and education in macro-energy systems and helps translate MES work into policy and practice.\u003C\/p\u003E\u003Cp\u003EHosted at the Georgia Tech Kendeda Building for Innovative Sustainable Design, the workshop was organized by a committee of researchers and practitioners from across the macro-energy systems community. The committee was chaired by\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/micah-ziegler\u0022\u003EMicah Ziegler\u003C\/a\u003E, assistant professor in the School of Chemical and Biomolecular Engineering and the Jimmy and Rosalynn Carter School of Public Policy.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe two-day workshop brought together more than 130 participants and featured lightning talks, poster presentations, interactive learning sessions, and keynote addresses that strengthened connections across the macro-energy systems research community.\u003C\/p\u003E\u003Cp\u003E\u201cThe energy challenges facing society today are increasingly interconnected, and solving them requires a systems-level perspective,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/christine-conwell\u0022\u003EChristine Conwell\u003C\/a\u003E, director of planning and operations at the Georgia Tech\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E. \u201cSupporting events like the MES Workshop, which provides a unique space for academic collaboration and knowledge sharing, aligns with the Strategic Energy Institute\u2019s commitment to advancing research and workforce development that support more resilient and effective energy solutions.\u201d\u003C\/p\u003E\u003Cp\u003EThe workshop received financial support from the Alfred P. Sloan Foundation, which supports research and education in science, technology, engineering, math, and economics. Through its Energy and Environment program, the foundation helps advance interdisciplinary research and collaboration across the macro-energy systems field.\u003C\/p\u003E\u003Cp\u003E\u201cThe Macro-Energy Systems Workshop has become a significant forum for interdisciplinary energy systems researchers to share and discuss their work,\u201d said Evan Michelson, director of the Alfred P. Sloan Foundation\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/sloan.org\/programs\/research\/energy-and-environment\u0022 title=\u0022Original URL:\u0026#13;https:\/\/sloan.org\/programs\/research\/energy-and-environment\u0026#13;\u0026#13;Click to follow link.\u0022\u003EEnergy and Environment\u003C\/a\u003E\u0026nbsp;program. \u201cWe were especially glad to help ensure participation from early-career researchers spanning a wide range of institutions, providing them access to the collaborations and conversations that will help them develop as scientists.\u201d\u003C\/p\u003E\u003Cp\u003EGraduate students and postdoctoral scholars played a central role in this year\u0027s workshop, presenting research on energy system planning, grid reliability, technology deployment, energy transitions, and policy. Their sessions gave the early-career researchers opportunities to share new approaches to studying large-scale energy systems, interact with faculty and industry experts, refine research ideas, and build collaborations beyond their home institutions.\u003C\/p\u003E\u003Cp\u003E\u201cThis year, we significantly expanded the MES Workshop to include more early-career scholars,\u201d said Ziegler. \u201cThe workshop provides a great opportunity for young researchers to develop ideas, connections, and a better understanding of how to design research to have a positive impact on the world.\u201d\u003C\/p\u003E\u003Cp\u003EThe workshop also featured keynote presentations from\u0026nbsp;\u003Ca href=\u0022https:\/\/viterbi.usc.edu\/directory\/faculty\/Sanders\/Kelly\u0022\u003EKelly Sanders\u003C\/a\u003E, professor of civil and environmental engineering at the University of Southern California, and\u0026nbsp;\u003Ca href=\u0022https:\/\/engineering.dartmouth.edu\/community\/faculty\/erin-mayfield\u0022\u003EErin Mayfield\u003C\/a\u003E, assistant professor at Dartmouth College\u0027s Thayer School of Engineering. Both speakers discussed insights from their experience contributing to policymaking and highlighted opportunities for energy systems research to inform policy decisions.\u003C\/p\u003E\u003Cp\u003EInteractive sessions led by\u0026nbsp;\u003Ca href=\u0022https:\/\/spp.gatech.edu\/people\/person\/f276dd8a-0e13-5b66-b4cf-3d2960e01b2d\u0022\u003EMichelle Graff\u003C\/a\u003E, assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/spp.gatech.edu\/\u0022\u003EGeorgia Tech\u0026nbsp;Jimmy and Rosalynn Carter School of Public Policy\u003C\/a\u003E encouraged participants to consider how macro-energy systems research can more effectively inform and support policymakers and other decision-makers. Graff developed and facilitated the sessions, with support from\u0026nbsp;\u003Ca href=\u0022https:\/\/lafollette.wisc.edu\/people\/edwards-morgan\/\u0022\u003EMorgan Edwards\u003C\/a\u003E, assistant professor of public affairs from the University of Wisconsin-Madison, and Micah Ziegler. The first session explored how researchers can identify policy windows and position their work to inform decision-making at the right time. The second focused on matching research to the appropriate audiences and jurisdictions, highlighting opportunities to inform policy at the state and local levels.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EStudents, researchers, and energy professionals from across North America and Europe gathered at Georgia Tech Aug. 13\u0026nbsp;\u2013\u0026nbsp;14 for the fourth Macro-Energy Systems (MES) Workshop. The biennial MES workshop is led by the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.macroenergysystems.org\/\u0022\u003EMacro Energy Systems Society\u003C\/a\u003E, which promotes research and education in macro-energy systems and helps translate MES work into policy and practice.\u003C\/p\u003E\u003Cp\u003EHosted at the Georgia Tech Kendeda Building for Innovative Sustainable Design, the workshop was organized by a committee of researchers and practitioners from across the macro-energy systems community. The committee was chaired by\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/micah-ziegler\u0022\u003EMicah Ziegler\u003C\/a\u003E, assistant professor in the School of Chemical and Biomolecular Engineering and the Jimmy and Rosalynn Carter School of Public Policy.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe two-day workshop brought together more than 130 participants and featured lightning talks, poster presentations, interactive learning sessions, and keynote addresses that strengthened connections across the macro-energy systems research community.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech hosted more than 130 students, researchers, and energy professionals for the fourth Macro-Energy Systems Workshop, chaired by Micah Ziegler, to strengthen collaboration across the macro-energy systems community."}],"uid":"36413","created_gmt":"2026-10-04 03:06:47","changed_gmt":"2026-10-04 03:48:12","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-28T00:00:00-04:00","iso_date":"2026-09-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681344":{"id":"681344","type":"image","title":"LR-03355-MESArticle.jpg","body":"\u003Cp\u003E2026 MES Workshop Participants at the Kendeda Building for Innovative Design at Georgia Tech\u0026nbsp;\u003C\/p\u003E","created":"1791083299","gmt_created":"2026-10-04 03:08:19","changed":"1791083299","gmt_changed":"2026-10-04 03:08:19","alt":"2026 MES Workshop Participants at the Kendeda Building for Innovative Design at Georgia Tech ","file":{"fid":"265722","name":"LR-03355-MESArticle.jpg","image_path":"\/sites\/default\/files\/2026\/10\/03\/LR-03355-MESArticle.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/03\/LR-03355-MESArticle.jpg","mime":"image\/jpeg","size":3046310,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/03\/LR-03355-MESArticle.jpg?itok=C9SurlQI"}},"681345":{"id":"681345","type":"image","title":"Participants-1787173106475.jpg","body":"\u003Cp\u003EParticipants at the 2026 Macro-Energy Systems Workshop held August 11-13 at Georgia Tech\u003C\/p\u003E","created":"1791083770","gmt_created":"2026-10-04 03:16:10","changed":"1791083770","gmt_changed":"2026-10-04 03:16:10","alt":"Participants at the 2026 Macro-Energy Systems Workshop held August 11-13 at Georgia Tech","file":{"fid":"265723","name":"Participants-1787173106475.jpg","image_path":"\/sites\/default\/files\/2026\/10\/03\/Participants-1787173106475.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/03\/Participants-1787173106475.jpg","mime":"image\/jpeg","size":909914,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/03\/Participants-1787173106475.jpg?itok=asORm3iu"}},"681346":{"id":"681346","type":"image","title":"ErinMayfield-1787173106297.jpg","body":"\u003Cp\u003EErin Mayfield, assistant professor at Dartmouth College\u0027s Thayer School of Engineering gives a keynote at the 2026 MES Workshop.\u003C\/p\u003E","created":"1791085386","gmt_created":"2026-10-04 03:43:06","changed":"1791085386","gmt_changed":"2026-10-04 03:43:06","alt":"Erin Mayfield, assistant professor at Dartmouth College\u0027s Thayer School of Engineering gives a keynote at the 2026 MES Workshop","file":{"fid":"265724","name":"ErinMayfield-1787173106297.jpg","image_path":"\/sites\/default\/files\/2026\/10\/03\/ErinMayfield-1787173106297.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/03\/ErinMayfield-1787173106297.jpg","mime":"image\/jpeg","size":369919,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/03\/ErinMayfield-1787173106297.jpg?itok=g_0uhLTE"}},"681347":{"id":"681347","type":"image","title":"KellySanders-1787173106220.jpg","body":"\u003Cp\u003EKelly Sanders, professor of civil and environmental engineering at the University of Southern California gives a keynote at the 2026 MES Workshop\u003C\/p\u003E","created":"1791085486","gmt_created":"2026-10-04 03:44:46","changed":"1791085486","gmt_changed":"2026-10-04 03:44:46","alt":"Kelly Sanders, professor of civil and environmental engineering at the University of Southern California gives a keynote at the 2026 MES Workshop","file":{"fid":"265725","name":"KellySanders-1787173106220.jpg","image_path":"\/sites\/default\/files\/2026\/10\/03\/KellySanders-1787173106220.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/03\/KellySanders-1787173106220.jpg","mime":"image\/jpeg","size":394879,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/03\/KellySanders-1787173106220.jpg?itok=EctMBnwL"}}},"media_ids":["681344","681345","681346","681347"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"},{"id":"660398","name":"Sustainability Hub"}],"categories":[{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"144","name":"Energy"},{"id":"133","name":"Special Events and Guest Speakers"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:priya.devarajan@research.gatech.edu\u0022\u003EPriya Devarajan\u003C\/a\u003E | SEI Communications Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693060":{"#nid":"693060","#data":{"type":"news","title":"EPIcenter Webinar Series Explores the Future of Nuclear Energy","body":[{"value":"\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEnergy Policy and Innovation Center\u003C\/a\u003E (EPIcenter), in partnership with Georgia Tech\u0027s\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nremp.gatech.edu\/\u0022\u003ENuclear and Radiological Engineering and Medical Physics program\u003C\/a\u003E, recently hosted a three-part webinar series, \u003Cem\u003ENuclear Energy: A Public Primer\u003C\/em\u003E, bringing together experts to discuss the science, economics, policy, and geopolitics shaping the future of nuclear power.\u003C\/p\u003E\u003Cp\u003EDesigned for industry professionals, policymakers, educators, students, community leaders, and members of the public, the lunchtime webinar series provided an accessible introduction to the key issues influencing the nuclear energy sector at a time of growing interest in nuclear power as part of the global energy transition.\u003C\/p\u003E\u003Cp\u003EThe series began on Aug. 20 with \u003Cem\u003EThe New Nuclear\u003C\/em\u003E, presented by\u0026nbsp;\u003Ca href=\u0022https:\/\/people.research.gatech.edu\/steven-biegalski\u0022\u003ESteven Biegalski\u003C\/a\u003E, chair of the Nuclear and Radiological Engineering and Medical Physics program. The session examined the evolution of nuclear reactor technology, from today\u0027s operating fleet and the AP1000 reactors at Plant Vogtle to emerging small modular reactors and advanced reactor designs.\u003C\/p\u003E\u003Cp\u003EThe second webinar, held Sept. 3, focused on the economics and policy landscape of nuclear power.\u0026nbsp;\u003Ca href=\u0022https:\/\/people.research.gatech.edu\/laura-taylor\u0022\u003ELaura Taylor\u003C\/a\u003E, director of EPIcenter and professor of economics at Georgia Tech, joined\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nuclearscaling.org\/people\/stephen-comello\/\u0022\u003EStephen Comello\u003C\/a\u003E, executive vice president and executive director of the Nuclear Scaling Initiative at the EFI Foundation, to discuss the economic drivers, policy considerations, and opportunities influencing nuclear energy development in the United States.\u003C\/p\u003E\u003Cp\u003EThe series concluded on Sept. 17 with a discussion of nuclear fuel, security, and geopolitics.\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/anna-erickson\u0022\u003EAnna Erickson\u003C\/a\u003E, Woodruff Professor of Nuclear Engineering, and\u0026nbsp;\u003Ca href=\u0022https:\/\/iac.gatech.edu\/people\/person\/rachel-whitlark\u0022\u003ERachel Whitlark\u003C\/a\u003E, associate professor in the Sam Nunn School of International Affairs, explored global nuclear energy growth, fuel supply chains, and the policies needed to support the safe, secure deployment of nuclear technologies worldwide.\u003C\/p\u003E\u003Cp\u003ERecordings and presentation materials from all three sessions are available on the webinar series webpage. Those who were unable to attend can watch the presentations and access the accompanying slides to learn more about the technologies, policies, and global trends shaping the future of nuclear energy.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/nuclear-energy-primer\/\u0022\u003E\u003Cstrong\u003EView webinar recordings and presentation slides on the EPIcenter website.\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEnergy Policy and Innovation Center\u003C\/a\u003E (EPIcenter), in partnership with Georgia Tech\u0027s\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nremp.gatech.edu\/\u0022\u003ENuclear and Radiological Engineering and Medical Physics program\u003C\/a\u003E, recently hosted a three-part webinar series, \u003Cem\u003ENuclear Energy: A Public Primer\u003C\/em\u003E, bringing together experts to discuss the science, economics, policy, and geopolitics shaping the future of nuclear power.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A three-part webinar series hosted by Georgia Tech\u0027s Energy Policy and Innovation Center provided an accessible introduction to the science, economics, policy, and geopolitics shaping the future of nuclear energy."}],"uid":"36413","created_gmt":"2026-10-04 02:58:41","changed_gmt":"2026-10-04 03:01:22","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-02T00:00:00-04:00","iso_date":"2026-10-02T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681343":{"id":"681343","type":"image","title":"AdobeStock_346733066-Article-LR.jpg","body":null,"created":"1791082730","gmt_created":"2026-10-04 02:58:50","changed":"1791082730","gmt_changed":"2026-10-04 02:58:50","alt":"Nuclear Plant Aerial View Stock Image","file":{"fid":"265721","name":"AdobeStock_346733066-Article-LR.jpg","image_path":"\/sites\/default\/files\/2026\/10\/03\/AdobeStock_346733066-Article-LR.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/03\/AdobeStock_346733066-Article-LR.jpg","mime":"image\/jpeg","size":619516,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/03\/AdobeStock_346733066-Article-LR.jpg?itok=cfl4g6sz"}}},"media_ids":["681343"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"},{"id":"660398","name":"Sustainability Hub"}],"categories":[{"id":"144","name":"Energy"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:ggonzalez68@gatech.edu\u0022\u003EGil Gonzalez\u003C\/a\u003E || Energy Policy and Innovation Center\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"693048":{"#nid":"693048","#data":{"type":"news","title":"Georgia Tech and Amazon Launch Joint Science Hub\u00a0","body":[{"value":"\u003Cp\u003EAmazon and the Georgia Institute of Technology announced today the launch of the Georgia Tech\u2013Amazon Science Hub, reinforcing a shared commitment to advancing cutting-edge research through academic\u2013industry collaboration. The Hub builds on extensive existing collaborations between Georgia Tech and Amazon over the past decade. As part of the collaboration, Amazon will provide funding for joint research projects and community-building initiatives designed to accelerate scientific ambitions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022The most meaningful breakthroughs happen when intelligent hardware and thoughtful software come together to genuinely help people,\u201d said \u003Cstrong\u003ETapas Roy\u003C\/strong\u003E, vice president of Device Software and Services at Amazon. \u201cGeorgia Tech\u0027s world-class expertise in robotics and engineering, paired with Amazon\u0027s work in on-device intelligence and artificial intelligence, will accelerate our understanding of systems that can both respond to prompts and anticipate customer needs. I\u0027m excited to see how this collaboration advances the science of how humans and intelligent machines work together.\u201d\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003EThe Hub\u2019s initial focus areas will explore challenges in autonomous systems, next-generation logistics infrastructure, and low-Earth-orbit communications, drawing on Georgia Tech\u2019s well-known interdisciplinary research approach.\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003EGeorgia Tech is also joining the Fauna Robotics\u0027 ecosystem, using the Sprout research platform to study how humans and robots can live, work, and play side by side. This collaboration opens new ways to study mobility, perception, manipulation, and human-robot interaction. Leadership and alumni recently celebrated the launch at Lab 126, with guest appearances from Sprout and Buzz, the Georgia Tech mascot.\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003EThe Hub will support\u003C\/strong\u003E:\u003Cbr\u003E\u2022\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;Joint research projects between Georgia Tech faculty and Amazon scientists across scientific disciplines\u0026nbsp;\u003Cbr\u003E\u2022\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;Regular symposia and workshops to foster collaboration between researchers from both institutions and the broader Atlanta tech community\u003Cbr\u003E\u2022\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;Community outreach programs designed to broaden participation from interdisciplinary scholars and innovators\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech and Amazon have worked together for years across research, technology, and student development,\u0022 said \u003Cstrong\u003ETim Lieuwen\u003C\/strong\u003E, Georgia Tech executive vice president for Research. \u0022This new hub puts our partnership to work for Georgia. It connects research, education, and industry in ways that will strengthen our state\u2019s innovation economy and create new opportunities for our students.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbout Georgia Tech\u003C\/strong\u003E\u003Cbr\u003EGeorgia Institute of Technology is one of the nation\u2019s top public research universities, preparing leaders who advance technology and improve the human condition. The Institute serves more than 56,000 students from all 50 states and over 146 countries and drives innovation and economic growth through research that benefits Georgia, the nation, and the world.\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003EAbout Amazon in Georgia\u003C\/strong\u003E\u003Cbr\u003ESince 2010, Amazon has invested more than $30 billion in Georgia, supporting more than 30,000 full- and part-time jobs. Amazon\u2019s research and technology teams in the Atlanta area work on challenges spanning supply chain optimization, logistics technology, and cloud computing. The establishment of the Georgia Tech\u2013Amazon Science Hub further deepens Amazon\u2019s engagement with one of the nation\u2019s leading research institutions.\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003EAbout Fauna Robotics\u003C\/strong\u003E\u0026nbsp;\u003Cbr\u003EFauna Robotics builds Sprout, a development platform designed to put advanced robotics capabilities into the hands of researchers and developers. Sprout gives builders hands-on access to study mobility, perception, motor control, and manipulation with the ambition to deploy robots into human-centric spaces.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe collaboration will support research in robotics, industrial and systems engineering, and aerospace technology while fostering innovation in foundational and emerging technologies.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":" The collaboration will support research in robotics, industrial and systems engineering, and aerospace technology while fostering innovation in foundational and emerging technologies.\u00a0"}],"uid":"28766","created_gmt":"2026-10-02 16:21:26","changed_gmt":"2026-10-02 17:49:09","author":"Shelley Wunder-Smith","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-02T00:00:00-04:00","iso_date":"2026-10-02T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681337":{"id":"681337","type":"image","title":"Buzz, the Georgia Tech mascot, meets a Sprout robot.","body":null,"created":"1790959753","gmt_created":"2026-10-02 16:49:13","changed":"1790959753","gmt_changed":"2026-10-02 16:49:13","alt":"Photo of Buzz the mascot leaning down toward a small humanoid robot wearing a Georgia Tech t-shirt","file":{"fid":"265714","name":"DSC07366.JPG","image_path":"\/sites\/default\/files\/2026\/10\/02\/DSC07366.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/02\/DSC07366.JPG","mime":"image\/jpeg","size":7277745,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/02\/DSC07366.JPG?itok=JKk1wWLw"}},"681339":{"id":"681339","type":"image","title":"Georgia Tech President \u00c1ngel Cabrera, Amazon Vice President Tapas Roy, and Sprout of Fauna Robotics, along with Amazon and Georgia Tech leadership at a visit to Lab 126 in Sunnyvale, CA in September 2026.","body":null,"created":"1790960714","gmt_created":"2026-10-02 17:05:14","changed":"1790960714","gmt_changed":"2026-10-02 17:05:14","alt":"Image shows a small humanoid robot standing beside 5 men who are seated, with GT President Cabrera in the middle, wearing a blue vest. Behind the seated group are 12 people standing, including 2 women.","file":{"fid":"265717","name":"Amazon-Visit-1.png","image_path":"\/sites\/default\/files\/2026\/10\/02\/Amazon-Visit-1_0.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/02\/Amazon-Visit-1_0.png","mime":"image\/png","size":939699,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/02\/Amazon-Visit-1_0.png?itok=BhLwVFB3"}}},"media_ids":["681337","681339"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"},{"id":"152","name":"Robotics"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39451","name":"Electronics and Nanotechnology"},{"id":"193652","name":"Matter and Systems"},{"id":"39501","name":"People and Technology"},{"id":"39521","name":"Robotics"}],"news_room_topics":[{"id":"106361","name":"Business and Economic Development"},{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMedia contact: \u003Ca href=\u0022mailto:media@gatech.edu\u0022\u003Emedia@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["swundersmith3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692963":{"#nid":"692963","#data":{"type":"news","title":"High School Students Create Microscopic Boat in a Bottle","body":[{"value":"\u003Cp\u003EMost high school students spend their summer breaks working part-time jobs or traveling with family. For four rising high school seniors from metro Atlanta, summer was spent at Georgia Tech\u2019s \u003Ca href=\u0022http:\/\/matter-systems.gatech.edu\/\u0022\u003EInstitute for Matter and Systems\u003C\/a\u003E (IMS), where they gained hands-on experience with advanced microfabrication technologies.\u003C\/p\u003E\u003Cp\u003EAs part of the IMS Summer Internship, the students worked in the IMS Biocleanroom on a special project: creating a microscopic boat in a bottle.\u003C\/p\u003E\u003Cp\u003EUnder the mentorship of \u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/people\/nik-roeske\u0022\u003ENik Roeske\u003C\/a\u003E, a process-equipment engineer with IMS, the students experienced every stage of the research process, from design and prototyping to testing.\u003C\/p\u003E\u003Cp\u003EThe students learned two microfabrication techniques to create the project. First, they used an Exaddon CERES metal 3D printer to deposit copper ions and build a 3DBenchy, a model designed to test 3D printers. Then they used a Nanoscribe 3D printer to print a polymer enclosure around the boat.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe ability to comprehend 3rd dimensional space at such a small scale is very impressive,\u201d said Roeske. \u201cThe high school students were working at the scale of single microns, approximately 100 times smaller than the width of a human hair. This project serves as a gateway to combining two high-resolution 3D printing systems, which could open the door to research in advanced packaging, MEMS, and biomedical engineering.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cWhen we were talking about combining the prints into a ship in a bottle, I suggested we replace the ship inside with a benchy,\u201d said Gabby Sutter, Biocleanroom summer intern and senior student at South Paulding High School. \u201cBoth the Exxadon and the Nanoscribe are 3D printers, after all!\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELike many research projects, the work involved multiple rounds of trial and error. Early attempts revealed challenges involving materials, printing alignment, and structural integrity. Rather than seeing the setbacks as failures, the students used each iteration to better understand the manufacturing process, analyze data, identify sources of error, and refine subsequent designs.\u003C\/p\u003E\u003Cp\u003E\u201cThe ship-in-a-bottle model and the Benchy are two separate models that we combined,\u201d said Sutter. \u201cSince they were not designed to be printed at this scale or to fit together, there were several adjustments. We scaled both models down but then realized the Benchy was too tall to fit in the bottle. To solve that problem, we adjusted the scale of the bottle.\u201d\u003C\/p\u003E\u003Cp\u003EThe final boat in a bottle is approximately 200 microns long, making it smaller than grains of table salt. The team has submitted the project for world-record consideration.\u003C\/p\u003E\u003Cp\u003EBeyond their fabrication project, the interns helped introduce younger students to nanotechnology. Throughout the summer, they led tours of the IMS cleanroom facilities for middle school students in the \u003Ca href=\u0022https:\/\/stemgemsbook.com\/summer-camp\/\u0022\u003ESTEM Gems\u003C\/a\u003E summer camp. They shared their knowledge and demonstrated how researchers use specialized equipment to address complex science and engineering challenges.\u003C\/p\u003E\u003Cp\u003EThe experience provided technical training while helping students build communication, collaboration, and problem-solving skills. By participating in research projects and engaging with Georgia Tech researchers, they gained firsthand insight into careers in science, technology, engineering, math, and the research environment.\u003C\/p\u003E\u003Cp\u003E\u201cWorking in the cleanroom has only made me more eager to go to Georgia Tech and work in STEM,\u201d Sutter said. \u201cI want to become an engineer at NASA, so it was really exciting to work in a cleanroom like one I could use at NASA.\u201d\u003C\/p\u003E\u003Cp\u003EBy the end of the summer, the interns left with much more than a microscopic boat in a bottle. They gained technical knowledge, professional experience, and confidence in their ability to solve complex problems. They can carry those skills into college classrooms, research laboratories, and, eventually, the workforce.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFour metro Atlanta students used advanced microfabrication technologies during a summer internship at Georgia Tech to create a boat in a bottle approximately 200 microns long.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Four metro Atlanta students used advanced microfabrication technologies during a summer internship at Georgia Tech to create a boat in a bottle approximately 200 microns long. "}],"uid":"35272","created_gmt":"2026-10-01 16:19:59","changed_gmt":"2026-10-01 21:00:39","author":"aneumeister3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-01T00:00:00-04:00","iso_date":"2026-10-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681332":{"id":"681332","type":"image","title":"benchyPrint.png","body":"\u003Cdiv\u003E\u003Cdiv\u003EMicroscopy and analysis software used to inspect, measure, and characterize microscale fabricated structures during the research workflow.\u003C\/div\u003E\u003C\/div\u003E","created":"1790888249","gmt_created":"2026-10-01 20:57:29","changed":"1790888249","gmt_changed":"2026-10-01 20:57:29","alt":"Microscope software interface displays a microfabricated structure alongside measurement, calibration, and image-analysis tools used during characterization. Detailed description required in adjacent page content.","file":{"fid":"265708","name":"benchyPrint.png","image_path":"\/sites\/default\/files\/2026\/10\/01\/benchyPrint.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/01\/benchyPrint.png","mime":"image\/png","size":10160874,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/01\/benchyPrint.png?itok=1Zbte9wY"}},"681331":{"id":"681331","type":"image","title":"final_print.png","body":"\u003Cdiv\u003E\u003Cdiv\u003ECompleted bottle-shaped metallic microstructure imaged by using a scanning electron microscope, demonstrating successful fabrication and preservation of the design geometry.\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003C\/div\u003E","created":"1790888143","gmt_created":"2026-10-01 20:55:43","changed":"1790888143","gmt_changed":"2026-10-01 20:55:43","alt":"Scanning electron micrograph of a completed bottle-shaped metallic microstructure on a textured surface, shown with instrument settings and scale information. Detailed description required in adjacent page content.","file":{"fid":"265707","name":"final_print.png","image_path":"\/sites\/default\/files\/2026\/10\/01\/final_print.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/01\/final_print.png","mime":"image\/png","size":1707788,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/01\/final_print.png?itok=Y6ceqwD1"}},"681330":{"id":"681330","type":"image","title":"benchy_on_computer.jpg","body":"\u003Cdiv\u003E\u003Cdiv\u003EA researcher uses microscopy imaging software to examine a microscale 3D Benchy, a boat-shaped test structure commonly used to evaluate additive manufacturing processes.\u003C\/div\u003E\u003C\/div\u003E","created":"1790888068","gmt_created":"2026-10-01 20:54:28","changed":"1790888068","gmt_changed":"2026-10-01 20:54:28","alt":"Researcher operates microscopy imaging software at a workstation displaying a high magnification image of a microscopic 3D boat-shaped structure.","file":{"fid":"265706","name":"benchy_on_computer.jpg","image_path":"\/sites\/default\/files\/2026\/10\/01\/benchy_on_computer.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/01\/benchy_on_computer.jpg","mime":"image\/jpeg","size":52466,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/01\/benchy_on_computer.jpg?itok=UvVbUq73"}},"681333":{"id":"681333","type":"image","title":"failed_print2.png","body":"\u003Cdiv\u003E\u003Cdiv\u003ESEM image of multiple failed microfabricated structures, illustrating deformation and material accumulation that occurred during manufacturing.\u003C\/div\u003E\u003C\/div\u003E","created":"1790888249","gmt_created":"2026-10-01 20:57:29","changed":"1790888249","gmt_changed":"2026-10-01 20:57:29","alt":"Scanning electron micrograph of multiple damaged metallic microstructures and fabrication debris on a textured surface, documenting print failure. Detailed description required in adjacent page content.","file":{"fid":"265709","name":"failed_print2.png","image_path":"\/sites\/default\/files\/2026\/10\/01\/failed_print2.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/01\/failed_print2.png","mime":"image\/png","size":1061148,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/01\/failed_print2.png?itok=_xaYCvvA"}},"681334":{"id":"681334","type":"image","title":"hs_interns_group_photo.jpg","body":"\u003Cdiv\u003E\u003Cdiv\u003EHigh school interns and research mentors gather outside the Marcus Nanotechnology Building at Georgia Tech, where students participated in hands-on nanotechnology and microfabrication research.\u003C\/div\u003E\u003C\/div\u003E","created":"1790888249","gmt_created":"2026-10-01 20:57:29","changed":"1790888249","gmt_changed":"2026-10-01 20:57:29","alt":"Student researchers stand outside the Marcus Nanotechnology Building on the Georgia Tech campus.","file":{"fid":"265710","name":"hs_interns_group_photo.jpg","image_path":"\/sites\/default\/files\/2026\/10\/01\/hs_interns_group_photo.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/01\/hs_interns_group_photo.jpg","mime":"image\/jpeg","size":40708,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/01\/hs_interns_group_photo.jpg?itok=RoI0okDQ"}}},"media_ids":["681332","681331","681330","681333","681334"],"groups":[{"id":"660369","name":"Matter and Systems"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:amelia.neumeister@research.gatech.edu\u0022\u003EAmelia Neumeister\u003C\/a\u003E | Communications Manager\u003C\/p\u003E\u003Cp\u003EThe Institute for Matter and Systems\u003C\/p\u003E","format":"limited_html"}],"email":["amelia.neumeister@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692802":{"#nid":"692802","#data":{"type":"news","title":"Engineers Connect Health Wearables and Implants Using the Body as the Network","body":[{"value":"\u003Cp\u003EUsing body tissue to transmit signals, Georgia Tech engineers have created a wireless networking system that allows tiny implantable sensors and actuators to communicate with each other as well as wearable devices.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETheir system means devices can work together like never before, sensing in one part of the body and triggering a therapeutic response elsewhere\u0026nbsp;\u2014 perhaps releasing medicine or stimulating a nerve.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/doi.org\/10.1126\/science.adz5300\u0022\u003EDescribed Sept. 24 in the journal \u003Cem\u003EScience\u003C\/em\u003E\u003C\/a\u003E, their communication method is expandable to include multiple interconnected devices across the body, even deep inside the stomach.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/coe.gatech.edu\/news\/2026\/09\/engineers-connect-health-wearables-and-implants-using-body-network\u0022\u003E\u003Cstrong\u003ERead the full story on the College of Engineering website.\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EInspired by the ionic signaling of our nervous system, researchers built sensors and therapeutic devices that can communicate and coordinate with each other through tissue.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Inspired by the ionic signaling of our nervous system, researchers built sensors and therapeutic devices that can communicate and coordinate with each other through tissue."}],"uid":"27446","created_gmt":"2026-09-24 12:42:29","changed_gmt":"2026-10-01 10:36:52","author":"Joshua Stewart","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-24T00:00:00-04:00","iso_date":"2026-09-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681241":{"id":"681241","type":"image","title":"alex-abramson-implants-wearables-network-8665-t.jpg","body":"\u003Cp\u003ELead study author Ramy Ghanim (left) and co-author Joy Jackson test an small implantable device alongside Assistant Professor Alex Abramson. In a new Science paper, they describe a networking system that connects therapeutic implants and wearable devices by using the body\u0027s natural conductivity to send tiny signals.\u003C\/p\u003E","created":"1790253777","gmt_created":"2026-09-24 12:42:57","changed":"1790253777","gmt_changed":"2026-09-24 12:42:57","alt":"Ramy Ghanim, Joy Jackson, and Alex Abramson test a tiny implantable device in the lab.","file":{"fid":"265609","name":"alex-abramson-implants-wearables-network-8665-t.jpg","image_path":"\/sites\/default\/files\/2026\/09\/24\/alex-abramson-implants-wearables-network-8665-t.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/24\/alex-abramson-implants-wearables-network-8665-t.jpg","mime":"image\/jpeg","size":949939,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/24\/alex-abramson-implants-wearables-network-8665-t.jpg?itok=ZIfaJ7Pz"}}},"media_ids":["681241"],"groups":[{"id":"1237","name":"College of Engineering"},{"id":"660369","name":"Matter and Systems"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"}],"keywords":[{"id":"9461","name":"Chemical and Biolmolecular Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"187423","name":"go-bio"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jstewart@gatech.edu\u0022\u003EJoshua Stewart\u003C\/a\u003E\u003Cbr\u003ECollege of Engineering\u003C\/p\u003E","format":"limited_html"}],"email":["jstewart@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692742":{"#nid":"692742","#data":{"type":"news","title":"Georgia Tech Ranked No. 6 Public University in U.S. News \u0026 World Report","body":[{"value":"\u003Cp\u003EGeorgia Tech has entered the nation\u2019s top 30 universities while strengthening its position across engineering, computing, teaching, innovation, and educational value in the \u003Ca href=\u0022https:\/\/www.usnews.com\/best-colleges\/rankings\/national-universities\u0022\u003EU.S. News \u0026amp; World Report Best Colleges 2027\u003C\/a\u003E rankings.\u003C\/p\u003E\u003Cp\u003EThe Institute rose three places to No. 29 among national universities and three places to No. 6 among public national universities. It also moved from No. 108 to No. 39 among Best Value Schools, a 69-place rise and the largest year-over-year improvement among Georgia Tech\u2019s listed rankings.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia Tech also ranked No. 5 in the new Best Value Schools for the In-State Students category.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cAt a time when students and families are asking important questions about the value of higher education, Georgia Tech continues to demonstrate that world-class academic quality and affordability can go hand in hand,\u201d said Georgia Tech President \u00c1ngel Cabrera. \u201cOur rise among the nation\u2019s top universities and our strong performance in value rankings reflect our commitment to delivering an education that creates opportunity, drives innovation, and creates lasting impact for our students \u200band our communities.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EEngineering Reaches No. 2\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EGeorgia Tech\u2019s \u003Ca href=\u0022https:\/\/coe.gatech.edu\u0022\u003Eundergraduate engineering program\u003C\/a\u003E rose one place to No. 2 nationally, tied with Stanford University and the University of California, Berkeley. Every ranked Georgia Tech engineering discipline remains in the top five nationally.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/ce.gatech.edu\u0022\u003ECivil engineering\u003C\/a\u003E moved into the No. 1 position, joining \u003Ca href=\u0022https:\/\/ce.gatech.edu\u0022\u003Eenvironmental engineering\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/isye.gatech.edu\u0022\u003Eindustrial and systems engineering\u003C\/a\u003E at the top of their respective disciplines. The Institute now holds three No. 1 undergraduate engineering rankings.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EOther top engineering program rankings include:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e8c35c3f4527264ea81afd819cbfaa82f\u0022\u003EMechanical engineering rose two places to No. 2.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e802d0805ce13acc194c11c1c3979e302\u0022\u003EMaterials engineering moved to No. 2 (up from No. 3).\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e0cd350c40ed138cb04dfc74bc012b1f0\u0022\u003EComputer engineering advanced to No. 5 (up from No. 6).\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e147068ad636b5ffc9709fd4a21e77f4a\u0022\u003EAerospace engineering at No. 2.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ec86ce18cb0242332063f7896c11d640f\u0022\u003EChemical engineering at No. 2.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022eb567793db3d911b7a94ea27bd46cd6f7\u0022\u003EElectrical engineering held at No. 3.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022eb85c6d9018108af8da6666015b556766\u0022\u003EBiomedical engineering at No. 2.\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003Ch4\u003E\u003Cstrong\u003EComputing Maintains Top-Five Standing\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EGeorgia Tech\u2019s \u003Ca href=\u0022https:\/\/scs.gatech.edu\/\u0022\u003Eundergraduate computer science program\u003C\/a\u003E held at No. 5 nationally, tied with Princeton University and the University of Illinois Urbana-Champaign. Six ranked computing specialties placed among the nation\u2019s top 10.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECybersecurity remained No. 2, software engineering held at No. 3, and artificial intelligence and data analytics\/science each ranked No. 5. Computer systems advanced one place to No. 6, while theory remained No. 10.\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EScheller Business Programs Show Continued Strength\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EGeorgia Tech\u2019s \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/\u0022\u003Eundergraduate business program\u003C\/a\u003E ranked No. 20 nationally, remaining among the country\u2019s top 20 programs. Business analytics and management information systems each ranked No. 3. Quantitative analysis rose to No. 4, while production and operations management and supply chain management both maintained at No. 6. Finance advanced four places to No. 30.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ETeaching and Hands-On Learning Advance\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EGeorgia Tech climbed seven places to No. 14 for Best Undergraduate Teaching, entering the top 20. The Institute also remained No. 3 among the nation\u2019s Most Innovative Schools.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EExperiential learning continues to distinguish the undergraduate experience. Georgia Tech ranked No. 4 for internships and co-ops, No. 12 for senior capstone experiences, and No. 14, up from No. 19, for undergraduate research and creative projects.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E*Please note that this summary includes the latest rankings issued by\u202fU.S. News \u0026amp; World Report. Not all Georgia Tech Colleges, Schools, and subjects are ranked every year by this organization.\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Institute rose three places to No. 29 among national universities and three places to No. 6 among public national universities. It also moved from No. 108 to No. 39 among Best Value Schools, a 69-place rise and the largest year-over-year improvement among Georgia Tech\u2019s listed rankings.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Institute rises to No. 6 among public universities and reaches No. 2 in undergraduate engineering."}],"uid":"35798","created_gmt":"2026-09-22 00:33:23","changed_gmt":"2026-10-01 01:01:07","author":"Ayana Isles","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-22T00:00:00-04:00","iso_date":"2026-09-22T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681218":{"id":"681218","type":"image","title":"Georgia Tech students in class","body":null,"created":"1790075498","gmt_created":"2026-09-22 11:11:38","changed":"1790075498","gmt_changed":"2026-09-22 11:11:38","alt":"Georgia Tech students in class","file":{"fid":"265585","name":"25-R10410-P26-025-Web-Use---1-000px-Wide.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/22\/25-R10410-P26-025-Web-Use---1-000px-Wide.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/22\/25-R10410-P26-025-Web-Use---1-000px-Wide.jpeg","mime":"image\/jpeg","size":306089,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/22\/25-R10410-P26-025-Web-Use---1-000px-Wide.jpeg?itok=X3RjC_gY"}}},"media_ids":["681218"],"related_links":[{"url":"https:\/\/www.usnews.com\/best-colleges\/rankings\/national-universities","title":"2027 Best National Universities Rankings"},{"url":"https:\/\/news.gatech.edu\/news\/2026\/09\/16\/forbes-niche-rank-georgia-tech-among-nations-best-colleges","title":"Forbes, Niche Rank Georgia Tech Among Nation\u2019s Best Colleges"}],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"42911","name":"Education"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"61051","name":"US News \u0026 World Report"},{"id":"9525","name":"College Rankings"},{"id":"175502","name":"Best College Rankings"},{"id":"100351","name":"best colleges"},{"id":"109","name":"Georgia Tech"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:aisles3@gatech.edu\u0022\u003EAyana Isles\u003C\/a\u003E\u003Cbr\u003ESenior Media Relations Representative\u0026nbsp;\u003Cbr\u003EInstitute Communications\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692943":{"#nid":"692943","#data":{"type":"news","title":"Researchers Develop Simple Modification to Improve Commercial Resin for Direct Air Capture","body":[{"value":"\u003Cp\u003ETo mitigate climate change, direct air capture of carbon dioxide (CO\u2082) from the atmosphere has emerged as an increasingly attractive option for limiting global warming. But scaling up systems to remove and safely store enough CO\u2082 faces major obstacles, according to researchers at the Georgia Tech School of Chemical and Biomolecular Engineering (ChBE).\u003C\/p\u003E\u003Cp\u003EThey cite climate models estimating that limiting global warming to less than 2 degrees Celsius could require removing approximately 10 billion metric tons of carbon dioxide from the atmosphere annually by 2050, increasing to 20 billion tons per year by 2100. Current DAC systems remove only thousands of tons of CO\u2082 annually.\u003C\/p\u003E\u003Cp\u003EOne challenge is improving the solid sorbents that capture CO\u2082 from ambient air. In collaboration with CarbonCapture Inc., researchers in ChBE have shown that a simple, one-step modification can upgrade a commercial amine resin into a more efficient and durable sorbent for CO\u2082 capture. They \u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/sciadv.aeg5572\u0022\u003Epublished their findings\u003C\/a\u003E in \u003Cem\u003EScience Advances\u003C\/em\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cAchieving economically viable DAC demands major improvements in solid sorbent design and performance,\u201d said study author Professor Christopher W. Jones of ChBE, who noted that the benefits of DAC include its potential scalability, modest land-use requirements, flexibility in plant locations, and access to extensive geological reservoirs for long-term CO\u2082 storage.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EImproving a Commercial Sorbent\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EJones and his collaborators found a way to improve the performance of Lewatit VP OC 1065, a commercially available resin already considered a benchmark in the DAC field. The material works for DAC because it\u2019s studded with amine groups, which are chemical sites that grab CO\u2082 molecules as air passes through the resin.\u003C\/p\u003E\u003Cp\u003ERather than design a new sorbent, the researchers built on previous Georgia Tech studies with PPI (poly(propyleneimine)), a polymer that has shown advantages in both CO\u2082 capture and durability. They developed a simple grafting process that grows PPI directly from amine sites already present on the commercial resin, increasing its ability to capture CO\u2082.\u003C\/p\u003E\u003Cp\u003EThe process involved soaking the resin in a small, inexpensive molecule called azetidine along with a small amount of acid, and then heating the mixture for two days.\u003C\/p\u003E\u003Cp\u003EThe researchers found the upgraded resin captured about 75 percent more CO\u2082 than the untreated version under dry conditions that mimic open air, where CO\u2082 makes up only about 400 parts per million of the surrounding gas.\u003C\/p\u003E\u003Cp\u003EThe material also performed well under simulated industrial flue-gas conditions, where CO\u2082 is far more concentrated, capturing more than 50 percent more than the untreated resin.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe team also tested the resin across temperatures ranging from 25 degrees Celsius down to -20 degrees Celsius and across a wide range of humidity levels. In humid air, the modified resin outperformed the original at every temperature tested, though its advantage disappeared in very cold, dry conditions.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EEnhancing Durability\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ESorbents used in DAC need to survive repeated use, cycling between capturing CO\u2082 and being heated to release it. Amine-based materials are known to degrade over time when exposed to oxygen. But the branched bPPI chains added by the researchers to the sorbent reduced oxidative degradation by about half.\u003C\/p\u003E\u003Cp\u003EIn tests that simulated 150 rounds of capture and release from industrial exhaust, the modified resin held up significantly better than the original material, the researchers found.\u003C\/p\u003E\u003Cp\u003E\u201cThese commercial resins are already leading candidates for large-scale carbon capture deployment,\u201d said Arkaprabha Giri, a former postdoctoral researcher in Jones\u2019 lab who is the study\u2019s lead author. \u201cIf we can meaningfully boost their performance with a process this simple, that\u2019s a real opportunity to speed up deployment without waiting on an entirely new generation of materials.\u201d\u003C\/p\u003E\u003Cp\u003EStudy co-author Omid Ghaffari Nik, Ph.D., vice president of materials science and process at CarbonCapture Inc., said that bringing down the steep cost of DAC is a crucial goal.\u003C\/p\u003E\u003Cp\u003E\u201cThe U.S. Department of Energy has set a target of atmospheric CO\u2082 capture and storage at less than $100 per net metric ton, emphasizing the need for innovation in sorbent-based DAC systems,\u201d Nik said.\u003C\/p\u003E\u003Cp\u003EThe use of an existing commercial resin and readily available chemicals could offer advantages in eventually scaling up the process, the researchers said. They successfully applied the same method to a second commercial resin, Purolite A110, suggesting the approach isn\u0027t limited to one product.\u003C\/p\u003E\u003Cp\u003EThe team has filed a provisional patent and is now working to extend the technique to other amine-based materials, with the aim of scaling the process from lab quantities to the industrial scale.\u003C\/p\u003E\u003Cp\u003ECITATION: Arkaprabha Giri, UnJin Ryu, Jiaqi Zhang, Opeyemi Ojelade, Wenyang Zhao, Jacob Hoffman, Mark Robertson, Jordi Esp\u00edn, Madison Nichols, Surya Parker, Omid Ghaffari Nik, and Christopher W. Jones, \u0022\u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/sciadv.aeg5572\u0022\u003E\u003Cem\u003EIn situ\u003C\/em\u003E azetidine polymerization elevates the performance of commercial polymer resin sorbents in carbon dioxide capture\u003C\/a\u003E,\u0022 \u003Cem\u003EScience Advances\u003C\/em\u003E, 2026\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EResearchers have shown that a simple, one-step modification can upgrade a commercial amine resin into a more efficient and durable sorbent for CO\u2082 capture. They published their findings in \u003Cem\u003EScience Advances\u003C\/em\u003E.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers have shown that a simple, one-step modification can upgrade a commercial amine resin into a more efficient and durable sorbent for CO\u2082 capture"}],"uid":"27271","created_gmt":"2026-09-30 17:10:58","changed_gmt":"2026-09-30 18:20:09","author":"Brad Dixon","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-30T00:00:00-04:00","iso_date":"2026-09-30T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681310":{"id":"681310","type":"image","title":"co2clouds.jpg","body":null,"created":"1790788281","gmt_created":"2026-09-30 17:11:21","changed":"1790788281","gmt_changed":"2026-09-30 17:11:21","alt":"Clouds with CO2 spelled in clouds","file":{"fid":"265682","name":"co2clouds.jpg","image_path":"\/sites\/default\/files\/2026\/09\/30\/co2clouds.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/30\/co2clouds.jpg","mime":"image\/jpeg","size":2549260,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/30\/co2clouds.jpg?itok=h2DqEjPR"}},"681311":{"id":"681311","type":"image","title":"ChrisJones9-2016.jpg","body":"\u003Cp\u003EProfessor Christopher W. Jones, the John F. Brock III School Chair of the Georgia Tech School of Chemical and Biomolecular Engineering\u003C\/p\u003E","created":"1790788372","gmt_created":"2026-09-30 17:12:52","changed":"1790788372","gmt_changed":"2026-09-30 17:12:52","alt":"Chris Jones","file":{"fid":"265683","name":"ChrisJones9-2016.jpg","image_path":"\/sites\/default\/files\/2026\/09\/30\/ChrisJones9-2016.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/30\/ChrisJones9-2016.jpg","mime":"image\/jpeg","size":2889986,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/30\/ChrisJones9-2016.jpg?itok=E4P8kWcu"}}},"media_ids":["681310","681311"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"1240","name":"School of Chemical and Biomolecular Engineering"}],"categories":[{"id":"141","name":"Chemistry and Chemical Engineering"}],"keywords":[{"id":"187252","name":"Direct air capture"},{"id":"7508","name":"carbon dioxide"},{"id":"182890","name":"Carbon Dioxide Atmosphere"},{"id":"188776","name":"go-research"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBrad Dixon, braddixon@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":["braddixon@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692926":{"#nid":"692926","#data":{"type":"news","title":"Cybersecurity Student Spends Summer of Securing the High Seas","body":[{"value":"\u003Cp\u003EWhen \u003Cstrong\u003EAnna\u003C\/strong\u003E \u003Cstrong\u003ERaymaker\u003C\/strong\u003E began her Ph.D. at Georgia Tech, she hadn\u0027t yet decided which area of cybersecurity she wanted to pursue. That changed when she began working on a boat test bed and \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/researchers-find-training-gaps-impacting-maritime-cybersecurity-readiness\u0022\u003Etalking\u003C\/a\u003E with mariners about the cybersecurity challenges they face at sea.\u003C\/p\u003E\u003Cp\u003EThose conversations led Raymaker to focus her research on maritime security, including vulnerabilities in the Automatic Identification System (AIS), which ships use to broadcast their location, speed, and course.\u003C\/p\u003E\u003Cp\u003EThis summer, Raymaker brought this research to Massachusetts Institute of Technology (MIT) \u003Ca href=\u0022https:\/\/www.ll.mit.edu\/\u0022\u003ELincoln Laboratory\u003C\/a\u003E, where she built a test bed to study AIS security in a controlled environment. The experience has also led to new research questions, from the security of shipboard Starlink connections to autonomous vessels and other maritime technologies.\u003C\/p\u003E\u003Cp\u003EWe spoke with Raymaker about her research, her experience at Lincoln Laboratory, and what she hopes to investigate next.\u003C\/p\u003E\u003Ch2\u003EWhat will you be working on at the MIT Lincoln Laboratory next?\u003C\/h2\u003E\u003Cp\u003EAfter submitting our paper based on this summer\u2019s work to a cybersecurity conference, we are continuing our collaboration and starting a new project to identify critical infrastructure that uses unique protocols. The project is still in the early stages of planning and design, but I\u2019m excited to continue working with the team.\u003C\/p\u003E\u003Ch2\u003EWhat was the biggest challenge you faced while building and testing the AIS security testbed, and how did you work through it?\u003C\/h2\u003E\u003Cp\u003EThe biggest challenge was getting equipment designed to be installed and operated on a boat to function properly in a lab setting. That meant using a Faraday cage so that our AIS transmissions and security experiments wouldn\u2019t accidentally broadcast to nearby ships or interfere with real maritime traffic. I also had to simulate GPS signals and set up additional hardware to trick the AIS transponders into thinking they were operating on a real vessel. Putting all those pieces together into a safe, realistic test bed was challenging, but it ultimately let us study the equipment in a controlled environment.\u003C\/p\u003E\u003Ch2\u003EYou mentioned the collaborative culture at Lincoln Laboratory. Can you share a specific interaction or experience with a researcher there that had an impact on you or your work?\u003C\/h2\u003E\u003Cp\u003EWorking with \u003Cstrong\u003EHamed\u003C\/strong\u003E \u003Cstrong\u003EOkhravi\u003C\/strong\u003E, a senior staff member at Lincoln Laboratory, was an amazing experience. He was my mentor and consistently went out of his way to connect me with people who could help me find datasets, access equipment, or get the lab space I needed for my work. For example, when I realized I needed a Faraday cage for my experiments, he connected me with the Mobile Device Lab and helped me get access very quickly. The lab manager was also immediately willing to let me use the space and equipment. That experience really reflected the culture I saw throughout Lincoln Laboratory. Everyone genuinely wanted to help each other get what they needed to move their research forward.\u003C\/p\u003E\u003Ch2\u003EHow did Georgia Tech prepare you for the work at Lincoln Laboratory, and did the internship change how you think about your research or future career?\u003C\/h2\u003E\u003Cp\u003EMy experience at Georgia Tech was instrumental in preparing me for my work at Lincoln Laboratory. The way I was taught to think through difficult research problems and work independently toward solutions translated well to a large research lab. I was able to hit the ground running and take ownership of a project because Georgia Tech had prepared me to lead research independently. The internship also gave me valuable experience in a research environment outside academia, which broadened my perspective on how I could pursue research in the future.\u003C\/p\u003E\u003Ch2\u003EYou\u2019ve said you want to work through the cybersecurity problems mariners have shared with you \u201cone by one.\u201d Which problem do you most want to tackle next, and why?\u003C\/h2\u003E\u003Cp\u003ENext, I\u2019d love to look at Starlink connectivity for ships or for autonomous shipping. Mariners we\u2019ve spoken with have raised concerns about both. With Starlink and increasingly autonomous vessels, they worry that greater remote connectivity could give attackers new ways to access onboard systems and disrupt ship operations. I think those concerns are worth investigating.\u003C\/p\u003E\u003Cp\u003EWe recently had a paper accepted at CCS that examines exposed solar distributed energy resources, and I think applying a similar perspective to exposed maritime equipment could be very interesting. That paper is available \u003Ca href=\u0022https:\/\/arxiv.org\/pdf\/2609.07783v1\u0022\u003Ehere\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EWe also recently had a paper on measuring GPS spoofing of ships accepted at IEEE S\u0026amp;P. The full paper isn\u2019t online yet, but the project was directly motivated by mariners telling us that they were struggling with GPS spoofing. That made me want to find a way to systematically measure where spoofing was occurring.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EUltimately, the goal is to turn that kind of research into something useful for mariners, such as warning them when they are entering an area experiencing spoofing or when their own vessel may be affected and they should no longer trust their GPS. That is the kind of research I\u2019d like to continue doing: listening to the problems mariners are actually experiencing and finding ways to investigate and address them.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EPhotos by Kevin Beasley and Terence Rushin\/College of Computing\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAnna Raymaker\u2019s maritime cybersecurity research is advancing through controlled AIS testing and collaboration with mariners. Her summer at MIT Lincoln Laboratory expanded both her methods and future research direction. \u2022 She built a safe AIS testbed using a Faraday cage, simulated GPS signals, and specialized hardware to study ship equipment without affecting real maritime traffic. \u2022 Raymaker plans to investigate Starlink connectivity, autonomous vessels, exposed maritime equipment, and GPS spoofing, with the goal of developing practical warnings for mariners.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Anna Raymaker\u2019s maritime cybersecurity research is advancing through controlled AIS testing and collaboration with mariners."}],"uid":"36253","created_gmt":"2026-09-29 18:46:36","changed_gmt":"2026-09-29 18:55:53","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-29T00:00:00-04:00","iso_date":"2026-09-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681294":{"id":"681294","type":"image","title":"Anna-Raymaker-3.jpg","body":null,"created":"1790707760","gmt_created":"2026-09-29 18:49:20","changed":"1790707760","gmt_changed":"2026-09-29 18:49:20","alt":"Smiling woman sitting in front of a window. Behind her buildings of Midtown Atlanta are visible. ","file":{"fid":"265665","name":"Anna-Raymaker-3.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/Anna-Raymaker-3.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/Anna-Raymaker-3.jpg","mime":"image\/jpeg","size":1969103,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/Anna-Raymaker-3.jpg?itok=tvfoOWJN"}},"681295":{"id":"681295","type":"image","title":"Saman-Zonouz-Lab_86A4415.jpg","body":null,"created":"1790707976","gmt_created":"2026-09-29 18:52:56","changed":"1790707976","gmt_changed":"2026-09-29 18:52:56","alt":"A woman working on a simulated ship","file":{"fid":"265666","name":"Saman-Zonouz-Lab_86A4415.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/Saman-Zonouz-Lab_86A4415.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/Saman-Zonouz-Lab_86A4415.jpg","mime":"image\/jpeg","size":28896742,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/Saman-Zonouz-Lab_86A4415.jpg?itok=ED3WU7x_"}},"681296":{"id":"681296","type":"image","title":"Saman-Zonouz-Lab_86A4427.jpg","body":null,"created":"1790707976","gmt_created":"2026-09-29 18:52:56","changed":"1790707976","gmt_changed":"2026-09-29 18:52:56","alt":"Three people working on a simulated ship in a lab","file":{"fid":"265667","name":"Saman-Zonouz-Lab_86A4427.jpg","image_path":"\/sites\/default\/files\/2026\/09\/29\/Saman-Zonouz-Lab_86A4427.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/29\/Saman-Zonouz-Lab_86A4427.jpg","mime":"image\/jpeg","size":29768827,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/29\/Saman-Zonouz-Lab_86A4427.jpg?itok=KWHcK2MP"}}},"media_ids":["681294","681295","681296"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691643":{"#nid":"691643","#data":{"type":"news","title":"Rare NASA Satellite Data Reveals Major Limits in Flood Models","body":[{"value":"\u003Cp\u003EThe Kakhovka Dam in southern Ukraine was\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nytimes.com\/2023\/06\/06\/world\/europe\/ukraine-dam-explainer.html\u0022\u003Edestroyed\u003C\/a\u003E on June 6, 2023. The event unleashed a catastrophic flood that forced thousands of residents to evacuate their communities as water levels rose 10 feet above normal.\u003C\/p\u003E\u003Cp\u003EFor most floods caused by dam or reservoir breaks, known as outburst floods, current data is nearly impossible to find. By the time researchers can safely reach the site, only the aftermath remains. But in the case of Kakhovka, a newly launched NASA satellite happened to be collecting measurements over the region, providing a unique view of the flood in real time.\u003C\/p\u003E\u003Cp\u003EUsing those observations, Georgia Tech researchers tested how well existing outburst flood models reproduced the actual event. The results revealed a discrepancy: The models consistently underestimated flood conditions. Even improved models struggled to accurately capture both the height and timing of floodwaters.\u003C\/p\u003E\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/agupubs.onlinelibrary.wiley.com\/doi\/10.1029\/2025GL120832\u0022\u003Efindings\u003C\/a\u003E suggest that commonly used flood simulations may not fully capture the dynamics of large outburst floods. Models need improvement to be effective for hazard assessment and emergency planning.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EPutting Models to the Test\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EFlood models are essential for estimating how deadly and costly outburst floods can be.\u003C\/p\u003E\u003Cp\u003E\u201cModels allow us to understand which communities could be affected by an outburst flood,\u201d\u0026nbsp;said \u003Ca href=\u0022https:\/\/eas.gatech.edu\/people\/lang-karl\u0022\u003EKarl Lang\u003C\/a\u003E, an assistant professor in the \u003Ca href=\u0022https:\/\/eas.gatech.edu\/\u0022\u003ESchool of Earth and Atmospheric Sciences.\u003C\/a\u003E\u0026nbsp;\u0026nbsp;\u201cThey also help us estimate how long floodwaters will remain on the landscape. In many places, prolonged flooding can be just as devastating as the initial event because it can damage infrastructure, disrupt livelihoods, and contribute to public health risks.\u201d\u003C\/p\u003E\u003Cp\u003EUntil recently, however, scientists didn\u2019t have a way to evaluate how accurate the models were. But when NASA launched its Surface Water and Ocean Topography (SWOT) satellite, a serendipitous opportunity arose. The satellite passed over the Kakhovka flood zone repeatedly during and after the dam failure, producing detailed daily measurements across the flood plain. SWOT uses two antennas and a technique called interferometry to measure water elevation with approximately 10-centimeter accuracy across rivers, lakes, wetlands, reservoirs, and oceans.\u003C\/p\u003E\u003Cp\u003E\u201cSWOT doesn\u2019t observe every flood that happens, but when it does, it provides exactly the information we\u2019ve needed to understand how floodwaters move across the landscape,\u201d said Tamlin Pavelsky, professor at the University of North Carolina at Chapel Hill. \u201cThose observations help us improve computer models used to anticipate future flood events.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EReality Versus Simulation\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EResearchers compared the satellite observations with models that simulate depth and spread of flooding. They found that models relying on commonly available global data consistently simulated floodwaters that were lower and slower than those SWOT observed.\u003C\/p\u003E\u003Cp\u003EThe team then improved the model inputs by incorporating more realistic estimates of the reservoir and river-bottom topography. Those changes brought model results closer to real-world conditions, but they still failed to accurately reproduce both flood height and flood timing simultaneously.\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s really challenging to collect real-world data from these huge floods because they\u2019re so localized, unpredictable, and energetic,\u201d said Karin Lehnigk, a postdoctoral fellow and lead author of the study. \u201cBecause SWOT gave us a new image every day covering the entire flood path, we could compare the model with real-world conditions across many locations and points in time in ways that previously were only possible in a laboratory.\u201d\u003C\/p\u003E\u003Cp\u003EThe results suggest model limitations extend beyond simply having better maps of reservoir depth or river channels. Instead, they point to broader challenges in how scientists simulate large outburst floods and their movement across complex landscapes.\u003C\/p\u003E\u003Cp\u003EAs aging infrastructure, extreme weather, and other hazards increase flood risks around the world, researchers say better models are essential for helping communities prepare for the floods.\u003C\/p\u003E\u003Cp\u003EThis research was funded by NASA and the\u0026nbsp;\u003Ca href=\u0022https:\/\/pace.gatech.edu\/\u0022\u003EPartnership for an Advanced Computing Environment\u003C\/a\u003E at Georgia Tech.\u003C\/p\u003E\u003Cp\u003ECITATION:\u0026nbsp;Lehnigk,\u0026nbsp;K.E.,\u0026nbsp;Pavelsky,\u0026nbsp;T.M., \u0026amp;\u0026nbsp;Lang,\u0026nbsp;K.A.\u0026nbsp;(2026).\u0026nbsp;SWOT satellite observations of the Kakhovka Dam break flood highlight limitations of outburst flood models.\u0026nbsp;\u003Cem\u003EGeophysical Research Letters\u003C\/em\u003E,\u0026nbsp;53, e2025GL120832.\u0026nbsp;\u003Ca href=\u0022https:\/\/doi.org\/10.1029\/2025GL120832\u0022\u003Ehttps:\/\/doi.org\/10.1029\/2025GL120832\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003EUsing unprecedented observations of Ukraine\u2019s 2023 Kakhovka Dam collapse, Georgia Tech researchers found that widely used flood models underestimated both water levels and flood timing.\u003C\/strong\u003E\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Using unprecedented observations of Ukraine\u2019s 2023 Kakhovka Dam collapse, Georgia Tech researchers found that widely used flood models underestimated both water levels and flood timing."}],"uid":"34541","created_gmt":"2026-08-13 15:12:42","changed_gmt":"2026-09-29 18:48:18","author":"Tess Malone","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-13T00:00:00-04:00","iso_date":"2026-08-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680853":{"id":"680853","type":"image","title":"AdobeStock_611532639.jpeg","body":null,"created":"1786634256","gmt_created":"2026-08-13 15:17:36","changed":"1786634256","gmt_changed":"2026-08-13 15:17:36","alt":"flooding image","file":{"fid":"265182","name":"AdobeStock_611532639.jpeg","image_path":"\/sites\/default\/files\/2026\/08\/13\/AdobeStock_611532639.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/13\/AdobeStock_611532639.jpeg","mime":"image\/jpeg","size":2802600,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/13\/AdobeStock_611532639.jpeg?itok=tkMJVg3P"}}},"media_ids":["680853"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[{"id":"71911","name":"Earth and Environment"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:tess.malone@gatech.edu\u0022\u003ETess Malone\u003C\/a\u003E, Senior Research Writer\/Editor\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691930":{"#nid":"691930","#data":{"type":"news","title":"A Neuroscientist Went Looking for Prediction. She Found Time Instead.","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EFew neuroscientists would dispute that the brain relies on prediction. From houseflies evading swatters to humans catching baseballs, living things are constantly anticipating what comes next. Understanding how the brain generates those predictions could help explain one of neuroscience\u0027s most enduring questions: how the brain builds internal models of the world that allow us to learn, adapt, and anticipate what comes next.\u003C\/p\u003E\u003Cp\u003E\u201cWithout actively predicting the world, we cannot survive,\u201d says \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/farzaneh-najafi\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EFarzaneh Najafi\u003C\/a\u003E, an assistant professor in the \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E and a faculty affiliate of Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/neuro.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/a\u003E. \u201cThere is quite some sensory-motor delay in the processing. We can\u2019t just sit there, wait for the brain to process our environment, and then react.\u201d\u003C\/p\u003E\u003Cp\u003EPart of the puzzle may lie in signals known as neural ramps. Almost like a drumroll leading up to a big reveal, neurons in some areas of the brain have shown gradual increases in activity immediately before a stimulus appears. For decades, researchers have interpreted this ramping activity as a neural signature of prediction, reflecting anticipation of an upcoming event.\u003C\/p\u003E\u003Cp\u003ERecently published in \u003Ca href=\u0022http:\/\/www.science.org\/doi\/10.1126\/sciadv.aed6417\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E\u003Cem\u003EScience Advances\u003C\/em\u003E\u003C\/a\u003E, a new study from Najafi\u2019s lab reveals these signals may not be \u201cpredictions\u201d at all, but instead a way neurons track elapsed time.\u003C\/p\u003E\u003Cp\u003E\u201cSurprisingly,\u201d says Najafi, \u201cthe very first study from my lab called the Predictive Processing Lab showed that no, these are not prediction signals.\u201d\u003C\/p\u003E\u003Cp\u003EThe finding challenges a long-standing interpretation of one of neuroscience\u0027s most studied signals and reveals that the search for predictive neurons may lead to different circuits \u2014 or require different experiments to uncover.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch3\u003E\u003Cstrong\u003EThe Problem With Prediction\u003C\/strong\u003E\u0026nbsp;\u003C\/h3\u003E\u003Cp\u003EThere is a challenge in separating simple time tracking from active prediction. Just because numbers on a stopwatch are increasing doesn\u2019t mean it\u2019s counting up to a specific event.\u003C\/p\u003E\u003Cp\u003ETo tease the problem apart, the team designed a series of experiments that progressively stripped prediction out of the equation.\u003C\/p\u003E\u003Cp\u003EWorking with mice, the researchers presented audio and visual cues at carefully controlled intervals. Some appeared at regular, hence predictable, times, while others arrived unpredictably. If neurons are making predictions, their activity should look different when events are predictable versus when they are not.\u003C\/p\u003E\u003Cp\u003EBut that\u2019s not what they found. Even when the researchers introduced errors into those predictable patterns, activity remained largely the same.\u003C\/p\u003E\u003Cp\u003E\u201cIt was in the first year of collecting data in my newly established lab that my student, Yicong Huang, started showing me the data and I was shocked: how come we are not seeing a difference between the expected case and the unexpected case?\u201d Najafi recalls. \u201cBecause the entire theory is that there is a difference.\u201d\u003C\/p\u003E\u003Cp\u003EThe team found even more definitive evidence by monitoring \u201cnaive\u201d mice that had never seen the stimuli before. The brain must learn a pattern before it can anticipate it, yet they found that these neural ramps were present even in the first few trials.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch3\u003E\u003Cstrong\u003EDrumroll, Please\u003C\/strong\u003E\u0026nbsp;\u003C\/h3\u003E\u003Cp\u003EIf these signals aren\u2019t predictions, then what\u2019s happening?\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWhat we are seeing are pure sensory signals,\u201d she says. \u201cThey are not about predicting the timing of the upcoming stimulus. They\u0027re about encoding the time that is elapsed.\u201d\u003C\/p\u003E\u003Cp\u003ENajafi thinks that what neuroscientists have long interpreted as an anticipatory \u201cbuildup\u201d to a future event is actually a \u201crelaxation\u201d from the past. Rather than a drummer rolling up to a specific event, imagine one who is always rolling. Each stimulus briefly interrupts the performance before the rhythm gradually returns.\u003C\/p\u003E\u003Cp\u003EBut they found that not every neuron behaves like a drummer. While \u201cdrummers\u201d recover their interrupted rhythm after a stimulus, other neurons operate more like a reverberating gong, firing strongly after a stimulus before gradually quieting down.\u003C\/p\u003E\u003Cp\u003E\u201cThe beautiful part of this story is that neurons don\u0027t all do the same thing,\u201d Najafi says. \u201cOne neuron ramps up quickly, another more slowly, another with a completely different time course. When you put that heterogeneous population together, you get a very robust readout of time.\u201d\u003C\/p\u003E\u003Cp\u003EThe finding may also have implications for how neuroscientists think the brain represents time itself.\u003C\/p\u003E\u003Cp\u003E\u201cOur findings support the theory that time representation in the brain is an intrinsic property of neurons,\u201d says Najafi. Because the signals appeared even in na\u00efve mice and in sensory brain regions, the results suggest that timing may emerge from the properties of neurons themselves, rather than from a specialized timing system elsewhere in the brain.\u003C\/p\u003E\u003Cp\u003EFor Najafi, the study doesn\u0027t close the case on predictive processing. Time, after all, is an important variable to track if you want to make predictions. Instead, it opens more questions about when and where those signals emerge.\u003C\/p\u003E\u003Cp\u003E\u201cMaybe we didn\u0027t find them because this was a passive perception task, meaning mice just passively received stimuli without being instructed to attend to them. Maybe we need active perception or an active movement task, and that\u0027s when we can extract these predictive signals from the brain. Alternatively, we may need to search other brain areas to find neural signatures of temporal predictions.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cDo I believe now that the brain is not doing predictive processing? Absolutely not,\u201d Najafi says. \u201cBut before we say we\u0027ve found evidence for a theory, we really need to do multiple carefully designed experiments. We need to attack this from many different angles.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cem\u003EFunding: This research was supported by the Whitehall Foundation, the Research Corporation for Science Advancement, the Chan Zuckerberg Initiative, and the Georgia Institute of Technology.\u003C\/em\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDOI: 10.1126\/sciadv.aed6417\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA Georgia Tech study challenges a decades-old explanation for one of neuroscience\u0027s most famous signals, revealing an intrinsic neural code for tracking time.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A Georgia Tech study challenges a decades-old explanation for one of neuroscience\u0027s most famous signals, revealing an intrinsic neural code for tracking time."}],"uid":"35575","created_gmt":"2026-08-24 19:39:14","changed_gmt":"2026-09-29 18:47:09","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-24T00:00:00-04:00","iso_date":"2026-08-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680972":{"id":"680972","type":"image","title":"Najafi-SciAdv.jpeg","body":"\u003Cdiv\u003EGeorgia Tech neuroscientist Farzaneh Najafi studies how the brain predicts future events. A new study from her lab challenges a long-standing interpretation of one of neuroscience\u0027s most famous \u0022prediction signals,\u0022 suggesting it may instead help the brain track elapsed time. Photo via Georgia Tech College of Sciences.\u003C\/div\u003E","created":"1787600538","gmt_created":"2026-08-24 19:42:18","changed":"1787600957","gmt_changed":"2026-08-24 19:49:17","alt":"Farzaneh Najafi standing outside smiling with her arms crossed. Green foliage is visible in the background.","file":{"fid":"265314","name":"Najafi-SciAdv.jpeg","image_path":"\/sites\/default\/files\/2026\/08\/24\/Najafi-SciAdv.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/24\/Najafi-SciAdv.jpeg","mime":"image\/jpeg","size":7788922,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/24\/Najafi-SciAdv.jpeg?itok=DPVq2zuE"}}},"media_ids":["680972"],"related_links":[{"url":"https:\/\/neuro.gatech.edu\/molecules-mind-farzaneh-najafi-receives-multiple-awards-cognitive-research","title":"From Molecules to Mind: Farzaneh Najafi Receives Multiple Awards for Cognitive Research"},{"url":"https:\/\/neuro.gatech.edu\/nathan-mcdonald-and-farzaneh-najafi-awarded-curci-foundation-grants","title":"Nathan McDonald and Farzaneh Najafi Awarded Curci Foundation Grants"},{"url":"https:\/\/neuro.gatech.edu\/georgia-tech-researchers-make-waves-worlds-largest-neuroscience-conference","title":"Georgia Tech Researchers Make Waves at the World\u2019s Largest Neuroscience Conference"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"66220","name":"Neuro"},{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"172970","name":"go-neuro"},{"id":"192253","name":"cos-neuro"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193656","name":"Neuro Next Initiative"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EWriter and Media Contact:\u003Cbr\u003E\u003Ca href=\u0022mailto:audra.davidson@research.gatech.edu\u0022\u003EAudra Davidson\u003C\/a\u003E\u003Cbr\u003ECommunications Manager\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society (INNS)\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691627":{"#nid":"691627","#data":{"type":"news","title":"New Model Teaches Workplace AI to Read More Like Humans","body":[{"value":"\u003Cp\u003EModern artificial intelligence (AI) platforms can summarize reports, analyze documents, and answer questions in seconds. But when information is spread across dozens of slides, charts, and tables, even advanced models can miss important details.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs many organizations and businesses are turning to AI to improve workplace efficiency, risk remains high. Between overlooked footnotes and misread graphics, small mistakes can have expensive consequences.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETo address this challenge, researchers from Georgia Tech and J.P. Morgan developed SlideAgent. The new framework helps large language models (LLMs) better understand complex visual documents like presentation slide decks, brochures, and reports.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/arxiv.org\/abs\/2510.26615\u0022\u003ESlideAgent\u003C\/a\u003E works by breaking documents into multiple levels, allowing the model to analyze both the big picture and the fine details. This human-inspired approach leads to more accurate and reliable interpretation than existing systems.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBeyond improving workplace tools, SlideAgent also points to a broader shift in AI. Instead of building only larger and more powerful models, the work shows how smarter design and more efficient reasoning can improve performance.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cMultimodal LLMs such as GPT, Gemini, and Claude, can save people time and reduce the mental effort required to understand these documents, but they remain imperfect,\u201d said \u003Ca href=\u0022https:\/\/ahren09.github.io\/\u0022\u003EYiqiao (Ahren) Jin\u003C\/a\u003E, a Ph.D. candidate in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E (CSE).\u003C\/p\u003E\u003Cp\u003E\u201cIn high-stakes fields such as finance, for example, misreading a number, overlooking a footnote, or making an incorrect comparison across pages could affect reporting, risk assessment, or strategic decisions.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe researchers tested SlideAgent on a wide range of real-world documents, including financial presentations, technical slides, and visual question-answering datasets.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe system consistently outperformed leading commercial models and open-source tools throughout the evaluation. In some cases, it improved accuracy by up to 10%. The gains were especially strong on more complex tasks, such as comparing information across slides or understanding how visuals relate to each other on a page.\u003C\/p\u003E\u003Cp\u003E\u201cWe found the results very encouraging. SlideAgent reaches an improvement of 7.9% over its proprietary base model and 9.8% over the evaluated open-source base models,\u201d said Jin, the project\u2019s lead researcher.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThese are meaningful gains given the strength of the underlying multimodal models and the difficulty of the tasks.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECurrent multimodal AI systems often process entire pages at once. This approach can lead to mistakes, such as miscounting items in a chart or overlooking important details in dense visuals.\u003C\/p\u003E\u003Cp\u003ESlideAgent addresses this by mimicking how people read documents. Instead of treating each page as a single unit, the system looks at information at three levels: the full document, individual pages, and specific elements like charts, tables, and text blocks.\u003C\/p\u003E\u003Cp\u003EA network of agents, each specialized for a specific level, divides and coordinates analysis. Then, SlideAgent combines outputs to build a structured understanding of the overall document. This allows it to answer questions more accurately and reason across multiple pages.\u003C\/p\u003E\u003Cp\u003E\u201cThe central inspiration was how people naturally read a long presentation,\u201d Jin said.\u003C\/p\u003E\u003Cp\u003E\u201cWe first develop an understanding of the overall narrative, then identify the relevant pages or sections, and finally zoom in on individual charts, tables, or text blocks when precise evidence is needed.\u201d\u003C\/p\u003E\u003Cp\u003EThe work highlights a growing challenge with AI. As systems become more popular and more powerful, users increasingly discover the technology\u2019s limitations. This is especially true for real-world tasks that require structured reasoning and contextual understanding.\u003C\/p\u003E\u003Cp\u003ESlideAgent shows that better performance does not always come from building bigger models. Instead, it points to smarter ways of organizing how AI processes information that can lead to improvement.\u003C\/p\u003E\u003Cp\u003EThe Association for Computational Linguistics (ACL) accepted SlideAgent for presentation at its annual meeting. The 64th \u003Ca href=\u0022https:\/\/2026.aclweb.org\/\u0022\u003EACL 2026 meeting\u003C\/a\u003E took place July 2-7 in San Diego.\u003C\/p\u003E\u003Cp\u003EACL is a scientific and professional organization for researchers in natural language processing (NLP). Its namesake conference is one of the world\u2019s leading venues for presenting NLP research.\u003C\/p\u003E\u003Cp\u003EACL 2026 followed a year after Jin completed an internship at J.P. Morgan AI Research, where he worked on SlideAgent. He interned under \u003Cstrong\u003ERachneet Kaur\u003C\/strong\u003E, \u003Cstrong\u003EZhen Zeng\u003C\/strong\u003E, and \u003Cstrong\u003ESumitra Ganesh\u003C\/strong\u003E, all co-authors of the paper. School of CSE Associate Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~srijan\/\u0022\u003ESrijan Kumar\u003C\/a\u003E advises Jin at Georgia Tech.\u003C\/p\u003E\u003Cp\u003EAlong with SlideAgent, Jin authored two other papers accepted at ACL 2026.\u003C\/p\u003E\u003Cp\u003E\u201cConferences such as ACL are valuable not only for sharing results, but also for refining future project ideas with the broader community. Discussions across institutions and research areas can reveal limitations, suggest new evaluations, and spark collaborations that are difficult to develop in isolation,\u201d Jin said.\u003C\/p\u003E\u003Cp\u003E\u201cFor SlideAgent, I was particularly interested in feedback on how we can make the framework more computationally efficient without sacrificing accuracy or interpretability.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EModern artificial intelligence (AI) platforms can summarize reports, analyze documents, and answer questions in seconds. But when information is spread across dozens of slides, charts, and tables, even advanced models can miss important details.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs many organizations and businesses are turning to AI to improve workplace efficiency, risk remains high. Between overlooked footnotes and misread graphics, small mistakes can have expensive consequences.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETo address this challenge, researchers from Georgia Tech and J.P. Morgan developed SlideAgent. The new framework helps large language models (LLMs) better understand complex visual documents like presentation slide decks, brochures, and reports.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESlideAgent works by breaking documents into multiple levels, allowing the model to analyze both the big picture and the fine details. This human-inspired approach leads to more accurate and reliable interpretation than existing systems.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBeyond improving workplace tools, SlideAgent also points to a broader shift in AI. Instead of building only larger and more powerful models, the work shows how smarter design and more efficient reasoning can improve performance.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The new AI framework called SlideAgent helps large language models (LLMs) better understand complex visual documents used in the workplace like presentation slide decks, brochures, and reports. "}],"uid":"36319","created_gmt":"2026-08-12 12:01:25","changed_gmt":"2026-09-29 18:42:26","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-12T00:00:00-04:00","iso_date":"2026-08-12T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680843":{"id":"680843","type":"image","title":"SlideAgent-Head-Image.jpg","body":null,"created":"1786536102","gmt_created":"2026-08-12 12:01:42","changed":"1786536102","gmt_changed":"2026-08-12 12:01:42","alt":"Yiqiao (Ahren) Jin ACL 2026","file":{"fid":"265169","name":"SlideAgent-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/08\/12\/SlideAgent-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/12\/SlideAgent-Head-Image.jpg","mime":"image\/jpeg","size":96345,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/12\/SlideAgent-Head-Image.jpg?itok=MXXpRJcQ"}},"680844":{"id":"680844","type":"image","title":"YJ_ACL2026.jpg","body":null,"created":"1786536492","gmt_created":"2026-08-12 12:08:12","changed":"1786536492","gmt_changed":"2026-08-12 12:08:12","alt":"Yiqiao (Ahren) Jin ACL 2026","file":{"fid":"265170","name":"YJ_ACL2026.jpg","image_path":"\/sites\/default\/files\/2026\/08\/12\/YJ_ACL2026.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/12\/YJ_ACL2026.jpg","mime":"image\/jpeg","size":48282,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/12\/YJ_ACL2026.jpg?itok=Vns4uEGI"}},"680845":{"id":"680845","type":"image","title":"YJ_ACL2026.jpeg","body":null,"created":"1786536520","gmt_created":"2026-08-12 12:08:40","changed":"1786536520","gmt_changed":"2026-08-12 12:08:40","alt":"Yiqiao (Ahren) Jin ACL 2026","file":{"fid":"265171","name":"YJ_ACL2026.jpeg","image_path":"\/sites\/default\/files\/2026\/08\/12\/YJ_ACL2026.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/12\/YJ_ACL2026.jpeg","mime":"image\/jpeg","size":219002,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/12\/YJ_ACL2026.jpeg?itok=inGoNwsP"}}},"media_ids":["680843","680844","680845"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"139","name":"Business"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"194609","name":"Industry"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"176858","name":"machine learning center"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"14646","name":"human-computer interaction"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692805":{"#nid":"692805","#data":{"type":"news","title":"Study Uncovers Security Weaknesses in Next-Generation Vehicle Technology","body":[{"value":"\u003Cp\u003EGeorgia Tech researchers have identified seven previously unknown security flaws in next-generation communication standards that connect in-vehicle computers. These flaws create vulnerabilities that could allow attackers to take control of key driver-assistance functions in personal vehicles.\u003C\/p\u003E\u003Cp\u003EThe team also found that the new standard\u0027s core rules for sending messages and handling errors retain every known security weakness of older versions.\u003C\/p\u003E\u003Cp\u003EThe vulnerabilities could allow an attacker who has already gained access to a vehicle\u0027s internal computer network to change or intercept messages, take individual vehicle computers offline, send different information to different systems, or disrupt network communication.\u003C\/p\u003E\u003Cp\u003ECAN Extra Long (CAN XL), the latest version of the controller area network (CAN), is designed for future cars and other vehicles that need to move large amounts of data between onboard computers. The technology is not yet widely deployed in production vehicles, giving manufacturers an opportunity to address security concerns before it becomes more common.\u003C\/p\u003E\u003Cp\u003E\u201cBecause it isn\u0027t widely deployed yet, we have a narrow window to get its security right,\u201d said Associate Professor \u003Cstrong\u003ESaman\u003C\/strong\u003E \u003Cstrong\u003EZonouz\u003C\/strong\u003E of the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E, one of the researchers on the project.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cFixing a standard now is far easier than fixing it once it\u0027s built into the hardware of millions of cars that stay on the road for a decade or more.\u201d\u003C\/p\u003E\u003Cp\u003EZonouz said CAN XL is expected to become the primary version of CAN, the network that enables computers inside a vehicle to communicate. It is also expected to serve as the main network for driver-assistance systems in future vehicles.\u003C\/p\u003E\u003Cp\u003EThe researchers confirmed the seven vulnerabilities in commercial CAN XL hardware and demonstrated attacks using a physical test setup that mimics a vehicle network.\u003C\/p\u003E\u003Cp\u003EModern vehicles can have dozens of electronic control units that manage systems such as sensors, brakes, steering, and entertainment. These computers need to communicate quickly and reliably.\u003C\/p\u003E\u003Cp\u003EFor decades, many vehicles have used CAN for this communication. However, the original version, known as classic CAN, was not designed to handle the volume of data generated by newer vehicle technologies.\u003C\/p\u003E\u003Cp\u003ECAN XL was developed to provide faster communication, larger messages, and new security features, but the researchers wanted to know whether the new standard\u2019s basic rules were secure. Their testing revealed that they weren\u2019t. They discovered that an attacker who controls one computer on the network could intercept and replace messages or take a targeted computer offline.\u003C\/p\u003E\u003Cp\u003E\u201cThese flaws are in the standard itself, so every device built to follow it inherits them,\u201d Zonouz said. \u201cWith CAN XL, there\u0027s still time to fix these problems before they reach the road.\u201d\u003C\/p\u003E\u003Cp\u003EThe attacks would require an attacker to first gain control of a computer connected to the vehicle\u0027s internal network. The research does not show that CAN XL itself provides a means to break into a vehicle. Instead, it shows what an attacker could do after gaining access.\u003C\/p\u003E\u003Cp\u003ESeveral attacks were also faster and harder to detect than similar attacks against classic CAN, according to the authors.\u003C\/p\u003E\u003Cp\u003EThe researchers proposed changes to the CAN XL rules to prevent several of the attacks. They also recommended additional security measures, including message authentication and systems that can detect unusual activity.\u003C\/p\u003E\u003Cp\u003EThe team reported the vulnerabilities and informed the manufacturers of the commercial devices it tested about the bugs it found. One company has already released a fix. The researchers hope their findings will help manufacturers address security weaknesses before the technology becomes more widely used.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\/presentation\/tang-zhaozhou\u0022\u003E\u003Cem\u003EA Formal Security Analysis of CAN XL\u003C\/em\u003E\u003C\/a\u003E was published in the Proceedings of the \u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\u0022\u003E35th USENIX Security Symposium\u003C\/a\u003E, held Aug. 12-14 in Baltimore, MD. The paper was also named a runner-up for a distinguished paper award.\u003C\/p\u003E\u003Cp\u003EThe study was conducted by Georgia Tech Ph.D. student \u003Cstrong\u003EZhaozhouTang\u003C\/strong\u003E, Professor \u003Cstrong\u003EVijay\u003C\/strong\u003E \u003Cstrong\u003EGanesh\u003C\/strong\u003E, Zonouz, and Provost and Executive Vice President for Academic Affairs \u003Cstrong\u003ERaheem\u003C\/strong\u003E \u003Cstrong\u003EBeyah\u003C\/strong\u003E, along with \u003Cstrong\u003EKhaled\u003C\/strong\u003E \u003Cstrong\u003ESerag\u003C\/strong\u003E of the Qatar Computing Research Institute and Z. Berkay Celik of Purdue University.\u003C\/p\u003E\u003Cp\u003EThe paper and its findings result from projects sponsored by the Hyundai America Technical Center, the Georgia Department of Transportation, and the $7 million CHORUS Center through the National Science Foundation\u2019s Cyber-Physical System Frontier Program.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers found seven security flaws in CAN XL, a vehicle network standard intended for future driver-assistance systems. The findings show risks remain before the technology becomes widely deployed. \u2022 Attackers with access to a vehicle\u2019s internal network could alter or intercept messages, disable computers, provide conflicting information, or disrupt communication; some attacks were faster and harder to detect than those targeting classic CAN. \u2022 Researchers confirmed the flaws on commercial hardware, proposed rule changes, and recommended message authentication and unusual-activity detection; one tested manufacturer has released a fix.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers found seven security flaws in CAN XL, a vehicle network standard intended for future driver-assistance systems."}],"uid":"36253","created_gmt":"2026-09-24 14:34:10","changed_gmt":"2026-09-29 18:41:26","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-24T00:00:00-04:00","iso_date":"2026-09-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681243":{"id":"681243","type":"image","title":"Car-security.png","body":null,"created":"1790260526","gmt_created":"2026-09-24 14:35:26","changed":"1790260526","gmt_changed":"2026-09-24 14:35:26","alt":"A digital image of a car with a lock on it","file":{"fid":"265612","name":"Car-security.png","image_path":"\/sites\/default\/files\/2026\/09\/24\/Car-security.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/24\/Car-security.png","mime":"image\/png","size":758850,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/24\/Car-security.png?itok=q0gzPjyJ"}},"675758":{"id":"675758","type":"image","title":"Saman Zonouz.jpg","body":null,"created":"1733171394","gmt_created":"2024-12-02 20:29:54","changed":"1733171394","gmt_changed":"2024-12-02 20:29:54","alt":"man in a pullover smiling","file":{"fid":"259421","name":"Saman Zonouz.jpg","image_path":"\/sites\/default\/files\/2024\/12\/02\/Saman%20Zonouz.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2024\/12\/02\/Saman%20Zonouz.jpg","mime":"image\/jpeg","size":20769150,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/12\/02\/Saman%20Zonouz.jpg?itok=L0vEl8C_"}}},"media_ids":["681243","675758"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003ESchool of Cybersecurity and Privacy\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692819":{"#nid":"692819","#data":{"type":"news","title":"New Benchmark Measures Memory Capabilities of VLM-Powered Robots","body":[{"value":"\u003Cp\u003EIn-home assistive robots might be able to clean and organize your home, but if they can\u2019t tell you where they put your keys or wallet, they can become a major inconvenience.\u003C\/p\u003E\u003Cp\u003ETo improve robot performance and advance memory capabilities needed for reliable home use, Georgia Tech researchers have developed a new benchmark to evaluate the memory capabilities of vision-language models (VLMs).\u003C\/p\u003E\u003Cp\u003EThat includes Gemini 2.0-flash and GPT-4o.\u003C\/p\u003E\u003Cp\u003EIn-home assistive robots could clean and organize a home while the owner is away, but without enhanced memory capabilities, they could cause more problems than they solve.\u003C\/p\u003E\u003Cp\u003EThey could, for example, cause a major inconvenience if they move important objects like wallets and keys but are unable to tell the owner where they put them.\u003C\/p\u003E\u003Cp\u003EA new benchmark created by Georgia Tech researchers tests the memory capability of vision-language models (VLMs), including Gemini 2.0-flash and GPT-4o, to determine whether they could improve robot performance.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~zk15\/\u0022\u003E\u003Cstrong\u003EZsolt Kira\u003C\/strong\u003E\u003C\/a\u003E, an associate professor in Tech\u2019s School of Interactive Computing, said that most active VLMs can process only a few hundred images at a time before forgetting them.\u003C\/p\u003E\u003Cp\u003E\u201cThere wasn\u2019t a benchmark that could test these specialized capabilities that we might want from a robot,\u201d Kira said. \u201cOur purpose in creating one is to spur research in this area so that others can develop methods to solve this problem.\u201d\u003C\/p\u003E\u003Cp\u003EThe team\u2019s benchmark consists of memory evaluations based on 60 tasks that require continuous engagement and contextual and environmental awareness. Three task categories \u2014 spatial, temporal, and multi-goal \u2014 are highly difficult.\u003C\/p\u003E\u003Cp\u003E\u201cYou can chat with a language model like ChatGPT, and it remembers all the text from your previous conversations with it because the text data is small in terms of storage,\u201d Kira said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cEmbodied agents and robots observe a lot of videos, and those tend to be a lot harder to recall. If you ask it where your diary is, it must efficiently store images of your diary and where it is.\u003C\/p\u003E\u003Cp\u003E\u201cThat\u2019s just a few frames out of a million that it recorded since yesterday, and it must know where that is relative to the spatial layout of the house.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EKarmesh Yadav\u003C\/strong\u003E, a Ph.D. student in Kira\u2019s lab, said users don\u2019t want to repeat information about their preferences after deployment. They also expect the robot to maintain long-term memory.\u003C\/p\u003E\u003Cp\u003E\u201cIn reality, you would want it to have a memory of the entire time it has been in your house, whether that\u2019s days or years,\u201d Yadav said.\u003C\/p\u003E\u003Cp\u003EThe team\u2019s benchmark evaluates memory performance over an average one-day period. It challenges the models with commands like \u201cnavigate to an object you did not interact with yesterday\u201d or \u201cnavigate to a room you did not visit yesterday.\u201d\u003C\/p\u003E\u003Cp\u003EThe results show that current state-of-the-art models have a long way to go before they can be used in embodied agents. The best model achieved roughly a 50% success rate on high-level difficulty tasks.\u003C\/p\u003E\u003Cp\u003ESurprisingly, this model wasn\u2019t Gemini or GPT VLMs. It was an open-source reasoning model from \u003Ca href=\u0022https:\/\/qwen.ai\/qwenchat\u0022\u003EQwen\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIf you use an open-source reasoning model, even one that\u2019s small in size, it can match the performance of closed-source non-reasoning models,\u201d Yadav said. \u201cReasoning models can look at the video and translate it into text. It describes what\u2019s going on in the video in words and determines the right frame to choose in its final output.\u201d\u003C\/p\u003E\u003Cp\u003EKira said that converting images into descriptive text that language models easily understand could be one way to circumvent the memory storage dilemma. Another way could be to assign a hierarchy that teaches the model to identify irrelevant or redundant images and erase them from storage.\u003C\/p\u003E\u003Cp\u003EWhatever future progress researchers make in those areas, Kira and his students are confident that their benchmark will remain relevant.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis benchmark is scalable,\u201d said Ph.D. student \u003Cstrong\u003EYusuf Ali\u003C\/strong\u003E. \u201cIf two years from now, videos are easy for a model to understand and store, you can use the same infrastructure we propose and scale up the problem\u2019s difficulty.\u201d\u003C\/p\u003E\u003Cp\u003EYadav and Ali are co-first authors of a paper on the benchmark, presented in early September at the 2026 European Conference on Computer Vision in Sweden.\u003C\/p\u003E\u003Cp\u003EFor more information about the project, click\u0026nbsp;\u003Ca href=\u0022https:\/\/findingdory-benchmark.github.io\/\u0022\u003Ehere\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETo improve robot performance and advance memory capabilities needed for reliable home use, Georgia Tech researchers have developed a new benchmark to evaluate the memory capabilities of vision-language models (VLMs).\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"To improve robot performance and advance memory capabilities needed for reliable home use, Georgia Tech researchers have developed a new benchmark to evaluate the memory capabilities of vision-language models (VLMs)."}],"uid":"36530","created_gmt":"2026-09-24 19:19:33","changed_gmt":"2026-09-29 18:40:59","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-24T00:00:00-04:00","iso_date":"2026-09-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681247":{"id":"681247","type":"image","title":"2X6A9069.jpg","body":null,"created":"1790277587","gmt_created":"2026-09-24 19:19:47","changed":"1790277587","gmt_changed":"2026-09-24 19:19:47","alt":"Zsolt Kira sitting in office chair surrounded by old computers","file":{"fid":"265616","name":"2X6A9069.jpg","image_path":"\/sites\/default\/files\/2026\/09\/24\/2X6A9069.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/24\/2X6A9069.jpg","mime":"image\/jpeg","size":153574,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/24\/2X6A9069.jpg?itok=OK71DyFs"}}},"media_ids":["681247"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"152","name":"Robotics"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"},{"id":"39521","name":"Robotics"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:ndeen6@gatech.edy\u0022\u003ENathan Deen\u003C\/a\u003E\u003Cbr\u003ECollege of Computing\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692183":{"#nid":"692183","#data":{"type":"news","title":"Georgia Tech Opens Trash Lab to Turn Campus Waste Into New Possibilities","body":[{"value":"\u003Cp\u003EBeginning this fall, Georgia Tech students, faculty, and staff will have a new way to rethink waste. The \u003Ca href=\u0022https:\/\/research.gatech.edu\/ipat\u0022\u003EInstitute for People and Technology\u003C\/a\u003E (IPaT) is opening the Trash Lab, a makerspace in Room S27 of the Technology Square Research Building dedicated to plastic recycling, upcycling, and circular-economy innovation.\u003C\/p\u003E\u003Cp\u003EAt the heart of the new lab is the miniTrashpresso, a compact recycling and manufacturing system developed by the sustainability technology company \u003Ca href=\u0022https:\/\/www.miniwiz.com\/\u0022\u003EMiniwiz\u003C\/a\u003E. The machine can take used plastics and other waste materials, process them locally, and transform them into new products in less than five minutes. By bringing manufacturing and recycling together in a single system, the Trash Lab aims to give the Georgia Tech community a way to explore sustainable design, material reuse, and the future of circular manufacturing.\u003C\/p\u003E\u003Cp\u003E\u201cThe launch of IPaT\u2019s new Trash Lab represents an exciting step forward for sustainability at Georgia Tech,\u201d said Jennifer Chirico, associate vice president of Sustainability. \u201cAs a living-learning lab, it provides students and researchers with hands-on opportunities to work alongside campus operations, turning used plastics into valuable new products and creating innovative solutions that support a more circular campus.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EA Makerspace Focused on Circular Innovation\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThe Trash Lab expands Georgia Tech\u2019s growing network of makerspaces and innovation environments by focusing specifically on waste recovery and reuse. Instead of treating used plastics as disposable materials, the lab encourages users to view them as valuable resources that can be transformed into new products.\u003C\/p\u003E\u003Cp\u003EThe miniTrashpresso represents the latest generation of recycling technology developed by Miniwiz. The company originally launched the world\u2019s first mobile recycling line, known as the Trashpresso, to support communities that lacked access to traditional recycling infrastructure. The newer miniTrashpresso is smaller, more energy-efficient, and more portable, making it suitable for campuses and community-based applications.\u003C\/p\u003E\u003Cp\u003EThe modular system uses industrial equipment, including shredders, presses, and heating technologies, to process materials on-site. Advanced heat-induction presses and specialized molds can quickly transform recovered plastics into new objects and components. The system can also be integrated with AI-powered waste-tracking tools and robotic automation technologies that help identify, sort, and process materials more efficiently.\u003C\/p\u003E\u003Cp\u003EFor IPaT leaders, the Trash Lab represents more than the addition of specialized equipment.\u003C\/p\u003E\u003Cp\u003E\u201cCommunity resilience and people-centered sustainability are core research areas within IPaT,\u201d said Michael Best, executive director. \u201cOur new Trash Lab will allow the entire Georgia Tech community to not only think about upcycling and plastic reuse but to make and do innovative projects that directly demonstrate sustainable futures.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ETurning Trash Into a Resource\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EMiniwiz founder Arthur Huang, who developed the miniTrashpresso system, describes upcycling as a practice rooted in centuries of human ingenuity.\u003C\/p\u003E\u003Cp\u003E\u201cUpcycling is actually recycling old material and turning that into something new,\u201d Huang said.\u003C\/p\u003E\u003Cp\u003EThroughout history, societies have reused existing materials in construction, manufacturing, and everyday life. According to Huang, modern waste streams, particularly plastic packaging and electronic waste, represent an enormous and often untapped source of raw materials.\u003C\/p\u003E\u003Cp\u003EThe miniTrashpresso was designed around that idea. Rather than transporting waste long distances to centralized facilities, the system enables materials to be processed where they are collected. By reducing transportation needs and creating opportunities for local manufacturing, decentralized recycling systems can help lower the environmental footprint associated with traditional waste management.\u003C\/p\u003E\u003Cp\u003EMiniwiz estimates that using recycled materials can reduce embedded energy consumption by 60% to 80% compared with using raw materials. The company has developed more than 1,200 upcycled materials and products from everyday waste streams, including plastics, food packaging, coffee cups, and electronic waste.\u003C\/p\u003E\u003Cp\u003ESince its introduction, Miniwiz technology has been deployed in communities, campuses, and organizations worldwide, including projects in Taiwan, Italy, Singapore, Sweden, Saudi Arabia, Thailand, the United Kingdom, and the United Arab Emirates. According to Huang, Georgia Tech is installing and operating North America\u2019s first miniTrashpresso recycling machine from Miniwiz.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EBuilding a Community Around Sustainability\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThe new facility is also intended to serve as a gathering place for interdisciplinary collaboration. Students interested in sustainability, materials science, engineering, design, manufacturing, and public policy will have opportunities to experiment with new ideas while working with researchers and campus partners.\u003C\/p\u003E\u003Cp\u003E\u201cWhen Michael Best first pitched the idea of the Trash Lab, I expected there to be interest in a space like this given the general momentum toward sustainable practices on campus, but the level of excitement from students, staff, and faculty has been outstanding,\u201d said Tim Trent, IPaT\u2019s lab director for the Trash, Craft, Prototyping, and Usability Labs.\u003C\/p\u003E\u003Cp\u003E\u201cThis is an opportunity to create a gathering point for sustainability initiatives, act as a catalyst for partnerships, and help strengthen the many amazing networks and projects already present on campus,\u201d he said. \u201cThe IPaT Innovation Labs have a continuous focus on supporting the overall Georgia Tech research enterprise, and I\u2019m happy we are adding another piece to the portfolio.\u201d\u003C\/p\u003E\u003Cp\u003EAs the Trash Lab opens its doors, members of the Georgia Tech community will be invited to explore how waste materials can be reimagined as resources, prototypes, and products. By combining makerspace culture, advanced recycling technology, and sustainability research, the lab offers a tangible demonstration of how circular economy principles can move from theory into practice.\u003C\/p\u003E\u003Cp\u003EFor Georgia Tech, the Trash Lab is not simply a place to recycle plastic. It is a space where innovation, design, and sustainability intersect, helping transform discarded materials into opportunities for learning, discovery, and impact.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E---\u003Cbr\u003E\u003Cbr\u003EFor more information about the Trash Lab, contact the IPaT Innovation Labs at \u003Ca href=\u0022mailto:ipat-labs@groups.gatech.edu\u0022\u003E\u003Cstrong\u003Eipat-labs@groups.gatech.edu\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003ENew IPaT makerspace combines advanced recycling technology, hands-on learning, and sustainability innovation.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"New IPaT makerspace combines advanced recycling technology, hands-on learning, and sustainability innovation."}],"uid":"27513","created_gmt":"2026-09-01 21:33:00","changed_gmt":"2026-09-29 18:31:50","author":"Walter Rich","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681033":{"id":"681033","type":"image","title":"Trash Lab Ribbon Cutting","body":"\u003Cp\u003E\u003Cstrong\u003ECelebrating the opening of Georgia Tech\u0027s Trash Lab - the newest makerspace on campus which is located in the basement of TSRB\u003C\/strong\u003E. Pictured left-to-right: \u003Cstrong\u003ETim Trent\u003C\/strong\u003E, director of IPaT\u0027s Trash Lab; \u003Cstrong\u003EArthur Huang\u003C\/strong\u003E, CEO of Miniwiz; \u003Cstrong\u003EMichael Best\u003C\/strong\u003E, executive director of IPaT; \u003Cstrong\u003EJennifer Chirico\u003C\/strong\u003E, associate vice president of sustainability; and \u003Cstrong\u003ERob Kadel\u003C\/strong\u003E, executive director of research program administration. They are wearing sunglasses made from recycled plastic created by using the miniTrashpresso machine.\u003C\/p\u003E","created":"1788297893","gmt_created":"2026-09-01 21:24:53","changed":"1788530006","gmt_changed":"2026-09-04 13:53:26","alt":"Pictured left-to-right: Tim Trent, director of IPaT\u0027s Trash Lab; Arthur Huang, CEO of Miniwiz; Michael Best, executive director of IPaT; Jennifer Chirico, associate vice president of Sustainability; and Rob Kadel, executive director of research program administration.","file":{"fid":"265381","name":"Ribbon-Cutting1.jpg","image_path":"\/sites\/default\/files\/2026\/09\/01\/Ribbon-Cutting1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/01\/Ribbon-Cutting1.jpg","mime":"image\/jpeg","size":1136224,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/01\/Ribbon-Cutting1.jpg?itok=u_x2dAAj"}},"681032":{"id":"681032","type":"image","title":"Tim-Arthur-Tai","body":"\u003Cp\u003EPictured left to right: Tim Trent, IPaT\u2019s lab director for the Trash Lab; Arthur Huang, CEO of Miniwiz; and Tai Liu, mechanical engineer with Miniwiz. In this picture, they are installing the miniTrashpresso system in the TSRB building and showing the test plastic bowl made using recycled plastic.\u003C\/p\u003E","created":"1788297611","gmt_created":"2026-09-01 21:20:11","changed":"1788297881","gmt_changed":"2026-09-01 21:24:41","alt":"Pictured left to right: Tim Trent, IPaT\u2019s lab director for the Trash Lab; Arthur Huang, CEO of Miniwiz; and Tai Liu, mechanical engineer with Miniwiz. In this picture, they are installing the miniTrashpresso system in the TSRB building.","file":{"fid":"265380","name":"Tim-and-Arthur-and-Tai-Liu.jpg","image_path":"\/sites\/default\/files\/2026\/09\/01\/Tim-and-Arthur-and-Tai-Liu.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/01\/Tim-and-Arthur-and-Tai-Liu.jpg","mime":"image\/jpeg","size":935131,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/01\/Tim-and-Arthur-and-Tai-Liu.jpg?itok=HSZysoaX"}},"681031":{"id":"681031","type":"image","title":"Recycled Trashpresso items","body":"\u003Cp\u003ERecycled plastic items you can make using the Trash Lab include wireless chargers, sunglasses, bowls, and other items.\u003C\/p\u003E","created":"1788297484","gmt_created":"2026-09-01 21:18:04","changed":"1788354852","gmt_changed":"2026-09-02 13:14:12","alt":"Recycled plastic items you can make using the Trash Lab","file":{"fid":"265379","name":"ItemsYouCanMake.jpg","image_path":"\/sites\/default\/files\/2026\/09\/01\/ItemsYouCanMake.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/01\/ItemsYouCanMake.jpg","mime":"image\/jpeg","size":610865,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/01\/ItemsYouCanMake.jpg?itok=L2xQj4GY"}}},"media_ids":["681033","681032","681031"],"groups":[{"id":"244191","name":"Brook Byers Institute for Sustainable Systems"},{"id":"69599","name":"IPaT"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"188084","name":"go-ipat"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39501","name":"People and Technology"},{"id":"194566","name":"Sustainable Systems"}],"news_room_topics":[{"id":"71911","name":"Earth and Environment"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:walter.rich@research.gatech.edu\u0022\u003E\u003Cstrong\u003EWalter Rich\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003EResearch Communications Manager\u003Cbr\u003EInstitute for People and Technology\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692566":{"#nid":"692566","#data":{"type":"news","title":"A Window Into the Hidden World of Immunity Inside Human Bone Marrow ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EFor decades, immunologists have known that the body\u0027s most durable defenses depend on plasma cells, the antibody-producing cells responsible for long-term immune memory. Long after an infection has passed or a vaccine has been administered, these cells continue releasing protective antibodies, sometimes for decades.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EYet one of immunology\u0027s enduring mysteries has remained unsolved: scientists understand what plasma cells do, but not how they interact with their environment.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe challenge is simple. Plasma cells reside deep within bone marrow, one of the most difficult tissues in the human body to study. Encased in bone and inaccessible to direct live imaging, it has largely remained a black box. As a result, much of what scientists know comes from mouse studies or simplified laboratory systems that capture only fragments of the human environment.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENow, researchers at Georgia Tech and Vanderbilt University have opened an unprecedented window into this hidden world.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn a study \u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/sciadv.adz3976\u0022\u003Epublished in \u003Cem\u003EScience Advances\u003C\/em\u003E\u003C\/a\u003E, the team developed a human bone marrow-on-a-chip with channels of the size of human hair that allowed fluids to flow through it. This enabled them to directly observe human antibody-secreting cells as they migrated, interacted, and settled within a three-dimensional tissue environment.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe platform recreates not only the cellular complexity of bone marrow but also its vascular architecture and specialized microenvironments.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWhat we found was far more dynamic than the textbook view of plasma cells simply taking up residence and staying put,\u201d said study co-senior author Ankur Singh, Carl Ring Family professor in the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/bme.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EWallace H. Coulter Department of Biomedical Engineering\u003C\/a\u003E at Georgia Tech and Emory University. Singh is also Director of the \u003Ca href=\u0022https:\/\/immunoengineering.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECenter for Immunoengineering\u003C\/a\u003E at Georgia Tech, part of the \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch3\u003EBuilding a Human Bone Marrow Model\u0026nbsp;\u003C\/h3\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ERather than creating a conventional cell culture, the researchers engineered a living microenvironment containing two major bone marrow neighborhoods: areas surrounding blood vessels, known as the perivascular niche, and a bone-like region lining internal bone surfaces, known as the endosteal niche.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe team then introduced human antibody-secreting cells generated from engineered lymphoid organoids, which are miniature immune tissues capable of producing large numbers of cells that develop into plasma.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhat happened next surprised them.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EInstead of dispersing throughout the tissue, the cells traveled through the vascular network and accumulated around blood vessels.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThese cellular gatherings were not random traffic jams,\u201d said co-senior author \u003Ca href=\u0022https:\/\/engineering.vanderbilt.edu\/bio\/krishnendu-roy\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EKrishnendu Roy\u003C\/a\u003E, the Bruce and Bridgitt Evans Dean of Engineering University Distinguished Professor at Vanderbilt University. \u201cThe cells appeared to congregate in regions rich in survival signals, suggesting that specialized perivascular neighborhoods serve as safe harbors for long-term immune memory.\u201d\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe collaboration between Roy and Singh began while Roy was a faculty member at Georgia Tech, where much of the work was initially conceived and launched. The Roy lab pioneered the bone marrow chip while the Singh lab pioneered the lymphoid organoids. Their joint findings provide strong evidence that human plasma cells actively seek supportive environments rather than simply becoming trapped where they are, as previously believed.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch3\u003ENot as Stationary as Once Believed\u0026nbsp;\u003C\/h3\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EPerhaps the most striking discovery emerged when researchers tracked individual cells over time.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ERather than remaining fixed in place, a subset displayed a distinctive \u0022stop-and-go\u0022 migration pattern.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cClassic immunology has often viewed plasma cells as largely sedentary,\u201d said Singh. \u201cWe found that many cells paused for extended periods, moved, stopped again, and continued exploring their surroundings.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe behavior suggests that plasma cells actively sample their environment, searching for the combinations of signals and support needed for long-term survival.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch3\u003EA Tale of Two Niches\u0026nbsp;\u003C\/h3\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe study also revealed that bone marrow\u0027s two major compartments perform distinct but complementary functions.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe perivascular niche attracts cells and provides key survival signals, while the neighboring endosteal niche influences how they migrate, persist and are retained.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ETogether, these compartments form a cooperative ecosystem that shapes plasma cell fate, challenging the idea of bone marrow as a single, uniform environment.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch3\u003EWhy It Matters\u0026nbsp;\u003C\/h3\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe implications extend far beyond understanding where plasma cells live.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBone marrow niches support the cells responsible for long-term antibody protection, placing them at the center of vaccine durability, immune aging, autoimmune disease, chronic infection, blood cancers, and cancer metastasis.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe new platform allows researchers to systematically manipulate components of the human bone marrow environment and observe the consequences in real time. It may help explain why immunity wanes with age, why some vaccines provide longer-lasting protection than others, and how disease disrupts the biological foundations of immune memory.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMost importantly, it offers a rare glimpse into one of the immune system\u0027s most inaccessible habitats. Though there is still much more to learn, their secrets are no longer quite so hidden.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Georgia Tech, Vanderbilt Scientists Use Human Bone Marrow-on-a-Chip to Reveal the Secrets of Antibody-Producing Cells "}],"field_summary":[{"value":"\u003Cp\u003EThe cells that keep vaccines working for decades have long remained a mystery deep within human bone marrow. A new study watched them move, settle, and survive in a living human tissue model, revealing a surprisingly dynamic world that could reshape how scientists think about immunity, aging, cancer, and vaccine protection.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"In a study published in Science Advances, the team developed a human bone marrow-on-a-chip, enabling them to directly observe human antibody-secreting cells."}],"uid":"36479","created_gmt":"2026-09-11 17:55:21","changed_gmt":"2026-09-29 18:30:33","author":"abowman41","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-11T00:00:00-04:00","iso_date":"2026-09-11T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681139":{"id":"681139","type":"image","title":"bone-marrow-on-chip.jpg","body":"\u003Cp\u003EInside this lab-grown bone marrow, blood vessels (green and grey) thread through a network of supportive cells and proteins (magenta). Antibody-producing cells (blue) move through this landscape, finding the signals they need to survive and keep making antibodies.\u003C\/p\u003E","created":"1789149330","gmt_created":"2026-09-11 17:55:30","changed":"1789149330","gmt_changed":"2026-09-11 17:55:30","alt":"A microscopic image shows lab grown bone marrow and blood vessels highlighted in gray and green weaving through a network of supportive cells and proteins highlighted in magenta.","file":{"fid":"265499","name":"bone-marrow-on-chip.jpg","image_path":"\/sites\/default\/files\/2026\/09\/11\/bone-marrow-on-chip.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/11\/bone-marrow-on-chip.jpg","mime":"image\/jpeg","size":573015,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/11\/bone-marrow-on-chip.jpg?itok=-LhFSLBJ"}}},"media_ids":["681139"],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"188776","name":"go-research"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:abowman41@gatech.edu\u0022\u003EAshlie Bowman\u003C\/a\u003E, Communications Manager\u003Cbr\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691988":{"#nid":"691988","#data":{"type":"news","title":"Georgia Tech Students Build, Operate Simulated Mars Mission","body":[{"value":"\u003Cp\u003EEarlier this month, six Georgia Tech students went to Mars. For 10 days, they conducted experiments, managed limited resources, and lived in isolation while learning what it\u0027s like to be an astronaut. Except they were not actually on Mars. They were at Titan Ranch in Arkansas, participating in the inaugural mission of Georgia Tech\u0027s Southeast Analog (SEA), the first completely student-led analog astronaut program in the United States.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/news.research.gatech.edu\/feature\/space-mission\u0022\u003ERead more \u00bb\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Six students have simulated a Mars mission, while dozens more operated a mission control center in Atlanta."}],"field_summary":[{"value":"\u003Cp\u003EEarlier this month, six students went to Mars. For 10 days, they conducted experiments, managed limited resources, and lived in isolation while learning what it\u0027s like to be an astronaut. Except they were not actually on Mars. They were at Titan Ranch in Arkansas, participating in the inaugural mission of Georgia Tech\u0027s Southeast Analog (SEA), the first completely student-led analog astronaut program in the United States.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Six students have simulated a Mars mission, while dozens more operated a mission control center in Atlanta."}],"uid":"27255","created_gmt":"2026-08-25 18:49:11","changed_gmt":"2026-09-29 18:29:37","author":"Josie Giles","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-27T00:00:00-04:00","iso_date":"2026-08-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680982":{"id":"680982","type":"image","title":"Photo-Aug-08-2026--7-48-53-AM.jpg","body":"\u003Cp\u003ESix students have simulated a Mars mission, while dozens more operated a mission control center in Atlanta.\u003C\/p\u003E","created":"1787683805","gmt_created":"2026-08-25 18:50:05","changed":"1787683805","gmt_changed":"2026-08-25 18:50:05","alt":"Five people wearing matching blue flight suits stand with arms crossed in a grassy field beside a large rocket display. Sunlight breaks through clouds overhead in the background.","file":{"fid":"265326","name":"Photo-Aug-08-2026--7-48-53-AM.jpg","image_path":"\/sites\/default\/files\/2026\/08\/25\/Photo-Aug-08-2026--7-48-53-AM.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/25\/Photo-Aug-08-2026--7-48-53-AM.jpg","mime":"image\/jpeg","size":5700565,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/25\/Photo-Aug-08-2026--7-48-53-AM.jpg?itok=twksjmhm"}}},"media_ids":["680982"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"195203","name":"go-noshow"}],"core_research_areas":[{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"193657","name":"Space Research Initiative"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692595":{"#nid":"692595","#data":{"type":"news","title":"Administrative Assistance and Advocacy Help Mumbai Communities Get Essential Services","body":[{"value":"\u003Cp\u003EAccess to clean drinking water is a basic human need, yet many residents struggle to obtain it. In Mumbai, India, one of the world\u2019s largest and most populated cities, hundreds of informal settlements housing millions of citizens face barriers to securing government-provided water connections. New research from Georgia Tech found that neither administrative assistance nor political advocacy alone was enough to overcome those obstacles. But together, the two bottom-up approaches produced dramatic results.\u003C\/p\u003E\u003Cp\u003EOver five years, researchers tracked nearly 7,000 households across 154 Mumbai settlements to determine which strategies most effectively helped residents secure water connections. They found that helping residents navigate the application process \u2014 while also organizing community advocacy \u2014 increased official water connections by 45% compared to households that received no assistance.\u003C\/p\u003E\u003Cp\u003E\u201cThere have been many studies looking at just using administrative assistance to help communities get water access,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/people.research.gatech.edu\/anjali-thomas\u0022\u003EAnjali Thomas\u003C\/a\u003E, an associate professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/inta.gatech.edu\/\u0022\u003ESam Nunn School of International Affairs\u003C\/a\u003E, director of the Global Development Program, and co-lead author of the study. \u201cBut combining this with community organizing, which helped people also exert their voice, was unique to our study.\u201d\u003C\/p\u003E\u003Cp\u003EThomas and collaborator Nikhar Gaikwad, an assistant professor at Columbia University, published the findings in the\u0026nbsp;\u003Ca href=\u0022https:\/\/onlinelibrary.wiley.com\/doi\/epdf\/10.1111\/ajps.70068\u0022\u003E\u003Cem\u003EAmerican Journal of Political Science\u003C\/em\u003E\u003C\/a\u003E, long ranked among the top three journals in the discipline.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ENavigating Bureaucracy and Building Voice\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThe researchers first examined why so few residents applied for water connections. Residents were often unaware that recent policy changes had made them eligible for water connections and didn\u2019t bother applying. The municipal corporation also only accepted online applications, and many residents didn\u2019t have access to computers. Additionally, applications required onerous documentation, including tenant or land titles, plumbers\u2019 approvals, and other proof-of-eligibility deeds. To address these barriers, the research team worked with an extensive team of nongovernmental organization workers to help residents gather required documents, complete applications, and navigate bureaucratic follow-up requests.\u003C\/p\u003E\u003Cp\u003EThe second intervention focused on community advocacy. Researchers helped residents organize through WhatsApp groups, petitions, public awareness campaigns, and facilitated group visits to bureaucrats and elected officials\u2019 offices to press for water access.\u003C\/p\u003E\u003Cp\u003E\u201cOur community advocacy intervention helped citizens convey their collective water access demands to elected politicians,\u201d said Gaikwad. \u201cLocal elected politicians are important actors because they help bureaucrats understand citizen needs, prioritize competing demands, and coordinate complex interagency work.\u201d\u003C\/p\u003E\u003Cp\u003EThe study\u2019s most important finding was that neither intervention was effective on its own. Meaningful gains occurred only when administrative support and community advocacy were combined.\u003C\/p\u003E\u003Cp\u003E\u201cAdministrative assistance got citizens through the paperwork, but actually getting the water turned on took collective public pressure,\u201d Thomas said. \u201cInterestingly, we find that this pressure worked only in the period before local elections, when politicians were most motivated to respond.\u201d\u003C\/p\u003E\u003Cp\u003EThe finding suggests that improving access to public services often requires more than helping residents navigate government systems. Communities may also need the collective ability to demand action from decision-makers.\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EA Large-Scale Effort\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EConducting a study of this scale required a large team. Thomas and Gaikwad partnered with local nonprofit organizations that deployed hundreds of community workers, survey enumerators, and students across participating settlements. The researchers personally visited many neighborhoods multiple times during the five-year project.\u003C\/p\u003E\u003Cp\u003EThomas also spent time in India and witnessed the impact firsthand.\u003C\/p\u003E\u003Cp\u003E\u201cI was in the field when one of the pipes was being laid, and people from the community all circled around and were watching,\u201d Thomas said. \u201cMy research assistant and I felt the gratitude from the community.\u201d\u003C\/p\u003E\u003Cp\u003EFor Thomas, moments like that underscore the broader lesson of the project: expanding access to essential services often requires both helping people navigate bureaucracy and empowering them to make their voices heard.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThese findings offer vital lessons for sustainable development initiatives worldwide,\u201d she said.\u003C\/p\u003E\u003Cp\u003EGaikwad agreed.\u003C\/p\u003E\u003Cp\u003E\u201cWhile our study provided novel evidence to test and advance our theoretical understanding of the barriers that marginalized citizens face in accessing core government services, the real-world impact of our interventions in Mumbai\u2019s informal settlements was also an important contribution of our study,\u201d he said. \u201cWe believe there are important lessons for governmental and nongovernmental organizations working on service delivery in a wide range of informal settlements that also lack essential services across the Global South.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis research was funded by Evidence in Governance and Politics, the Department for International Development, Columbia University, and Georgia Tech\u2019s Neal Family Endowment.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003ECITATION: Gaikwad,\u0026nbsp;Nikhar, and\u0026nbsp;Thomas, Anjali.\u0026nbsp;(2026). \u201cGetting on the grid: A field experiment on bottom-up political pressure and access to essential public services.\u201d\u0026nbsp;\u003Cem\u003EAmerican Journal of Political Science\u003C\/em\u003E\u0026nbsp;1\u201322.\u003C\/p\u003E\u003Cp\u003EDOI: \u0026nbsp;\u003Ca href=\u0022https:\/\/doi.org\/10.1111\/ajps.70068\u0022\u003Ehttps:\/\/doi.org\/10.1111\/ajps.70068\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECombined efforts improved water access by 45% in Mumbai\u2019s informal settlements.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Combined efforts improved water access by 45% in Mumbai\u2019s informal settlements."}],"uid":"34541","created_gmt":"2026-09-15 16:04:03","changed_gmt":"2026-09-29 18:29:09","author":"Tess Malone","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-15T00:00:00-04:00","iso_date":"2026-09-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681152":{"id":"681152","type":"image","title":"AnjaliNikharFieldwork.jpg","body":"\u003Cp\u003EThe researchers during a field visits to one of the informal settlements in the study. (Photo courtesy of Anjali Thomas)\u003C\/p\u003E","created":"1789488259","gmt_created":"2026-09-15 16:04:19","changed":"1789488259","gmt_changed":"2026-09-15 16:04:19","alt":"People posing for photo in India","file":{"fid":"265513","name":"AnjaliNikharFieldwork.jpg","image_path":"\/sites\/default\/files\/2026\/09\/15\/AnjaliNikharFieldwork.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/15\/AnjaliNikharFieldwork.jpg","mime":"image\/jpeg","size":146347,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/15\/AnjaliNikharFieldwork.jpg?itok=8yXvVuGv"}}},"media_ids":["681152"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[{"id":"71901","name":"Society and Culture"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETess Malone, Senior Research Writer\/Editor\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:tess.malone@gatech.edu\u0022\u003Etess.malone@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692466":{"#nid":"692466","#data":{"type":"news","title":"Supporting Community-Led Flood Resilience","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EA new research project aims to empower coastal communities. Using advanced AI-based flood modeling, residents will be able to compare flood mitigation strategies and identify the potential solutions that best meet their needs.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe CHORUS (Community Hubs for Optimizing Resilience) project will collaborate with coastal communities in Georgia and New York and will be split into two pieces: technology development and community engagement.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe\u2019re not just building a simulator and hoping it fits the needs of coastal residents,\u201d explains \u003Cstrong\u003EAlex Robel, \u003C\/strong\u003Eproject leader and Jean \u201cChris\u201d Purvis Associate Professor in the School of Earth and Atmospheric Sciences. \u0022By collaborating with community partners from the very beginning, we can ensure that what we ultimately develop will be effective because the people who will be using it are helping design it.\u201d\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EPutting Flood Modeling in Residents\u0027 Hands\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe technology development component will include faculty from the College of Sciences and the College of Computing. The College of Sciences team will develop an AI-based flood simulator and the College of Computing team led by\u0026nbsp;\u003Cstrong\u003EJosiah Hester\u003C\/strong\u003E,\u0026nbsp;associate professor and Catherine M. and James E. Allchin Early Career Professor, will create a web platform that allows users to visualize potential flood impacts.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ETraditional flood models can take hours or days to generate results and often require specialized expertise and expensive computing resources. The CHORUS platform will be designed to provide easy-to-understand results in seconds, producing building-scale flood maps that show how water moves through streets, yards, and structures during a range of flooding scenarios. Researchers will use the model to test how specific interventions, such as seawalls, restored marshes, or improved stormwater infrastructure, could affect flooding.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EEventually, users will be able to test their own scenarios through the browser-based tool, enabling them to explore how different decisions could change flood impacts in their communities:\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cUsers will be able to go into a web browser and indicate where a sea wall could go or change a parking lot into a porous vegetated landscape, then click simulate. Within a few seconds, they\u2019ll have a new flood map showing the impacts of these interventions,\u201d says Robel.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EA Community-Driven Approach\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EA collaborative effort with the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nyclimateexchange.org\/climate-data\u0022\u003ENew York Climate Exchange\u003C\/a\u003E, the project will be funded by\u003Ca href=\u0022https:\/\/gacoast.uga.edu\/research\/biennial-funding\/\u0022\u003E\u0026nbsp;Georgia Sea Grant\u003C\/a\u003E and IBM, with support from\u003Ca href=\u0022https:\/\/sciences.gatech.edu\/georgias-tomorrow\u0022\u003E\u0026nbsp;Georgia Tech for Georgia\u2019s Tomorrow\u003C\/a\u003E (GT2),\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cearhub.org\/\u0022\u003EGeorgia Tech\u2019s Coastal Equity and Resilience (CEAR) Hub\u003C\/a\u003E,\u003Ca href=\u0022https:\/\/www.cearhub.org\/\u0022\u003E\u0026nbsp;\u003C\/a\u003Eand the\u003Ca href=\u0022https:\/\/seagrant.noaa.gov\/\u0022\u003E\u0026nbsp;National Sea Grant College Program\u003C\/a\u003E.\u0026nbsp;The CHORUS project is an initiative of the New York Climate Exchange, where Georgia Tech is a core partner institution.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ECommunity engagement in Georgia is being led by CEAR and the Pin Point Betterment Association, which represents descendants of the historic Gullah Geechee community near Savannah. In New York, the project team is partnering with the New York Climate Exchange and the\u0026nbsp;\u003Ca href=\u0022https:\/\/waterfrontalliance.org\/\u0022\u003EWaterfront Alliance\u003C\/a\u003E to work with communities surrounding Jamaica Bay.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWhat makes this partnership meaningful is that it puts community voices at the center,\u201d says\u003Cstrong\u003E Jasmine Smith\u003C\/strong\u003E, president of the Pin Point Betterment Association.\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u201cToo often, decisions are made to \u2018better\u2019 communities without actually involving the people who live there. We hope this partnership can serve as a blueprint for how communities are included in future sustainability projects from the very beginning.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe project includes community advisory boards and technical advisory boards in both locations. Community members will help identify priority assets, select flood scenarios for analysis, and shape the design of the web-based tool. They\u2019ll also test and offer feedback. Technical advisory boards made up of local officials, planners, and other experts will help evaluate the feasibility of proposed solutions.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe aim is to blend information from both groups without allowing the technical perspective to override community priorities,\u201d says Robel.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EAccording to Robel, giving communities direct access to flood modeling tools can help close the gap between public input and infrastructure planning.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe are putting decision making in the hands of the community. With a tool like this, the community can say: \u2018We want to prevent flooding at this community center, this school, or this road,\u2019\u201d says Robel. \u201cThey can run the model, produce data, and present it to local governments or the Army Corps of Engineers\u0026nbsp;\u0026nbsp;\u2014 advocating\u0026nbsp;for potential solutions themselves rather than relying on outside experts.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ERobel sees this project as just the beginning:\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cFunded by two-year grants, CHORUS is meant to be a pilot for how this kind of community-centered project can be done. Once we understand some of the challenges and opportunities involved, it will hopefully make it easier for us to scale this work to additional community partners.\u201d\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EAbout Community-Engaged Research at Georgia Tech\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EGeorgia Tech is actively working to foster more projects that foster community engagement. Collaborative groups at Georgia Tech involved in the CHORUS project include:\u003C\/p\u003E\u003Cul\u003E\u003Cli dir=\u0022ltr\u0022 data-list-item-id=\u0022e24ad42d08ff5aaeb8f0e7892a7ae22cc\u0022\u003E\u003Cstrong\u003EThe CEAR Hub\u003C\/strong\u003E, part of the Institute for People and Technology (IPaT), and housed at the Georgia Tech Savannah campus, advances community-engaged research and planning throughout coastal Georgia, helping communities build resilience to environmental and climate challenges.\u003Ca href=\u0022https:\/\/www.scre.research.gatech.edu\/\u0022\u003E\u0026nbsp;\u003C\/a\u003E\u003C\/li\u003E\u003Cli dir=\u0022ltr\u0022 data-list-item-id=\u0022e37deda0b2f16b9d512f523a8c923dc46\u0022\u003E\u003Ca href=\u0022https:\/\/www.scre.research.gatech.edu\/\u0022\u003EThe Center for Sustainable Communities Research and Education\u003C\/a\u003E (SCoRE) trains faculty, students, and staff in best practices for conducting community-engaged research as well as facilitating connections directly with communities.\u003C\/li\u003E\u003Cli dir=\u0022ltr\u0022 data-list-item-id=\u0022e79895753719bd77cdf19df0d35438ceb\u0022\u003E\u003Ca href=\u0022https:\/\/sustainablesystems.gatech.edu\/\u0022\u003EThe Brook Byers Institute for Sustainable Systems (BBISS)\u003C\/a\u003E houses SCoRE and is Georgia Tech\u2019s point of contact to the New York Climate Exchange. BBISS forms partnerships like these to fulfill its mission to expand the reach and impact of Georgia Tech\u2019s sustainability research.\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe CHORUS research project will combine advanced flood modeling, artificial intelligence, and community partnerships to help coastal residents in Georgia and New York evaluate flooding solutions and shape resilience planning.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The CHORUS research project will combine advanced flood modeling, artificial intelligence, and community partnerships to help coastal residents in Georgia and New York evaluate flooding solutions and shape resilience planning."}],"uid":"36607","created_gmt":"2026-09-09 17:30:40","changed_gmt":"2026-09-29 18:28:10","author":"ls67","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-09T00:00:00-04:00","iso_date":"2026-09-09T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681109":{"id":"681109","type":"image","title":"Alex Robel","body":"\u003Cp\u003EAlex Robel\u003C\/p\u003E","created":"1788975052","gmt_created":"2026-09-09 17:30:52","changed":"1788975052","gmt_changed":"2026-09-09 17:30:52","alt":"Headshot of a smiling man","file":{"fid":"265466","name":"Robel55224553122_c82a2500b1_k.jpg","image_path":"\/sites\/default\/files\/2026\/09\/09\/Robel55224553122_c82a2500b1_k.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/09\/Robel55224553122_c82a2500b1_k.jpg","mime":"image\/jpeg","size":775472,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/09\/Robel55224553122_c82a2500b1_k.jpg?itok=LQ3vrmCk"}},"681110":{"id":"681110","type":"image","title":"Jill Gambill, executive director and senior research associate of the CEAR Hub, demonstrates a tide gate engineered to maintain storm sewer outflow capacity amidst rising sea levels to Georgia Tech students.","body":"\u003Cp\u003EJill Gambill, executive director and senior research associate of the CEAR Hub, demonstrates a tide gate engineered to maintain storm sewer outflow capacity amidst rising sea levels to Georgia Tech students.\u003C\/p\u003E","created":"1788975321","gmt_created":"2026-09-09 17:35:21","changed":"1788975321","gmt_changed":"2026-09-09 17:35:21","alt":"Students view a tide gate to prevent flooding in a marshy area.","file":{"fid":"265467","name":"Jillbafkreic4slfm5vvdcatjamaxofnzvz7emg6fmxa4zmomgejdunhsb4vzoy.png","image_path":"\/sites\/default\/files\/2026\/09\/09\/Jillbafkreic4slfm5vvdcatjamaxofnzvz7emg6fmxa4zmomgejdunhsb4vzoy_0.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/09\/Jillbafkreic4slfm5vvdcatjamaxofnzvz7emg6fmxa4zmomgejdunhsb4vzoy_0.png","mime":"image\/png","size":1357639,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/09\/Jillbafkreic4slfm5vvdcatjamaxofnzvz7emg6fmxa4zmomgejdunhsb4vzoy_0.png?itok=pd_MVOtp"}}},"media_ids":["681109","681110"],"related_links":[{"url":"https:\/\/sciences.gatech.edu\/news\/rare-nasa-satellite-data-reveals-major-limits-flood-models","title":"Rare NASA Satellite Data Reveals Major Limits in Flood Models"},{"url":"https:\/\/www.gatech.edu\/news\/2026\/04\/13\/bringing-classroom-coast","title":"Bringing the Classroom to the Coast"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"},{"id":"660398","name":"Sustainability Hub"}],"categories":[{"id":"42901","name":"Community"},{"id":"144","name":"Energy"},{"id":"154","name":"Environment"},{"id":"135","name":"Research"},{"id":"194611","name":"State Impact"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"181662","name":"Coastal Flooding"},{"id":"192254","name":"cos-climate"},{"id":"194631","name":"cos-georgia"},{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"194566","name":"Sustainable Systems"}],"news_room_topics":[{"id":"71911","name":"Earth and Environment"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:laura.smith@cos.gatech.edu\u0022\u003ELaura S. Smith\u003C\/a\u003E, writer\u003Cbr\u003ECollege of Sciences\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692718":{"#nid":"692718","#data":{"type":"news","title":"Georgia Tech and Pacific Northwest National Laboratory Sign Agreement to Expand Strategic Research Partnership","body":[{"value":"\u003Cp\u003EThe \u003Ca href=\u0022http:\/\/gatech.edu\/\u0022\u003EGeorgia Institute of Technology\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/www.pnnl.gov\/\u0022\u003EPacific Northwest National Laboratory\u003C\/a\u003E (PNNL) have signed a memorandum of understanding (MOU) to strengthen their longstanding partnership and expand collaboration in scientific discovery, national security research, and workforce development.\u003C\/p\u003E\u003Cp\u003EThe agreement was signed during a Sept. 14 visit by PNNL leadership to Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/facilities\/ampf\u0022\u003EAdvanced Manufacturing Pilot Facility\u003C\/a\u003E. It builds on years of successful collaboration between researchers at the two institutions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe enhanced collaboration has three primary goals: solving big problems through multidisciplinary, multi-institutional research; sustaining and engaging human capital by creating opportunities for students, faculty, researchers, and interns to work on complex real-world challenges; and accelerating technology adoption by taking scientific discoveries and innovations into industry and the federal marketplace.\u003C\/p\u003E\u003Cp\u003E\u0022Strengthening our partnerships with national laboratories is a strategic priority for Georgia Tech,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/leadership\u0022\u003ETim Lieuwen\u003C\/a\u003E, executive vice president for Research at Georgia Tech. \u0022PNNL is an outstanding partner, and we look forward to deepening connections among our researchers and students, expanding opportunities and access to world-class capabilities and facilities, and advancing discovery, innovation, and national impact together.\u0022\u003C\/p\u003E\u003Cp\u003EPNNL is a U.S. Department of Energy national laboratory that advances scientific discovery and innovations that support reliable energy, national security, and economic competitiveness. Georgia Tech is one of the nation\u0027s leading research universities, conducting more than $1.5 billion in research annually and pursuing a mission to develop leaders who advance technology and improve the human condition.\u003C\/p\u003E\u003Cp\u003E\u0022PNNL and Georgia Tech have a long history of working together,\u0022 said \u003Ca href=\u0022https:\/\/www.pnnl.gov\/people\/deb-gracio\u0022\u003EDeb Gracio\u003C\/a\u003E, laboratory director of Pacific Northwest National Laboratory. \u201cThis agreement provides the foundation to take on difficult research challenges and to leverage our complementary expertise and investments in the years ahead.\u201d\u003C\/p\u003E\u003Cp\u003EThe \u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI) has played a central role in advancing Georgia Tech\u0027s engagement with the national laboratory system and connecting researchers with partnership opportunities.\u003C\/p\u003E\u003Cp\u003E\u0022As SEI takes on a greater role in coordinating Georgia Tech\u0027s national laboratory partnerships, this agreement with PNNL demonstrates how we are building stronger pathways for faculty, researchers, and students to engage with world-class national lab capabilities,\u0022\u0026nbsp;said \u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/yuanzhi-tang\u0022\u003EYuanzhi Tang\u003C\/a\u003E, SEI executive director.\u003C\/p\u003E\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/national-laboratories\u0022\u003ENational Laboratory Partnership Program\u003C\/a\u003E supports engagement between Georgia Tech and the U.S. national laboratories. SEI now leads the program, with ongoing support from Georgia Tech\u2019s Office of the Vice President for Interdisciplinary Research. The agreement with PNNL is the first formal agreement established through the program since its transition to SEI.\u003C\/p\u003E\u003Cp\u003E\u0022This MOU formalizes and strengthens relationships that have been growing for many years,\u0022 said \u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/scott-mcwhorter\u0022\u003EScott McWhorter\u003C\/a\u003E, SEI director of national laboratory partnerships. \u201cIt leverages the unique strengths of Georgia Tech and PNNL and provides a framework for expanding engagement across areas of mutual interest.\u201d\u003C\/p\u003E\u003Cp\u003EGeorgia Tech and PNNL bring complementary strengths in energy and environmental systems, electric grid resilience, cybersecurity of critical infrastructure, alternative fuels and advanced materials, biofuels, radiation detection, data science and visual analytics, nuclear nonproliferation, and national security. These capabilities will be brough together through two upcoming \u003Ca href=\u0022https:\/\/www.pnnl.gov\/projects\/genesis-mission\/phase-1-projects\u0022\u003EGenesis Mission\u003C\/a\u003E projects.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.pnnl.gov\/people\/william-pike-phd\u0022\u003EBill Pike\u003C\/a\u003E, PNNL\u0027s deputy director for Science and Technology, who joined the laboratory\u2019s leadership delegation for the MOU signing, said the projects reflect the growing partnership and expanding collaboration between the two institutions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbout Georgia Tech\u003C\/strong\u003E\u003Cbr\u003EThe Georgia Institute of Technology is one of the nation\u0027s leading research universities, with strengths spanning engineering, computing, science, business, design, and the liberal arts. With more than $1.5 billion annually in research awards across its Colleges and the Georgia Tech Research Institute, Georgia Tech is among the nation\u0027s most research-intensive universities. The Institute\u0027s mission is to develop leaders who advance technology and improve the human condition.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbout Pacific Northwest National Laboratory\u003C\/strong\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.pnnl.gov%2F\u0026amp;data=05%7C02%7Cpriya.devarajan%40research.gatech.edu%7C3afd7c8f8d5343d98b8108df151af314%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639252877654867152%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=3F97zK7e9LpJfsHQvvHqZbkSpD6OiYDEp9UfOiAQBqU%3D\u0026amp;reserved=0\u0022 title=\u0022Original URL:\u0026#13;https:\/\/www.pnnl.gov\/\u0026#13;\u0026#13;Click to follow link.\u0022\u003EPacific Northwest National Laboratory\u003C\/a\u003E\u0026nbsp;draws on its distinguishing strengths in chemistry, Earth sciences, biology and data science to advance scientific knowledge and address challenges in\u0026nbsp;energy resiliency and national security.\u0026nbsp;Founded in 1965, PNNL is operated by Battelle and supported by the Office of Science of the U.S. Department of Energy. The Office of Science is the single largest supporter of basic research in the physical sciences in the United States and is working to address some of the most pressing challenges of our time.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe \u003Ca href=\u0022http:\/\/gatech.edu\/\u0022\u003EGeorgia Institute of Technology\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/www.pnnl.gov\/\u0022\u003EPacific Northwest National Laboratory\u003C\/a\u003E (PNNL) have signed a memorandum of understanding (MOU) to strengthen their longstanding partnership and expand collaboration in scientific discovery, national security research, and workforce development.\u003C\/p\u003E\u003Cp\u003EThe agreement was signed during a Sept. 14 visit by PNNL leadership to Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/facilities\/ampf\u0022\u003EAdvanced Manufacturing Pilot Facility\u003C\/a\u003E\u0026nbsp;. It builds on years of successful collaboration between researchers at the two institutions.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Together, the organizations will pursue new opportunities in joint research, workforce development, technology commercialization, and talent exchange."}],"uid":"36413","created_gmt":"2026-09-18 19:03:18","changed_gmt":"2026-09-29 18:27:37","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-18T00:00:00-04:00","iso_date":"2026-09-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681199":{"id":"681199","type":"image","title":"GT-PNNL-MOU-Signing-Ceremony-21_LR.jpeg","body":"\u003Cp\u003ESeated, from left: Deb Gracio, PNNL Laboratory Director; Tim Lieuwen, Georgia Tech Executive Vice President for Research. Standing, from left: Yuanzhi Tang, SEI Executive Director; Alexa Harter, Director, GTRI CIPHER Lab; George White, Executive Director, GT Strategic Partnerships; Asha Menon, SEI Program Manager; Scott McWhorter, SEI Director for National Lab Partnerships; Bill Pike, PNNL Deputy Director for Science and Technology; Jess Smith, PNNL Senior Cybersecurity Researcher; Steve Biegalski, Georgia Tech Faculty Liaison for PNNL; Erin Searcy, PNNL Director of Institutional Investments and Research Partnerships; Aaron Stebner, Associate Director of Georgia Tech Manufacturing Institute; Christine Conwell, SEI Director for Strategic Planning and Operations.\u003C\/p\u003E","created":"1789758427","gmt_created":"2026-09-18 19:07:07","changed":"1789758427","gmt_changed":"2026-09-18 19:07:07","alt":"Picture of MOU Signing ceremony participants from PNNL and Georgia Tech","file":{"fid":"265564","name":"GT-PNNL-MOU-Signing-Ceremony-21_LR.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/18\/GT-PNNL-MOU-Signing-Ceremony-21_LR.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/18\/GT-PNNL-MOU-Signing-Ceremony-21_LR.jpeg","mime":"image\/jpeg","size":1253216,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/18\/GT-PNNL-MOU-Signing-Ceremony-21_LR.jpeg?itok=lRnqEJBQ"}}},"media_ids":["681199"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"144","name":"Energy"},{"id":"145","name":"Engineering"},{"id":"194610","name":"National Interests\/National Security"},{"id":"135","name":"Research"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"186858","name":"go-sei"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[{"id":"71911","name":"Earth and Environment"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:priya.devarajan@research.gatech.edu\u0022\u003EPriya Devarajan\u003C\/a\u003E | SEI Communications Manager\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692828":{"#nid":"692828","#data":{"type":"news","title":"GT Cybersecurity Expert Helping to Chart the Future of AI on the Energy Grid","body":[{"value":"\u003Cp\u003EArtificial intelligence (AI) is becoming increasingly vital to the nation\u2019s power grid. However, AI tools meant to help energy companies manage the grid, plan for future needs, and respond to problems also create new security and safety concerns.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESaman\u003C\/strong\u003E \u003Cstrong\u003EZonouz\u003C\/strong\u003E, an associate professor in Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E, is helping address those concerns as a member of a planning committee for the \u003Ca href=\u0022https:\/\/www.nationalacademies.org\u0022\u003ENational Academies of Sciences, Engineering, and Medicine\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003ESince May 2026, Zonouz has served on the planning committee for an upcoming public workshop on integrating AI into the electricity system. The workshop is scheduled for Oct. 26 and will convene experts to discuss how to safely and reliably use AI across the power grid.\u003C\/p\u003E\u003Cp\u003EThe workshop will explore how AI is used today, the challenges of integrating AI into existing power systems, and how people and AI can work together. The event will also examine relationships between AI and cybersecurity, data centers, workforce development, and future research.\u003C\/p\u003E\u003Cp\u003EFor Zonouz, cybersecurity and resilience are key parts of the conversation.\u003C\/p\u003E\u003Cp\u003E\u201cAI is both a shield and a target for the grid,\u201d Zonouz said.\u003C\/p\u003E\u003Cp\u003EZonouz leads Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Systems Security Research Laboratory\u003C\/a\u003E. The lab\u2019s research, much of it funded by the U.S. Department of Energy, investigates how AI can protect power systems from cyberattacks.\u003C\/p\u003E\u003Cp\u003EOne recent initiative combines AI with detailed knowledge about power system operations to detect attacks in near real time. Another project sought to identify security weaknesses in solar inverters and other devices that connect energy sources, such as solar panels, to the power grid.\u003C\/p\u003E\u003Cp\u003ERegardless of the challenge, Zonouz and his lab work to identify and fix these weaknesses before attackers can exploit them. Despite their best efforts, however, Zonouz said that some AI tools meant to secure a system can create new ways for attackers to target a power grid.\u003C\/p\u003E\u003Cp\u003EThe lab has demonstrated in several studies that AI systems can be tricked by false or manipulated data. Attackers can also target the software and systems that AI depends on. As AI becomes more advanced, some systems may even be able to modify grid operations.\u003C\/p\u003E\u003Cp\u003EThis raises an important question: What happens if an AI system fails or is attacked?\u003C\/p\u003E\u003Cp\u003E\u201cThat is why the right frame is resilience,\u201d Zonouz said.\u003C\/p\u003E\u003Cp\u003EFor Zonouz, the goal is not to create an AI system that can never fail or be attacked. It\u2019s to build a trustworthy power grid that can continue operating safely even if an AI system fails or is compromised.\u003C\/p\u003E\u003Cp\u003EZonouz will bring his perspective to the National Academies workshop. In addition to helping organize the event, he will lead a session on cybersecurity and resilience. He will also help summarize the workshop\u2019s key takeaways during the closing session. The workshop will be held \u003Ca href=\u0022https:\/\/events.nationalacademies.org\/47042\u0022\u003Evirtually\u003C\/a\u003E in late October. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cLessons learned from the electricity grid can be applied to other critical infrastructure as AI monitoring and control tools continue to advance and become more common,\u201d he said.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researcher Saman Zonouz is helping shape resilient AI practices for the electricity grid. His work connects workshop planning with research on AI-enabled grid protection and emerging vulnerabilities. Zonouz\u2019s laboratory develops near-real-time attack detection and investigates weaknesses in solar inverters and other grid-connected devices. \u2022 Research shows AI systems can be misled by manipulated data or compromised software, making resilience essential when systems fail or face attacks.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researcher Saman Zonouz is helping shape resilient AI practices for the electricity grid. His work connects workshop planning with research on AI-enabled grid protection and emerging vulnerabilities."}],"uid":"36253","created_gmt":"2026-09-25 13:50:08","changed_gmt":"2026-09-29 16:25:29","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-25T00:00:00-04:00","iso_date":"2026-09-25T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"673306":{"id":"673306","type":"image","title":"Saman Zonouz is a Georgia Tech associate professor and lead researcher for the DerGuard project. ","body":null,"created":"1709660104","gmt_created":"2024-03-05 17:35:04","changed":"1709660054","gmt_changed":"2024-03-05 17:34:14","alt":"Saman Zonouz is a Georgia Tech associate professor and lead researcher for the DerGuard project. ","file":{"fid":"256679","name":"Saman-Zonouz.jpg","image_path":"\/sites\/default\/files\/2024\/03\/05\/Saman-Zonouz.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2024\/03\/05\/Saman-Zonouz.jpg","mime":"image\/jpeg","size":56998,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/03\/05\/Saman-Zonouz.jpg?itok=qOSZDIrt"}}},"media_ids":["673306"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"144","name":"Energy"},{"id":"145","name":"Engineering"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jpopham3@gatech.edu\u0022\u003EJohn Popham\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003ECommunications Officer at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692848":{"#nid":"692848","#data":{"type":"news","title":"Gut mRNA Tech Supercharges Vaccine and GLP-1 Delivery","body":[{"value":"\u003Cp\u003EFrom vaccines to gene therapies, mRNA medicines often rely on tiny fat-based particles called lipid nanoparticles, or LNPs, to carry treatments where they need to go. But researchers still face a fundamental challenge: getting those therapies to the organs where they are needed most while limiting side effects elsewhere in the body.\u003C\/p\u003E\u003Cp\u003ENow, researchers at Georgia Tech and Emory University have discovered that delivering LNP medicines directly to various areas of the gastrointestinal (GI) tract \u2014 from the cheeks to the stomach to the rectum \u2014 could alter where the therapies travel in the body after being absorbed. This enables more precise targeting and opens new possibilities for mRNA therapies and vaccines.\u003C\/p\u003E\u003Cp\u003ESeveral technologies are currently in development that enable oral and GI nucleic acid delivery, including pills, patches, and endoscopic injections.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022Here we show that oral delivery of mRNA wouldn\u2019t just enhance the patient experience compared to injections, but it also may enable improved or even completely new treatments,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/people.research.gatech.edu\/alex-abramson\u0022 target=\u0022_blank\u0022\u003EAlex Abramson\u003C\/a\u003E, an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.chbe.gatech.edu\/\u0022 target=\u0022_blank\u0022\u003ESchool of Chemical and Biomolecular Engineering\u003C\/a\u003E (ChBE).\u003C\/p\u003E\u003Cp\u003E\u0022We\u0027re able to deliver to organs that are hard to target via traditional administration methods while simultaneously reducing uptake in organs normally associated with toxicity.\u0022\u003C\/p\u003E\u003Cp\u003EThe researchers \u003Ca href=\u0022https:\/\/pubs.acs.org\/ancac3\/article\/doi\/10.1021\/acsnano.5c18549\/5440015\/Targeted-Gastrointestinal-Delivery-of-mRNA-Lipid\u0022\u003Epublished\u003C\/a\u003E their findings in \u003Cem\u003EACS Nano\u003C\/em\u003E in September.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EDelivery Direction\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003ETypically, LNPs are delivered subcutaneously or intravenously, but that can mean the drugs affect more than just the intended target. Drug interactions with organs such as the liver, lungs, and spleen can cause unwanted side effects that limit how much medicine can be administered. The researchers found that delivering LNPs to different regions of the GI tract changed where the nanoparticles traveled in the body, allowing them to reach targets like the pancreas and lymph nodes while reducing targeting to the liver, lungs, and spleen.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022We found that the LNP was completely safe at a very high dose when delivered via a gastric route of administration,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/diabetes.emory.edu\/researchers\/doctoral-candidates\/abbas-abdulraouf.html\u0022 target=\u0022_blank\u0022\u003EAbdulraouf Abbas\u003C\/a\u003E, a Ph.D. student in \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/james-dahlman\u0022 target=\u0022_blank\u0022\u003EJames Dahlman\u0027s\u003C\/a\u003E Emory lab. Dahlman is a McCamish Early Career Professor in the Department of Biomedical Engineering at Georgia Tech and Emory School of Medicine.\u003C\/p\u003E\u003Cp\u003E\u0022What\u0027s really exciting about not affecting the liver and the lungs is that it may allow us to increase the dose without increasing the side effects,\u0022 Abramson said.\u003C\/p\u003E\u003Cp\u003EEven better, if the goal is vaccination, the dose could be smaller because the therapy is delivered more directly to the desired target. \u0022Not only are we potentially improving LNP benefits by changing how it is administered, but we could even potentially decrease the cost of those mRNA vaccines or mRNA drugs,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/www.ramyghanim.com\/\u0022 target=\u0022_blank\u0022\u003ERamy Ghanim\u003C\/a\u003E, a ChBE Ph.D. student.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EDifferent Routes, Different Results\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EUsing mouse models, the researchers mapped where nanoparticles traveled after microneedle injections delivered them to different parts of the GI tract. Once they identified which organs received the therapy, they could begin exploring potential medical applications.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022If you\u0027re designing mRNA for a vaccine, then you want to prioritize targeting the lymph nodes. We saw in that case that delivering to the cheek matched or improved the immune response of a vaccine compared to a traditional injection,\u0022 Ghanim said. \u0022But just because that route is optimal for that application doesn\u0027t mean one solution fits all applications.\u0022\u003C\/p\u003E\u003Cp\u003EFor example, delivery through the stomach was particularly useful for targeting the pancreas. The researchers also showed that delivering glucagon-like peptide-1 (GLP-1) mRNA doses through the stomach improved blood sugar regulation in mouse models. GLP-1 medications are potent treatments used to treat obesity and diabetes.\u003C\/p\u003E\u003Cp\u003EThe researchers hope to test more disease models in the future and eventually bring this technology into the clinic to help patients.\u003C\/p\u003E\u003Cp\u003EThis work was funded in part by: The Georgia Research Alliance and Georgia Clinical \u0026amp; Translational Science Alliance\u2019s 2023 Regenerative Engineering Medicine pilot grant co-awarded to Dahlman and Abramson labs, Lakshmi and Subramonian Shankar Fellowship and Diabetes Translational Accelerator, a National Science Foundation Graduate Research Fellowship Program, National Institutes of Health Maximizing Investigators\u0027 Research Award grant R35GM150689, and the National Research Foundation of Korea.\u003C\/p\u003E\u003Cp\u003ECITATION: Abdulraouf M. Abbas, Ramy Ghanim, Sebastian Rudden, David Schultz, Bora Jang, Avraham Shakked, Hyejin Kim, James E. Dahlman, Alex Abramson; Targeted Gastrointestinal Delivery of mRNA Lipid Nanoparticles Enables Systemic Vaccination and Glucagon-like Peptide-1 Metabolic Therapy. \u003Cem\u003EACS Nano\u003C\/em\u003E 2026; \u003Ca href=\u0022https:\/\/doi.org\/10.1021\/acsnano.5c18549\u0022 target=\u0022_blank\u0022\u003Ehttps:\/\/doi.org\/10.1021\/acsnano.5c18549\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech and Emory researchers found that delivering vaccine and GLP-1 mRNA nanoparticles through different regions of the gastrointestinal tract can redirect therapies to key organs while reducing side effects.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech and Emory researchers found that delivering vaccine and GLP-1 mRNA nanoparticles through different regions of the gastrointestinal tract can redirect therapies to key organs while reducing side effects."}],"uid":"34541","created_gmt":"2026-09-28 13:50:47","changed_gmt":"2026-09-29 16:24:59","author":"Tess Malone","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-28T00:00:00-04:00","iso_date":"2026-09-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681265":{"id":"681265","type":"image","title":"IBB---MOSE-lab-Reseach-story-09.jpg","body":"\u003Cp\u003EAlex Abramson, Ramy Ghanim, and Abdulraouf Abbas working in the lab. Photo by \u003Cem\u003EJoya Chapman\u003C\/em\u003E\u003C\/p\u003E","created":"1790603609","gmt_created":"2026-09-28 13:53:29","changed":"1790603609","gmt_changed":"2026-09-28 13:53:29","alt":"Alex Abramson, Ramy Ghanim, and Abdulraouf Abbas working in the lab.","file":{"fid":"265634","name":"IBB---MOSE-lab-Reseach-story-09.jpg","image_path":"\/sites\/default\/files\/2026\/09\/28\/IBB---MOSE-lab-Reseach-story-09.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/28\/IBB---MOSE-lab-Reseach-story-09.jpg","mime":"image\/jpeg","size":2761425,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/28\/IBB---MOSE-lab-Reseach-story-09.jpg?itok=pEIPAnus"}}},"media_ids":["681265"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193652","name":"Matter and Systems"},{"id":"39521","name":"Robotics"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETess Malone, Senior Research Writer\/Editor\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:tess.malone@gatech.edu\u0022\u003Etess.malone@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692738":{"#nid":"692738","#data":{"type":"news","title":"Georgia Tech Launches ETHOS Initiative to Accelerate Human-Centered Medical Research","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EBefore a promising new therapy can reach a patient, researchers need to answer a deceptively simple question: Will it work?\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor decades, part of the answer has come from animal testing. Animal models have helped scientists make countless medical advances and understand how potential treatments behave in a living system. But they also present scientific and ethical challenges, including one unavoidable limitation: A mouse isn\u0027t a human. This limitation is one reason \u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/science.aeb0045\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Emany promising drug candidates fail during human clinical trials\u003C\/a\u003E.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENow, Georgia Tech is launching a new Institute-wide initiative focused on technologies that help researchers close that gap by studying human health and disease in ways that more closely reflect human biology. This interdisciplinary venture, called Emerging Technologies for Human-Oriented Systems (ETHOS), will advance human-centered research technologies, including new approach methodologies (NAMs) that improve prediction of human responses and support the development of safer, more effective therapies.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cETHOS reflects Georgia Tech\u0027s commitment to advancing innovative approaches to some of society\u0027s most pressing health challenges,\u201d said Executive Vice President for Research Tim Lieuwen. \u201cBy bringing together expertise from across the Institute and investing in technologies that more closely reflect human biology, we have an opportunity to accelerate discovery, strengthen translation, and help shape the future of biomedical research.\u0022\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EUnifying Research\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ESupported by the Office of the Executive Vice President for Research, ETHOS is built on an interdisciplinary framework that connects researchers across Georgia Tech and with clinical and translational partners. The initiative draws on expertise in bioengineering, materials science, device engineering, computing, and data science. It will be led jointly by the \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/a\u003E (IBB) and the \u003Ca href=\u0022https:\/\/ideas.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EInstitute for Data Engineering and Science\u003C\/a\u003E (IDEaS).\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWhat sets Georgia Tech apart is our ability to unify deep expertise in foundational life sciences, bioengineering, and materials science with artificial intelligence and data science,\u201d said Vice President for Interdisciplinary Research Julia Kubanek. \u201cETHOS creates a framework for connecting those strengths, fostering new collaborations, and enabling researchers to tackle complex health challenges in ways that no single discipline could accomplish alone.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAnkur Singh, Carl Ring Family Professor in the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/bme.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EWallace H. Coulter Department of Biomedical Engineering at Georgia Tech and Emory University\u003C\/a\u003E (BME), will lead ETHOS in his new administrative role as deputy director of IBB. Although ETHOS is a new initiative, Georgia Tech researchers have already begun building a NAMs community through an institutional task force and other collaborative efforts. That momentum will continue with the 2027 \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/news\/events\/suddath-symposium\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESuddath Symposium\u003C\/a\u003E, which will focus on NAMs and bring researchers together across disciplines.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cGeorgia Tech has expertise across the full spectrum of these approaches, from AI and computational modeling to engineered tissues and experimental systems,\u201d said \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/james-gumbart\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EJC Gumbart\u003C\/a\u003E, Dunn Family Professor in the \u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESchool of Physics\u003C\/a\u003E. \u201cETHOS gives us a framework to connect those strengths and accelerate human-centered biomedical research.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EGumbart co-led the NAMs task force and is co-organizing the symposium with \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/shuichi-takayama\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EShuichi Takayama\u003C\/a\u003E, a Georgia Research Alliance Eminent Scholar and chair of regenerative engineering medicine within BME.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EAdvancing Discovery\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhat are new approach methodologies, or NAMs, and how can they help researchers address human health challenges?\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENAMs include both physical models, such as organoids and organ-on-chip technologies, and computational models that use artificial intelligence. Each approach has its own advantages and limitations.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EOrganoids and organ-on-chip are living tissue systems grown in the lab that mimic key features of human biology and help researchers study how the body may respond to new drugs or treatments. These models allow researchers to observe biological responses in human tissue systems, but they are limited by the steep cost of time and resources required to create them.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EComputational models take advantage of AI and supercomputing technology to rapidly explore and predict thousands of possibilities. They use existing datasets to examine complex relationships at scale and simulate how potential changes might affect a system. Though these simulations can provide a large-scale prediction of what might happen, they can\u2019t provide evidence of how cells actually respond.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EETHOS emphasizes a bidirectional approach that combines engineered biological systems with predictive computational models. For instance, a scientist who is testing a new drug on an organoid may use AI to predict how the drug could affect a larger population with differing demographics. Conversely, a researcher using a computational model may use an organ-on-chip experiment to validate (or disprove) the computer\u2019s prediction.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThese human platforms allow us to look broad \u2014 exploring how therapies behave across populations \u2014 and look deep, engineering precise models that reflect an individual patient\u2019s unique health profile,\u201d Singh said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003ELeading the Way\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe adaptability of NAMs gives researchers a more human-centered way to study \u2014 and hopefully one day treat \u2014 some of humanity\u2019s most pervasive health problems, such as cancer, cardiovascular disease, autoimmune diseases, neurological disorders, infection, and more. Therapies developed using NAMs could be broad-use solutions that impact entire populations or tailored treatments for personalized healthcare. By bringing together strengths in engineering, computing, data science, and the life sciences, ETHOS positions Georgia Tech to help shape the future of NAMs research and technology development.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThe next generation of medical research increasingly relies on models that are both more human and more intelligent. Georgia Tech\u0027s strength lies in connecting the physical and digital worlds of biology,\u201d Singh said. \u201cThat closed loop between human biology and computation gives us a powerful advantage in developing the next generation of non-animal models for research and drug development.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe initiative will also include the development of a platform designed to connect researchers across the Institute and help them identify complementary expertise, shared experimental systems, and collaborative funding opportunities. The digital matchmaking system, along with pilot research and technology development, AI integration, grant development, and community building, makes ETHOS a potentially groundbreaking program launching at an opportune time.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cETHOS is an initiative of convergence. Few institutions combine strengths in advanced human tissue systems, engineering, AI, and data science at the scale of Georgia Tech. ETHOS provides a framework to unite those capabilities and accelerate biomedical discovery and translation,\u201d Singh said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EETHOS is designed to strengthen connections between fundamental research and real-world health applications. By developing research models that more closely reflect human biology, the initiative could help researchers identify promising therapies earlier and better understand how they may perform in people. ETHOS could also strengthen collaborations among Atlanta\u0027s academic, clinical, and industry partners, creating new opportunities for translational research and technology development.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EBefore a promising new therapy can reach a patient, researchers need to answer a deceptively simple question: Will it work?\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor decades, part of the answer has come from animal testing. Animal models have helped scientists make countless medical advances and understand how potential treatments behave in a living system. But they also present scientific and ethical challenges, including one unavoidable limitation: A mouse isn\u0027t a human. This limitation is one reason \u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/science.aeb0045\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Emany promising drug candidates fail during human clinical trials\u003C\/a\u003E.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ENow, Georgia Tech is launching a new Institute-wide initiative focused on technologies that help researchers close that gap by studying human health and disease in ways that more closely reflect human biology.\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech\u0027s ETHOS initiative brings together expertise from across the Institute to advance human-centered research models that could accelerate the development of safer, more effective therapies."}],"uid":"36479","created_gmt":"2026-09-21 15:58:51","changed_gmt":"2026-09-29 16:23:19","author":"abowman41","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-21T00:00:00-04:00","iso_date":"2026-09-21T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681214":{"id":"681214","type":"image","title":"_0000_NAMs-1.jpg","body":"\u003Cp\u003EAnkur Singh will lead Georgia Tech\u2019s new ETHOS initiative to advance New Approach Methodologies (NAMs) and transform drug discovery through human-relevant systems. Singh is pictured alongside Ph.D. student Olivia Jones, holding a human immune organ engineered on-a-chip, a breakthrough innovation developed at Georgia Tech to model complex immune responses outside the body.\u003C\/p\u003E","created":"1790006443","gmt_created":"2026-09-21 16:00:43","changed":"1790006443","gmt_changed":"2026-09-21 16:00:43","alt":"A woman with brown hair wearing a navy blue blouse holds a microscope slide up to the camera. To her right is a male researcher wearing a suit holding a round lab dish with plastic organ-on-chip experiments inside.","file":{"fid":"265577","name":"_0000_NAMs-1.jpg","image_path":"\/sites\/default\/files\/2026\/09\/21\/_0000_NAMs-1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/21\/_0000_NAMs-1.jpg","mime":"image\/jpeg","size":128202,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/21\/_0000_NAMs-1.jpg?itok=Cgtrcz6B"}}},"media_ids":["681214"],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"188776","name":"go-research"},{"id":"187082","name":"go-ideas"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAshlie Bowman | Communications Manager\u003C\/p\u003E\u003Cp\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692776":{"#nid":"692776","#data":{"type":"news","title":"After the Storm: When Recovery Creates a Community Crisis","body":[{"value":"\u003Cp\u003EThe storm ends, the fire goes out, floodwaters recede.\u003C\/p\u003E\u003Cp\u003EAnd, for some, the rent rises.\u003C\/p\u003E\u003Cp\u003ELong after a natural disaster fades from the headlines, economic aftershocks can still push people out of their communities, not because their homes were destroyed, but because they can no longer afford to remain there.\u003C\/p\u003E\u003Cp\u003EA new Georgia Tech-led study found that rents were 6.5% to 12.5% higher than expected four years after a disaster. Similar communities that weren\u2019t hit did not see the same jump.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/planning.gatech.edu\/people\/brian-an\u0022 target=\u0022_blank\u0022\u003EBrian An, an associate professor in the\u0026nbsp;Jimmy and Rosalynn Carter\u0026nbsp;School of Public Policy within the Ivan Allen College of Liberal Arts\u003C\/a\u003E, and his team studied two decades of rental housing data and federal disaster records from California and Florida.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe often think of housing as a market that will sort itself out,\u201d An said. \u201cBut a natural disaster is not a normal market condition. Housing is destroyed. People are displaced. In those moments, renters can become especially vulnerable.\u201d\u003C\/p\u003E\u003Cp\u003EAfter a disaster, the housing market\u2019s usual rules no longer apply. Damaged apartment buildings mean reduced supply. Displaced homeowners enter the rental market while their homes are repaired or rebuilt. Construction, repairs, and insurance all get more expensive.\u003C\/p\u003E\u003Cp\u003EThe largest rent increases followed hurricanes and wildfires more than earthquakes, flooding, and tornadoes. For communities hit repeatedly, each new storm or fire added more rent pressure.\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EMore Demand, Less Room\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003E\u201cWhen rents go up after a disaster, we\u0027re not talking about a small segment of housing,\u201d An said. \u201cWe\u0027re talking about the broader rental market. That means the effects reach far beyond the homes that were damaged.\u201d\u003C\/p\u003E\u003Cp\u003EFor renters, the consequences extend beyond monthly housing costs. Higher rents can make it harder for families to remain close to support networks. Children may have to change schools. Workers may face longer commutes. Longtime residents can find themselves priced out of communities they helped build.\u003C\/p\u003E\u003Cp\u003EThe findings point to a central tension in disaster recovery: Rebuilding homes is not the same as keeping communities intact.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EA Different Path Home\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003ENot every community experienced the same outcome.\u003C\/p\u003E\u003Cp\u003EAreas that received federal support through Community Development Block Grant Disaster Recovery (CDBG-DR) funds saw smaller rent increases than similar communities that did not. The money can be used to build and preserve affordable rental housing, giving residents more options as their communities recover.\u003C\/p\u003E\u003Cp\u003EAn said the study cannot prove that funding alone caused rents to rise more slowly. But the pattern suggests that recovery resources may shape who can afford to stay in a community once rebuilding begins.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ERebuilding Lives, Not Just Homes\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EAs communities face repeated hurricanes, wildfires, and other disasters, An believes policymakers need to think differently about recovery. That could mean investing in more resilient housing, expanding affordable rental options, and strengthening protections for renters after disasters strike.\u003C\/p\u003E\u003Cp\u003E\u201cEveryone needs a place to live,\u201d An said. \u201cAs disasters become more frequent, housing can\u0027t be an afterthought in recovery.\u201d\u003C\/p\u003E\u003Cp\u003EAn\u2019s research is\u0026nbsp;published in\u0026nbsp;\u003Ca href=\u0022https:\/\/www.rsfjournal.org\/content\/12\/4\/54\u0022 target=\u0022_blank\u0022\u003E\u003Cem\u003EThe Russell Sage Foundation Journal of the Social Sciences.\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"After hurricanes and wildfires, rebuilding homes is only part of recovery. Rising rents can decide who gets to come home, and who must leave."}],"field_summary":[{"value":"\u003Cp\u003ENatural disasters can trigger \u003Cstrong\u003Elasting rent increases\u003C\/strong\u003E, pushing residents out even when their homes survive. A Georgia Tech-led study links disaster recovery to housing affordability and community stability. \u2022 Rents were \u003Cstrong\u003E6.5% to 12.5% higher\u003C\/strong\u003E than expected four years after disasters, especially following hurricanes and wildfires. \u2022 Communities receiving Community Development Block Grant Disaster Recovery funds saw smaller rent increases, suggesting affordable housing resources may help residents remain.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"After hurricanes and wildfires, rebuilding homes is only part of recovery. Rising rents can decide who gets to come home, and who must leave."}],"uid":"36410","created_gmt":"2026-09-23 14:12:47","changed_gmt":"2026-09-29 16:21:49","author":"mazriel3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-23T00:00:00-04:00","iso_date":"2026-09-23T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681236":{"id":"681236","type":"image","title":"Hurricane Ian","body":"\u003Cp\u003EA Florida neighborhood destroyed in the aftermath of Hurricane Ian, 2002.\u003C\/p\u003E","created":"1790171466","gmt_created":"2026-09-23 13:51:06","changed":"1790172479","gmt_changed":"2026-09-23 14:07:59","alt":"A Florida neighborhood destroyed in the aftermath of Hurricane Ian, 2002.","file":{"fid":"265602","name":"Hurricane-Ian.png","image_path":"\/sites\/default\/files\/2026\/09\/23\/Hurricane-Ian.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/23\/Hurricane-Ian.png","mime":"image\/png","size":7741069,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/23\/Hurricane-Ian.png?itok=ZGnUGYDq"}}},"media_ids":["681236"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"131","name":"Economic Development and Policy"}],"keywords":[{"id":"183592","name":"Andrew Young School of Public Policy Studies"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[{"id":"71911","name":"Earth and Environment"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cul\u003E\u003Cli data-list-item-id=\u0022e8513f020972d2925520c5ad9e9cb50ef\u0022\u003EMichelle Azriel\u003Cbr\u003ESenior Writer-Editor\u003Cbr\u003EResearch Communications\u003Cbr\u003E\u003Ca href=\u0022mailto:mazriel3@gatech.edu\u0022\u003Emazriel3@gatech.edu\u003C\/a\u003E\u003C\/li\u003E\u003C\/ul\u003E","format":"limited_html"}],"email":["mazriel3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692777":{"#nid":"692777","#data":{"type":"news","title":" Researchers Confirm Common Soil Treatment Can Improve Farm Crop Yields and Remove Carbon","body":[{"value":"\u003Cp\u003EFor centuries, farmers have relied on simple minerals to balance soil pH and grow stronger crops. Only recently have scientists realized that this practice, known as liming, may in many cases remove more carbon dioxide than it releases. But proving that requires tracking carbon far beyond the field itself.\u003C\/p\u003E\u003Cp\u003EIn a \u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41586-026-11040-2\u0022\u003Elandmark study\u003C\/a\u003E published in \u003Cem\u003ENature\u003C\/em\u003E, 11 researchers tracked the impacts on the carbon cycle across the Mississippi watershed and its 11 states after almost a century of liming. The results show that while liming can initially release carbon, it becomes a carbon sink after a few decades, effectively removing the greenhouse gas from the atmosphere.\u003C\/p\u003E\u003Cp\u003E\u201cFarmers have been doing enhanced weathering in U.S. agriculture for a little over a half century,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/reinhard.gatech.edu\/chris-reinhard.html\u0022\u003EChris Reinhard\u003C\/a\u003E, an associate professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/eas.gatech.edu\/\u0022\u003ESchool of Earth and Atmospheric Sciences\u003C\/a\u003E and an author on the paper. \u201cThis is a giant natural experiment that\u0027s been going on for decades that allows us to figure out how much carbon makes it all the way through the watershed system.\u0022\u003C\/p\u003E\u003Cp\u003EThe study grew out of a U.S. Department of Energy Earthshot Initiative\u0026nbsp;\u003Ca href=\u0022https:\/\/environment.yale.edu\/news\/article\/yale-awarded-energy-earthshot-study-natural-carbon-capture\u0022\u003Egrant\u003C\/a\u003E focused on understanding the role agricultural liming could play in long-term carbon removal.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ETracking Carbon\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EWhen limestone or other carbonate minerals are added to soil, the effects don\u0027t stop at the field\u0027s edge. The minerals\u2019 reaction with the ground\u2019s acidity results in chemical products that move through rivers and eventually reach the ocean. While carbon-related changes can be measured in the field, tracing them across an entire watershed is far more difficult.\u003C\/p\u003E\u003Cp\u003EBut data from decades of agricultural lime applications, fertilizer usage numbers, and river alkalinity measurements at the mouth of the Mississippi helped researchers piece together the larger picture. By analyzing more than a century of agricultural and river records, the team found that liming in the Mississippi River Basin has acted as a net carbon sink.\u003C\/p\u003E\u003Cp\u003EThe findings also challenge how liming\u0027s climate impacts are typically measured. Current carbon accounting often treats lime application itself as a source of emissions. But the researchers say this approach misses an important part of the picture: Fertilizers can make soils more acidic over time, creating the need for liming. When the team accounted for both processes, they found that liming removed carbon in the long term, but fertilizer causes acidity and drives emissions.\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EModeling a Better Future\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EReinhard and colleagues also\u0026nbsp;\u003Ca href=\u0022https:\/\/gmd.copernicus.org\/articles\/15\/4959\/2022\/gmd-15-4959-2022.html\u0022\u003Ecreated\u003C\/a\u003E a\u0026nbsp;\u003Ca href=\u0022https:\/\/www.gatech.edu\/news\/2025\/08\/19\/farming-future-planet-how-liming-could-be-key-carbon-removal\u0022\u003Emodel\u003C\/a\u003E that captures the physics and chemistry of agricultural soils. The model can determine liming\u2019s theoretical carbon-removal potential, testing its predictions against the historical data. In this case, about 90% of the carbon-removal benefit predicted from the model ultimately appeared in the records of river chemistry from the Mississippi River Basin.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe long-term goal for the model is to develop a way for farmers to plan and be able to answer questions like, \u2018How do I stagger the application of lime so I\u0027m helping the crops while also emitting as little carbon as possible?\u2019\u201d Reinhard said.\u003C\/p\u003E\u003Cp\u003EBeyond its climate implications, liming could help strengthen the long-term resilience of the agricultural industry. The findings suggest that managing soil pH can improve soil health and crop yields, while simultaneously reducing net greenhouse gas emissions. If managed well, one of agriculture\u0027s oldest soil management practices may offer a rare double benefit: helping farmers grow healthier crops while reducing the industry\u0027s climate footprint.\u003C\/p\u003E\u003Cp\u003ECITATION : Suhrhoff, T.J., Reinhard, C.T., Kanzaki, Y. \u003Cem\u003Eet al.\u003C\/em\u003E Agricultural liming is a carbon sink in the Mississippi River Basin. \u003Cem\u003ENature\u003C\/em\u003E (2026). https:\/\/doi.org\/10.1038\/s41586-026-11040-2\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EScientists used the Mississippi River Basin\u2019s 100-year record to show that liming, long considered a source of carbon emissions, may actually remove carbon overall.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Scientists used the Mississippi River Basin\u2019s 100-year record to show that liming, long considered a source of carbon emissions, may actually remove carbon overall."}],"uid":"34541","created_gmt":"2026-09-23 14:46:24","changed_gmt":"2026-09-29 16:21:16","author":"Tess Malone","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-23T00:00:00-04:00","iso_date":"2026-09-23T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681237":{"id":"681237","type":"image","title":"AdobeStock_2112119057.jpeg","body":null,"created":"1790174927","gmt_created":"2026-09-23 14:48:47","changed":"1790174927","gmt_changed":"2026-09-23 14:48:47","alt":"Mississippi River agricultural landscape on open data satellite image","file":{"fid":"265605","name":"AdobeStock_2112119057.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/23\/AdobeStock_2112119057.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/23\/AdobeStock_2112119057.jpeg","mime":"image\/jpeg","size":12985849,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/23\/AdobeStock_2112119057.jpeg?itok=rCi-n5Yf"}}},"media_ids":["681237"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"193657","name":"Space Research Initiative"}],"news_room_topics":[{"id":"71911","name":"Earth and Environment"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETess Malone, Senior Research Writer\/Editor\u003C\/p\u003E\u003Cp\u003Etess.malone@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692810":{"#nid":"692810","#data":{"type":"news","title":"Can Brain Activity Reveal What Surveys Miss?","body":[{"value":"\u003Cp\u003EWhat if people\u0027s immediate reactions could reveal insights that surveys sometimes miss? Survey responses can be influenced by factors ranging from question wording to social pressure.\u0026nbsp;\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/faculty\/wu\/index.html\u0022\u003ED.J. \u0026nbsp;Wu\u003C\/a\u003E, professor of information technology management at Georgia Tech\u0027s Scheller College of Business, is exploring whether brain activity can provide another way to understand opinions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHis paper, \u201cBrain Speaks Louder Than Words: Neurophysiological Opinion Inference via Cognitive Dissonance Triggers,\u201d recently received the 2026\u0026nbsp;\u003Ca href=\u0022https:\/\/www.neurois.org\/dr-hermann-zemlicka-award\/\u0022\u003EDr. Hermann Zemlicka Award\u003C\/a\u003E for the most visionary paper at the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.neurois.org\/\u0022\u003ENeuroIS Retreat\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWu discusses the research, its potential applications, and the ethical and privacy considerations it raises.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EQ\u0026amp;A With D.J.\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat was your reaction when you learned your paper received the 2026 Dr. Hermann Zemlicka Award for \u201cmost visionary\u201d research?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe Dr. Hermann Zemlicka Award is presented annually at the NeuroIS Retreat to the paper selected as the year\u2019s \u201cmost visionary.\u201d I was surprised and deeply\u0026nbsp;honored to receive it. The recognition was especially meaningful because it affirmed our vision of bringing neuroscience and information systems research together to explore a new way of understanding human opinions.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFor readers unfamiliar with your research, what problem were you trying to solve?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EWe wanted to find a better way to understand people\u2019s opinions in situations where traditional methods, like surveys or tracking behavior, may be biased, intrusive, slow, or difficult to use. Our research explores whether brief brain activity measured by electroencephalography (EEG) can reveal when a statement matches or conflicts with a person\u2019s beliefs. If so, it could provide another way to understand opinions without relying only on what people say or how they behave.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMost people are used to answering surveys, reviews, and polls. What made you wonder if there might be a better way to understand what people really think?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ESurveys are extremely useful, but they depend on people actively participating. Those answers can be shaped by factors such as memory, the way a question is worded, social pressure, or a person\u2019s ability and willingness to respond. We wondered whether brain activity could offer another way to understand people\u2019s opinions, especially in situations where those challenges come into play. We wanted to see whether we could capture an immediate reaction before a person has to translate it into words.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThe paper title, \u201cBrain Speaks Louder Than Words,\u201d is interesting. Can you give an example of what that means in everyday life?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EImagine someone is asked to rate the statement, \u201cI like this product or service.\u201d Even if they feel pressure to give a positive answer, their brain may respond differently depending on whether the statement matches their experience. Our method looks for patterns of brain activity that occur when there is a mismatch between what a person truly believes and what they are evaluating. It is not mind-reading or lie detection. Instead, it uses the brain\u2019s response to conflicting information as one signal that may help us understand whether a statement reflects someone\u2019s genuine opinion.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWere there any findings that surprised you or challenged what you expected going into the project?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EOne finding was that cognitive conflict depended on more than whether a statement contradicted someone\u2019s opinion. When a heuristic cue, a simple signal that offers a mental shortcut, was present, the brain response to a conflicting statement became weaker. Put intuitively, some contextual cues can soften our immediate sense that \u201cthis does not match what I believe,\u201d even when our underlying opinion remains unchanged.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EPrivacy is a growing concern in today\u0027s digital world. Can you\u0026nbsp;compare the privacy implication of the proposed approach versus the traditional\u0026nbsp;methods?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EOur approach could reduce the need to store information such as browsing histories, ratings, or written survey responses. Instead of continuously tracking a person\u2019s behavior, it focuses on collecting a specific brain response during a defined interaction with the user\u2019s consent.\u003C\/p\u003E\u003Cp\u003EAt the same time, brain activity is sensitive biometric information and could reveal more than what is needed for a particular task. Any privacy benefits therefore depend on robust safeguards, including data minimization, meaningful informed consent, clearly defined limits on data use and retention, and strong data security through offline, locally controlled processing and calibration.\u003C\/p\u003E\u003Cp\u003EOur study offers some initial guidance on these issues, but more research is needed to fully understand the privacy implications of this approach.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow could this research change the way organizations understand customers, employees, or other stakeholders in real time?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EIn situations where surveys may not tell the whole story, receiving feedback is difficult, or past behavioral data are unavailable, our research could eventually help organizations better understand how people are reacting in near real time. For example, it could help identify whether stakeholders\u0027 immediate responses suggest agreement or disagreement with a message, product, digital experience, or decision.\u003C\/p\u003E\u003Cp\u003EThese insights would not replace surveys. Instead, they could complement them by showing where people\u0027s immediate reactions align with, or differ from, what they later report. Any use at the individual level, however, would require informed consent, a clearly defined purpose, and strong privacy safeguards.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThe paper points to opportunities for helping people who may have difficulty communicating through traditional methods. What possibilities do you see for making technology more inclusive?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBrain-computer interfaces have already shown promise in helping people with severe motor or communication impairments interact with technology. Our research explores one possible way to better understand a person\u0027s opinions or preferences through brain activity during specific tasks. Over time, this type of work could contribute to technologies that are more responsive to individual needs and more accessible for people who face challenges communicating through traditional methods.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFor readers who haven\u2019t thought about neuroscience or brain-computer interfaces before, what\u2019s the one takeaway you hope they remember from this research?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBrain signals do not provide a direct window into a person\u0027s thoughts. They reflect many different processes happening in the brain and body, which means they can be difficult to interpret.\u003C\/p\u003E\u003Cp\u003EThat is why theory and experimental design matter. Rather than searching brain data for patterns without a clear explanation, our research focuses on a specific mechanism: how people respond to information that conflicts with their beliefs. By testing that idea in a controlled setting and calibrating the approach for each individual, we can make the results more meaningful and easier to interpret.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/academics-research\/it-management\/index.html\u0022\u003ELearn More: Information Technology Management\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ED.J. Wu, professor of information technology management, discusses his visionary award-winning research and what it could mean for understanding opinions, improving technology, and informing future business decisions.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"D.J. Wu discusses how his brain activity research could help inform future business decisions."}],"uid":"36730","created_gmt":"2026-09-24 17:18:30","changed_gmt":"2026-09-29 16:08:17","author":"klowe36","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-24T00:00:00-04:00","iso_date":"2026-09-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681244":{"id":"681244","type":"image","title":"D.J. Wu, Professor; Area Chair, Information Technology Management","body":"\u003Cp\u003ED.J. Wu, professor of Information Technology Management at the Scheller College of Business, smiles in a dark suit jacket and white collared shirt.\u003C\/p\u003E","created":"1790269834","gmt_created":"2026-09-24 17:10:34","changed":"1790269968","gmt_changed":"2026-09-24 17:12:48","alt":"D.J. Wu, professor of Information Technology Management, Scheller College of Business","file":{"fid":"265613","name":"dj-wu-headshot.jpg","image_path":"\/sites\/default\/files\/2026\/09\/24\/dj-wu-headshot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/24\/dj-wu-headshot.jpg","mime":"image\/jpeg","size":232500,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/24\/dj-wu-headshot.jpg?itok=5uGho5Aa"}}},"media_ids":["681244"],"related_links":[{"url":"https:\/\/www.scheller.gatech.edu\/directory\/faculty\/wu\/index.html?_gl=1*r7f7i1*_up*MQ..*_ga*NjE2MzIyMzk4LjE3OTAyNjk4NDM.*_ga_8XJDVR2ZKP*czE3OTAyNjk4NDIkbzEkZzEkdDE3OTAyNjk4NDUkajU3JGwwJGgyMDgyMzcxNjUz","title":"Read More"}],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"139","name":"Business"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[{"id":"71891","name":"Health and Medicine"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["kristin.lowe@scheller.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692854":{"#nid":"692854","#data":{"type":"news","title":"Can a Machine or AI Agent Be Surprised? Helping Autonomous Systems Respond to the Unexpected  ","body":[{"value":"\u003Cp\u003ELet\u2019s say you ask ChatGPT a question that stumps it, or a Waymo vehicle encounters something unusual in the road, or an autonomous factory faces an unexpected disruption.\u003C\/p\u003E\u003Cp\u003EMost people would recognize that something unexpected has happened and adjust accordingly. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFor machines, it\u2019s not always that simple. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EResearchers at \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/\u0022\u003EGeorgia Tech\u2019s H. Milton Stewart School of Industrial and Systems Engineering (ISyE) \u003C\/a\u003Eare addressing this very challenge: how can autonomous systems recognize when something unexpected has happened, determine whether it matters, and decide how to respond?\u003C\/p\u003E\u003Cp\u003EIn a recent \u003Ca href=\u0022https:\/\/pubsonline.informs.org\/doi\/10.1287\/ijds.2026.0182\u0022\u003Epaper published in the INFORMS Journal on Data Science\u003C\/a\u003E, the research team introduced a new framework called Mutual Information Surprise, designed to help machines identify meaningful surprises in complex environments. The work could help lay the foundation for AI agents, robots, and autonomous systems that can better navigate unexpected situations, avoid costly mistakes, and make more informed decisions when faced with situations they weren\u2019t designed or trained to handle. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022Traditional automation systems are designed to follow instructions. They do not have a sense of surprise. Machines follow a predetermined recipe and produce the expected result,\u0022 said \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/yu-ding\u0022\u003EYu Ding, the Anderson-Interface Chair and professor in ISyE\u003C\/a\u003E, who is leading this project. \u0022 Intelligent agents, however, must do more than simply follow instructions. They need to recognize when their current understanding or reasoning process has become inadequate. Humans routinely use surprise for this purpose. An autonomous machine needs an analogous computational capability.\u0022\u003C\/p\u003E\u003Cp\u003EThis research concept was jointly worked out by \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/xiao-liu\u0022\u003EXiao Liu, the David M. McKenney Family Associate Professor\u003C\/a\u003E, as well as a former postdoctoral fellow in ISyE, Yinsong Wang, and Ph.D. student Quan Zeng.\u003C\/p\u003E\u003Cp\u003EWhile several methods already exist to measure surprise in machines, such as the \u0022Shannon Surprise\u0022 and \u0022Bayesian Surprise,\u0022 the ISyE team saw limitations in both approaches. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EShannon Surprise tends to focus on the rarity of an event, while Bayesian Surprise focuses on how much a new observation changes a system\u0027s beliefs.\u003C\/p\u003E\u003Cp\u003ETo illustrate the limitations of existing surprise measures, Ding pointed to the examples of someone noticing a specific type of car parked nearby or a student who consistently earns top grades but suddenly performs poorly on an exam.\u003C\/p\u003E\u003Cp\u003EExisting surprise measures don\u0027t always flag the right kinds of moments to be surprised, Ding said. To the examples given, the Shannon Surprise would flag the specific car parked nearby, although people typically wouldn\u2019t be surprised by that event. Conversely, people would be surprised by the student performing poorly, but the Bayesian Surprise would not flag it. \u0026nbsp; \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022We introduce this new surprise definition because it measures the gain of knowledge and epistemic progression, thus capturing the right moments when a system should be surprised and ignoring the moments when it shouldn\u0027t,\u0022 Ding added. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe framework could eventually help systems determine when to continue as planned or when to stop and reassess, whether that\u0027s an AI assistant struggling to answer a question, a robot encountering a situation it has never seen before, or an autonomous factory detecting a disruption that could affect production and require human intervention.\u003C\/p\u003E\u003Cp\u003ELooking ahead, the ISyE research team is exploring potential applications in engineering autonomous systems and is developing a proposal for federally funded programs. \u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003EResearchers at Georgia Tech\u0027s H. Milton Stewart School of Industrial and Systems Engineering (ISyE) are rethinking how intelligent systems recognize and respond to the unexpected.\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers at Georgia Tech\u0027s H. Milton Stewart School of Industrial and Systems Engineering (ISyE) are rethinking how intelligent systems recognize and respond to the unexpected.  "}],"uid":"35874","created_gmt":"2026-09-28 14:47:39","changed_gmt":"2026-09-29 12:31:45","author":"Anna Akins","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-28T00:00:00-04:00","iso_date":"2026-09-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681269":{"id":"681269","type":"image","title":"The ISyE research team from left to right: Xiao Liu, the David M. McKenney Family Associate Professor; Yu Ding, the Anderson-Interface Chair and professor and project lead; and Ph.D. student Quan Zeng.","body":null,"created":"1790606883","gmt_created":"2026-09-28 14:48:03","changed":"1790606883","gmt_changed":"2026-09-28 14:48:03","alt":"The ISyE research team from left to right: Xiao Liu, the David M. McKenney Family Associate Professor; Yu Ding, the Anderson-Interface Chair and professor and project lead; and Ph.D. student Quan Zeng.","file":{"fid":"265638","name":"IMG_2951--1-.jpg","image_path":"\/sites\/default\/files\/2026\/09\/28\/IMG_2951--1-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/28\/IMG_2951--1-.jpg","mime":"image\/jpeg","size":875476,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/28\/IMG_2951--1-.jpg?itok=sQjT7D4T"}},"681268":{"id":"681268","type":"image","title":"ISyE researchers contributed to the development of a new framework called Mutual Information Surprise to help autonomous systems recognize and respond to meaningful unexpected events in complex environments.","body":null,"created":"1790606883","gmt_created":"2026-09-28 14:48:03","changed":"1790606883","gmt_changed":"2026-09-28 14:48:03","alt":"ISyE researchers developed a new framework called Mutual Information Surprise to help autonomous systems recognize and respond to meaningful unexpected events in complex environments.","file":{"fid":"265637","name":"AI-rendering--1-.png","image_path":"\/sites\/default\/files\/2026\/09\/28\/AI-rendering--1-.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/28\/AI-rendering--1-.png","mime":"image\/png","size":2531952,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/28\/AI-rendering--1-.png?itok=TnYqo2kO"}},"681270":{"id":"681270","type":"image","title":"The research team stands outside of George Tower, ISyE\u0027s new home in Tech Square.","body":null,"created":"1790606883","gmt_created":"2026-09-28 14:48:03","changed":"1790606883","gmt_changed":"2026-09-28 14:48:03","alt":"The research team stands outside of George Tower, ISyE\u0027s new home in Tech Square.","file":{"fid":"265639","name":"IMG_2960--1-.jpg","image_path":"\/sites\/default\/files\/2026\/09\/28\/IMG_2960--1-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/28\/IMG_2960--1-.jpg","mime":"image\/jpeg","size":3269861,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/28\/IMG_2960--1-.jpg?itok=QMax2sXU"}}},"media_ids":["681269","681268","681270"],"groups":[{"id":"1237","name":"College of Engineering"},{"id":"1188","name":"Research Horizons"},{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"145","name":"Engineering"},{"id":"194685","name":"Manufacturing"},{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39461","name":"Manufacturing, Trade, and Logistics"},{"id":"39541","name":"Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAnna Akins, Communications Manager I\u003Cbr\u003EResearcher photos taken by Medha Gollakoti, ISyE student assistant.\u0026nbsp;\u003Cbr\u003EAI illustration created using Microsoft Copilot.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692765":{"#nid":"692765","#data":{"type":"news","title":"Georgia Tech\u0027s Space Research Institute Names Two Associate Directors","body":[{"value":"\u003Cp\u003EThe Georgia Tech \u003Ca href=\u0022https:\/\/space.gatech.edu\u0022\u003ESpace Research Institute\u003C\/a\u003E (SRI) has appointed \u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/david-ballantyne\u0022\u003EDavid Ballantyne\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/iac.gatech.edu\/people\/person\/mariel-borowitz\u0022\u003EMariel Borowitz\u003C\/a\u003E as associate directors, expanding the institute\u0027s leadership team as it continues to strengthen Georgia Tech\u0027s position as a leader in space research, education, and engagement.\u003C\/p\u003E\u003Cp\u003ESince its launch in 2025, SRI has brought together researchers from across campus to advance interdisciplinary space initiatives and create new opportunities for collaboration. In their new roles, Ballantyne and Borowitz will help guide the institute\u0027s growth by strengthening both internal research connections and external partnerships across the broader space community.\u003C\/p\u003E\u003Cp\u003E\u201cDavid and Mariel bring complementary strengths that will be invaluable as we continue building SRI,\u201d said Jud Ready, executive director of SRI. \u201cDavid has a deep understanding of the research enterprise at Georgia Tech and a passion for connecting people and ideas across disciplines. Mariel brings extensive experience working across government, industry, and the international space community. Together, they will help us strengthen Georgia Tech\u0027s space ecosystem and expand our impact far beyond campus.\u201d\u003C\/p\u003E\u003Ch3\u003EStrengthening Georgia Tech\u0027s Research Community\u003C\/h3\u003E\u003Cp\u003ESince joining the Institute in 2008 as a founding faculty member of the \u003Ca href=\u0022https:\/\/cra.gatech.edu\/\u0022\u003ECenter for Relativistic Astrophysics\u003C\/a\u003E, Ballantyne has helped advance both space science and academic leadership across campus.\u003C\/p\u003E\u003Cp\u003EA professor in the School of Physics, he studies the evolution of galaxies and their central black holes, as well as the physics of accretion disks around black holes and neutron stars. He has authored more than 140 peer-reviewed publications and served as associate chair of the \u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E for nearly a decade.\u003C\/p\u003E\u003Cp\u003EAs associate director, Ballantyne will focus on cultivating connections across Georgia Tech\u0027s space research community and identifying opportunities for new interdisciplinary collaborations.\u003C\/p\u003E\u003Cp\u003E\u201cI view SRI as a catalyst \u2014 a mechanism to spark new and transformative areas of space research at Georgia Tech that will grow to national and international prominence,\u201d Ballantyne said. \u201cThere is so much innovative space research happening across campus, and one of SRI\u0027s most important roles is helping researchers find the connections and collaborations that can spark new ideas and discoveries.\u201d\u003C\/p\u003E\u003Cp\u003EBallantyne says he is particularly interested in helping position Georgia Tech as a leader in understanding the opportunities and challenges presented by artificial intelligence in space systems.\u003C\/p\u003E\u003Cp\u003E\u201cMy goal is to be out in the community, learning about the breadth of space research happening across campus and identifying ways SRI can accelerate that work,\u201d he said. \u201cAI technologies are poised to transform space exploration, scientific discovery, national security, and commercial space operations. SRI is uniquely positioned to help Georgia Tech lead those conversations.\u201d\u003C\/p\u003E\u003Ch3\u003EBuilding Partnerships Beyond Campus\u003C\/h3\u003E\u003Cp\u003EAs space activities become increasingly interconnected across government, industry, and academia, strong partnerships are essential to translating research into real-world impact. That collaborative spirit is central to the work of Mariel Borowitz, an associate professor in the \u003Ca href=\u0022https:\/\/inta.gatech.edu\/\u0022\u003ESam Nunn School of International Affairs\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EBorowitz, who also serves as director of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/policy.space.gatech.edu\/\u0022\u003ECenter for Space Policy and International Relations\u003C\/a\u003E, is widely recognized for her expertise in space policy, international cooperation, and the governance of emerging space activities. Her work has connected her with space agencies, private companies, and policymakers around the world, providing a valuable perspective on opportunities for Georgia Tech to expand its engagement with the broader space community.\u003C\/p\u003E\u003Cp\u003EIn her role as associate director, Borowitz will focus on growing SRI\u0027s partnerships with industry, government, and the broader space community.\u003C\/p\u003E\u003Cp\u003E\u201cMy focus as associate director will be on building partnerships between Georgia Tech and the broader space community,\u201d Borowitz said. \u201cGeorgia Tech has tremendous expertise across science, engineering, policy, economics, and international affairs. By working across those disciplines, we can help address the complex challenges facing the future of space development while creating new opportunities for collaboration and impact.\u201d\u003C\/p\u003E\u003Cp\u003EBorowitz sees SRI as a powerful mechanism for connecting Georgia Tech\u0027s diverse strengths and amplifying their collective impact.\u003C\/p\u003E\u003Cp\u003E\u201cReal-world challenges and opportunities are inherently interdisciplinary,\u201d she said. \u201cThe Space Research Institute allows us to bring together expertise from across Georgia Tech to develop more complete solutions and create new possibilities for the future of space.\u201d\u003C\/p\u003E\u003Ch3\u003ELooking Ahead\u003C\/h3\u003E\u003Cp\u003ETogether, Ballantyne and Borowitz will help advance SRI\u0027s mission of connecting researchers, educators, students, industry leaders, and policymakers to address the most pressing opportunities and challenges in space.\u003C\/p\u003E\u003Cp\u003E\u201cSpace exploration has always challenged us to think bigger, work across boundaries, and pursue questions that no single discipline can answer alone,\u201d said Ready, who also serves as a principal research engineer at the \u003Ca href=\u0022https:\/\/gtri.gatech.edu\/\u0022\u003EGeorgia Tech Research Institute\u003C\/a\u003E. \u201cDavid and Mariel embody that spirit of collaboration, and their leadership will help us create new opportunities for discovery, innovation, and impact at Georgia Tech and beyond.\u201d\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EDavid Ballantyne and Mariel Borowitz join SRI\u0027s leadership team to strengthen interdisciplinary research, expand strategic partnerships, and advance Georgia Tech\u0027s growing space enterprise.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"David Ballantyne and Mariel Borowitz join SRI\u0027s leadership team to strengthen interdisciplinary research, expand strategic partnerships, and advance Georgia Tech\u0027s growing space enterprise."}],"uid":"35575","created_gmt":"2026-09-22 18:34:05","changed_gmt":"2026-09-22 18:38:11","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-22T00:00:00-04:00","iso_date":"2026-09-22T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681223":{"id":"681223","type":"image","title":"Ballantyne-Borowitz.png","body":"\u003Cp\u003EDavid Ballantyne, professor in Georgia Tech\u2019s School of Physics, and Mariel Borowitz, associate professor in the Sam Nunn School of International Affairs, have been appointed associate directors of the Space Research Institute (SRI).\u003C\/p\u003E","created":"1790102080","gmt_created":"2026-09-22 18:34:40","changed":"1790102080","gmt_changed":"2026-09-22 18:34:40","alt":"Side-by-side headshots of two people. On the left, a person with short brown hair, glasses, and a trimmed beard wears a blue collared shirt against a white textured background. On the right, a person with long brown hair wears a yellow patterned top against a softly blurred gray background.","file":{"fid":"265590","name":"Ballantyne-Borowitz.png","image_path":"\/sites\/default\/files\/2026\/09\/22\/Ballantyne-Borowitz.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/22\/Ballantyne-Borowitz.png","mime":"image\/png","size":4649838,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/22\/Ballantyne-Borowitz.png?itok=YPudirdl"}}},"media_ids":["681223"],"related_links":[{"url":"https:\/\/www.space.gatech.edu","title":"Learn More About the Space Research Institute"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"126011","name":"School of Physics"},{"id":"660370","name":"Space"}],"categories":[{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"194701","name":"go-resarchnews"}],"core_research_areas":[{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"193657","name":"Space Research Initiative"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:audra.davidson@research.gatech.edu\u0022\u003EAudra Davidson\u003C\/a\u003E\u003Cbr\u003EResearch Communications Manager, Space Research Institute\u003C\/p\u003E","format":"limited_html"}],"email":["audra.davidson@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692643":{"#nid":"692643","#data":{"type":"news","title":"Internship Highlights Industry\u2019s Role in Advancing Safe, Trustworthy AI","body":[{"value":"\u003Cp\u003EAcademic researchers often focus on advancing fundamental knowledge, while industry puts that knowledge into practice. This summer, Ph.D. student\u0026nbsp;\u003Ca href=\u0022https:\/\/mphute.github.io\/\u0022\u003EMansi Phute\u003C\/a\u003E experienced both sides of the process during an internship focused on making artificial intelligence (AI) safe, trustworthy, and reliable.\u003C\/p\u003E\u003Cp\u003EUpon returning to Georgia Tech, Phute reflected on her summer internship and what it taught her about the evolving relationship between research and industry.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EStudent:\u003C\/strong\u003E Mansi Phute\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EResearch Interests:\u003C\/strong\u003E Machine learning (ML) robustness and artificial intelligence (AI) safety\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDegree Program:\u003C\/strong\u003E Ph.D. in Computer Science\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFaculty Advisor\u003C\/strong\u003E: School of CSE Professor and Associate Chair\u0026nbsp;\u003Ca href=\u0022https:\/\/poloclub.github.io\/polochau\/\u0022\u003EPolo Chau\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E2026 Internship\u003C\/strong\u003E: International Business Machines (\u003Ca href=\u0022https:\/\/www.ibm.com\/us-en\u0022\u003EIBM\u003C\/a\u003E), San Jose, California\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat about IBM interested you in applying for and accepting an internship there?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EIBM is often at the forefront of AI safety, my field of interest, and has a culture that encourages exploratory and fundamental research. I felt this would give me a closer look at cutting-edge industry approaches without compromising on my research interests or my progress toward my thesis.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow well did your coursework and experience at Georgia Tech prepare you for your IBM internship?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EMy experience at Georgia Tech was very helpful in preparing me for IBM. My coursework and other academic experiences certainly transferred over, but I believe that the wide range of people I met during those courses and what I learned from them helped me connect and relate strongly with people at IBM. Being conversant in different fields of research really helped me interact better with IBM coworkers and feel comfortable in a new environment.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat did you work on while interning at IBM?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EI worked on IBM\u2019s AI Foundations team, focusing on the security of multimodal agent communication during my internship. This is an important problem as we see an increase in agents applied in many use cases. It was also closely aligned with my research interests of AI safety.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDo you have a favorite memory or remarkable achievement from your internship?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EOne of my favorite moments was presenting my work to a broad, cross-team audience of technical and non-technical members. Afterward, my manager told me I was good at explaining my research to people with varying levels of familiarity with the domain. This feedback meant a lot to me because communicating clearly across different audiences is a skill I\u0027ve deliberately worked to improve. So, hearing that the effort was paying off was very rewarding.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOverall, how helpful was this internship toward your studies at Georgia Tech and your career as an aspiring researcher?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EThis internship was very valuable for my development as an aspiring researcher. I worked alongside accomplished people in the AI safety field on projects that aligned closely with my research interests. I also saw how those same projects connect to a company\u0027s broader business priorities, a perspective that isn\u2019t easily available in academic settings. I shared many fruitful discussions with people working in safety, policy, and alignment, which gave me a much clearer sense of how industry approaches these issues compared to the more academic-oriented framing I am used to.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBased on what you learned during your internship, how important is private industry in progressing research and scientific discovery?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EWorking in private industry was a fascinating experience. I come away believing that industry plays an important role in advancing research, especially in AI, where companies have access to computing resources that are less prohibitive than in academic environments. I also think that because private industry has a strong hand in implementing and deploying research,\u0026nbsp;understanding industry priorities can help us frame and design our research in ways that complement industry applications. This ensures research has a bigger impact, particularly in the domain of ML safety and reliability.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAcademic researchers often focus on advancing fundamental knowledge, while industry puts that knowledge into practice. This summer, Ph.D. student\u0026nbsp;\u003Ca href=\u0022https:\/\/mphute.github.io\/\u0022\u003EMansi Phute\u003C\/a\u003E experienced both sides of the process during an internship focused on making artificial intelligence (AI) safe, trustworthy, and reliable.\u003C\/p\u003E\u003Cp\u003EUpon returning to Georgia Tech, Phute reflected on her summer internship and what it taught her about the evolving relationship between research and industry.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ph.D. student Mansi Phute spent this summer at an internship focused on making artificial intelligence (AI) safe, trustworthy, and reliable."}],"uid":"36319","created_gmt":"2026-09-17 15:48:44","changed_gmt":"2026-09-21 14:49:44","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-17T00:00:00-04:00","iso_date":"2026-09-17T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681184":{"id":"681184","type":"image","title":"MP-Head-Image.jpg","body":null,"created":"1789660134","gmt_created":"2026-09-17 15:48:54","changed":"1789660134","gmt_changed":"2026-09-17 15:48:54","alt":"CSE Mansi Phute","file":{"fid":"265549","name":"MP-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/09\/17\/MP-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/17\/MP-Head-Image.jpg","mime":"image\/jpeg","size":139529,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/17\/MP-Head-Image.jpg?itok=ip-e5Jk6"}},"681185":{"id":"681185","type":"image","title":"MP-IBM-Internship.jpg","body":null,"created":"1789660171","gmt_created":"2026-09-17 15:49:31","changed":"1789660171","gmt_changed":"2026-09-17 15:49:31","alt":"CSE Mansi Phute","file":{"fid":"265550","name":"MP-IBM-Internship.jpg","image_path":"\/sites\/default\/files\/2026\/09\/17\/MP-IBM-Internship.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/17\/MP-IBM-Internship.jpg","mime":"image\/jpeg","size":208527,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/17\/MP-IBM-Internship.jpg?itok=IniBDOHb"}}},"media_ids":["681184","681185"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"194609","name":"Industry"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"9153","name":"Research Horizons"},{"id":"187915","name":"go-researchnews"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"},{"id":"187812","name":"artificial intelligence (AI)"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692727":{"#nid":"692727","#data":{"type":"news","title":"Internship Explores Government\u2019s Investment for the Future","body":[{"value":"\u003Cp\u003EMany scientific breakthroughs begin with long-term research investments. Government agencies often play a central role in this process, supporting work that addresses national priorities while laying the foundation for future innovations.\u003C\/p\u003E\u003Cp\u003EThis summer, M.S. student \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/joey-cuthbert\/\u0022\u003EJoey Cuthbert\u003C\/a\u003E contributed to this mission through an internship at the Air Force Research Laboratory (AFRL). Upon returning to campus, Cuthbert reflected on his internship and what he learned working alongside researchers in government and the defense community. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EStudent:\u003C\/strong\u003E Joey Cuthbert\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EResearch Interests:\u003C\/strong\u003E Machine learning (ML), model-based systems engineering\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDegree Program:\u003C\/strong\u003E M.S. in Computational Science and Engineering, home unit in \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E2026 Internship\u003C\/strong\u003E: Sensors Directorate Internship Program with Air Force Research Laboratory (\u003Ca href=\u0022https:\/\/www.afrl.af.mil\/\u0022\u003EAFRL\u003C\/a\u003E) and the National Air and Space Intelligence Center (\u003Ca href=\u0022https:\/\/www.nasic.af.mil\/\u0022\u003ENASIC\u003C\/a\u003E), Beavercreek, Ohio\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat about AFRL interested you in applying for and accepting an internship there?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EThe Sensors Directorate Internship Program (SDIP) provided a unique opportunity to work alongside mentors from AFRL and NASIC on a defense-related research project over a 14-week internship. This aligned with my desire to work on applied ML research in the defense sector and allowed me to better understand the ins and outs of government and government-contracting work. The program provided competitive pay and housing throughout the program, which was a huge plus for me.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow well did your coursework and experience at Georgia Tech prepare you for your AFRL internship?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EMy experience and coursework at Georgia Tech helped me a great deal this summer. I believe my understanding of ML has greatly improved over the past two semesters, which helped me complete my internship project. All of my experiments ran on high-performance computing (HPC) systems, and I felt I had a head start since I completed an HPC class last spring.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat did you work on while interning at AFRL?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EI worked on an image-classification robustness project for convolutional neural networks (CNNs) using synthetic aperture radar (SAR) data. I built a robustness benchmark by testing a model against nine types of noise, and used it to show how we can effectively increase robustness by inducing shape-bias in the model during training.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDo you have a favorite memory or remarkable achievement from your internship?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDuring the summer, we went on a tour of nearby \u003Ca href=\u0022https:\/\/www.wpafb.af.mil\/\u0022\u003EWright-Patterson Air Force Base\u003C\/a\u003E, where we visited the sensors directorate buildings and checked out some of their labs. I also received the best poster presentation award among approximately 40 interns.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOverall, how helpful was this internship toward your studies at Georgia Tech and career as an aspiring researcher?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EThis program provided great strides toward my research career goals. My coursework has provided a great foundation in ML, and I was able to apply this knowledge to a project. The internship offered me lots of autonomy, as well as time to explore different paths to find results.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFrom what you learned on your internship, how important are government agencies in progressing research and scientific discovery?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EI believe government agencies are massively valuable in advancing research and scientific discovery, especially within the defense sector. All work at AFRL has the goal of giving warfighters the greatest advantage possible. This often entails looking 10 to 20 years into the future of science and technology and trying to get there as fast as possible.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EMany scientific breakthroughs begin with long-term research investments. Government agencies often play a central role in this process, supporting work that addresses national priorities while laying the foundation for future innovations.\u003C\/p\u003E\u003Cp\u003EThis summer, M.S. student Joey Cuthbert contributed to this mission through an internship at the Air Force Research Laboratory (AFRL). Upon returning to campus, Cuthbert reflected on his internship and what he learned working alongside researchers in government and the defense community. \u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"This summer, M.S. student Joey Cuthbert completed an internship at the Air Force Research Laboratory (AFRL), supporting work that addresses national priorities while laying the foundation for future innovations."}],"uid":"36319","created_gmt":"2026-09-21 14:42:15","changed_gmt":"2026-09-21 14:48:56","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-21T00:00:00-04:00","iso_date":"2026-09-21T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681208":{"id":"681208","type":"image","title":"JC-Head-Image.jpg","body":null,"created":"1790001748","gmt_created":"2026-09-21 14:42:28","changed":"1790001748","gmt_changed":"2026-09-21 14:42:28","alt":"CSE Joey Cuthbert","file":{"fid":"265574","name":"JC-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/09\/21\/JC-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/21\/JC-Head-Image.jpg","mime":"image\/jpeg","size":99824,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/21\/JC-Head-Image.jpg?itok=pWBltqhA"}},"681209":{"id":"681209","type":"image","title":"SARdust-Poster.jpg","body":null,"created":"1790001781","gmt_created":"2026-09-21 14:43:01","changed":"1790001781","gmt_changed":"2026-09-21 14:43:01","alt":"CSE Joey Cuthbert Poster","file":{"fid":"265575","name":"SARdust-Poster.jpg","image_path":"\/sites\/default\/files\/2026\/09\/21\/SARdust-Poster.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/21\/SARdust-Poster.jpg","mime":"image\/jpeg","size":401402,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/21\/SARdust-Poster.jpg?itok=QqefVp7Y"}}},"media_ids":["681208","681209"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"136","name":"Aerospace"},{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"147","name":"Military Technology"},{"id":"194610","name":"National Interests\/National Security"},{"id":"135","name":"Research"},{"id":"193157","name":"Student Honors and Achievements"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"594","name":"college of engineering"},{"id":"180027","name":". ISyE"},{"id":"2633","name":"Air Force"},{"id":"191204","name":"Air Force Research Laboratory"},{"id":"1325","name":"aerospace"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"9153","name":"Research Horizons"},{"id":"187915","name":"go-researchnews"},{"id":"192863","name":"go-ai"},{"id":"10199","name":"Daily Digest"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39481","name":"National Security"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692596":{"#nid":"692596","#data":{"type":"news","title":"Internship Connects Supercomputing with National Priorities","body":[{"value":"\u003Cp\u003ENational laboratories play a critical role in advancing science, developing energy technologies, and ensuring national security. This summer, Ph.D. student \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/tage-burnett-537549221\/\u0022\u003ETage Burnett\u003C\/a\u003E contributed to that mission firsthand during an internship at Oak Ridge National Laboratory (ORNL) in Tennessee.\u003C\/p\u003E\u003Cp\u003EThe internship provided Burnett with valuable insight into national laboratory research and reinforced skills he developed through his studies at Georgia Tech. When he returned to campus, we asked Burnett to share more about his internship and what he learned.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EStudent:\u003C\/strong\u003E Tage Burnett\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EResearch Interests:\u003C\/strong\u003E Fusion energy, computational plasma physics, high-performance computing, and structure-preserving machine learning\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDegree Program:\u003C\/strong\u003E Ph.D. in Computational Science and Engineering\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFaculty Advisor\u003C\/strong\u003E: School of CSE Assistant Professor \u003Ca href=\u0022https:\/\/tangqi.github.io\/\u0022\u003EQi Tang\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003E2026 Internship\u003C\/strong\u003E: Oak Ridge National Laboratory, Oak Ridge, Tennessee\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMany people are unfamiliar with national laboratories, like ORNL. Could you explain the purpose of these institutions and why they are important?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe Department of Energy (DOE) national laboratories are responsible for moving forward science and technology in the United States and solving high-consequence challenges in science, energy, and national security. They work on both applied and theoretical research with both short-term and long-term returns. ORNL has eight core research areas: biology and environment, energy science, fusion and fission, isotopes, physical sciences, national security, neutron science, and supercomputing. I was an intern in the supercomputing division.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow well did coursework and experience at Georgia Tech prepare you for your ORNL internship?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EMy coursework at Georgia Tech was vital in my preparation for this internship. I wrote highly parallel code where I leaned heavily on what I learned in \u003Cem\u003ECSE 6220: High-Performance Computing\u003C\/em\u003E. I also worked on numerical methods which required an understanding of partial differential equations and numerical linear algebra which I also learned at Georgia Tech from classes like \u003Cem\u003ECSE 6643: Numerical Linear Algebra\u003C\/em\u003E and a space plasma physics course.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat did you work on while interning at ORNL?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAt ORNL, I was a developer on the Adaptive Sparse Grid Discretization (\u003Ca href=\u0022https:\/\/joss.theoj.org\/papers\/10.21105\/joss.06766\u0022\u003EASGarD\u003C\/a\u003E) codebase. The code uses adaptive sparse grids and the Discontinuous Galerkin method to beat the curse of dimensionality and solve high-dimensional partial differential equations (PDEs). \u003Ca href=\u0022https:\/\/github.com\/openjournals\/joss-reviews\/issues\/6766\u0022\u003EThe code\u003C\/a\u003E is designed to simulate fully kinetic plasmas in up to 6-dimensional phase space. My project was to implement an iterative method to solve the efficiently solve the Poisson equation within the codebase. This project gave me hands on experience with linear algebra, numerical PDEs, parallel computing and software engineering which was invaluable to my development as a CSE researcher.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDo you have a favorite memory or remarkable achievement from your internship?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EMy favorite memory from my internship was spending time with the other ORNL interns outside of work. There was an amazing group of interns at ORNL, and it was great getting to know them. One particularly good memory was when we went out to a restaurant with live music and played laser tag during our last week of the internship to celebrate our time at ORNL. The achievement I am most proud of was getting a working, highly efficient version of the Poisson solver into ASGarD. The ASGarD codebase is open source, so I hope other plasma physics researchers will use the code and find it helpful for their research.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhile interning, you were selected for a GEM Fellowship, which Georgia Tech and ORNL nominated you for. What does this fellowship mean to you and is there anything you would like to say to your supporters?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ETo me, receiving the \u003Ca href=\u0022https:\/\/www.gemfellowship.org\/gem-fellowship-program\/#a\u0022\u003EGEM Fellowship\u003C\/a\u003E indicates that other people recognize the hard work I am doing, and they believe in my ability to meaningfully contribute to the field. Having this support from GEM, ORNL, and Georgia Tech gives me greater confidence in myself and my potential and inspires me to put my all into my work. I would like all my supporters to know that I am so grateful for the opportunity you have given me to be a part of the excellent community of researchers within GEM, ORNL, and Georgia Tech. I will do my very best to make your support worthwhile!\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOverall, how helpful was this internship toward your studies at Georgia Tech and career as an aspiring researcher?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe internship was extremely important to both my studies at Georgia Tech and my career as a researcher. The hands-on experience I gained is irreplaceable and it helped me to apply all the skills I have developed throughout my education. I am also optimistic that the internship will open doors for me when I am seeking a job post-graduation.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ENational laboratories play a critical role in advancing science, developing energy technologies, and ensuring national security. This summer, Ph.D. student \u003Cstrong\u003ETage Burnett\u003C\/strong\u003E contributed to that mission firsthand during an internship at Oak Ridge National Laboratory (ORNL) in Tennessee.\u003C\/p\u003E\u003Cp\u003EThe internship provided Burnett valuable insight into national laboratory research and reinforced skills he developed through his studies at Georgia Tech. When he returned to campus, we asked Burnett to share more about his internship and what he learned.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"National laboratories play a critical role in advancing science, developing energy technologies, and ensuring national security. This summer, Ph.D. student Tage Burnett contributed to that mission firsthand during an internship at ORNL."}],"uid":"36319","created_gmt":"2026-09-15 16:02:56","changed_gmt":"2026-09-21 14:48:37","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-15T00:00:00-04:00","iso_date":"2026-09-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681151":{"id":"681151","type":"image","title":"Tage-Burnett-Head-Image.jpg","body":null,"created":"1789488262","gmt_created":"2026-09-15 16:04:22","changed":"1789488262","gmt_changed":"2026-09-15 16:04:22","alt":"CSE Tage Burnett","file":{"fid":"265514","name":"Tage-Burnett-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/09\/15\/Tage-Burnett-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/15\/Tage-Burnett-Head-Image.jpg","mime":"image\/jpeg","size":117243,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/15\/Tage-Burnett-Head-Image.jpg?itok=L5ERGUNS"}},"681153":{"id":"681153","type":"image","title":"TB-ORNL-Mentor.jpeg","body":null,"created":"1789488297","gmt_created":"2026-09-15 16:04:57","changed":"1789488297","gmt_changed":"2026-09-15 16:04:57","alt":"CSE Tage Burnett","file":{"fid":"265515","name":"TB-ORNL-Mentor.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/15\/TB-ORNL-Mentor.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/15\/TB-ORNL-Mentor.jpeg","mime":"image\/jpeg","size":93096,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/15\/TB-ORNL-Mentor.jpeg?itok=9neLNYx7"}}},"media_ids":["681151","681153"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"144","name":"Energy"},{"id":"135","name":"Research"},{"id":"193157","name":"Student Honors and Achievements"},{"id":"8862","name":"Student Research"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"108061","name":"Oak Ridge National Laboratory"},{"id":"663","name":"Department of Energy"},{"id":"167322","name":"supercomputing"}],"core_research_areas":[{"id":"39431","name":"Data Engineering and Science"},{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692612":{"#nid":"692612","#data":{"type":"news","title":"The Hidden Cost of Segregation","body":[{"value":"\u003Cp\u003EA new study by EPIcenter affiliate \u003Cstrong\u003EMarilyn A. Brown\u003C\/strong\u003E and coauthor \u003Cstrong\u003EMajid Ahmadi\u003C\/strong\u003E examines how racial segregation affects what households pay for basic utilities. Using detailed data from Atlanta, Georgia, the authors investigate whether predominantly Black neighborhoods face higher energy burdens only because of income and housing differences, or whether segregation itself plays a direct role. Their analysis combines mortgage denial data, housing information, utility costs, and household income to show how long-standing discriminatory housing and lending practices continue to shape energy affordability today.\u003C\/p\u003E\u003Cp\u003EAhmadi and Brown find that neighborhoods with higher shares of Black residents experience \u003Cstrong\u003Ehigher energy burdens\u003C\/strong\u003E, even after accounting for factors such as income, renter status, and housing characteristics. In this study, energy burden refers mainly to the share of household income spent on electricity, gas, and water. The authors estimate that an \u003Cstrong\u003Eapproximately 11 percentage-point increase in a neighborhood\u2019s Black population share is associated with about a 1 percentage-point increase in household energy burden\u003C\/strong\u003E, equal to an \u003Cstrong\u003Eaverage annual increase of about $785\u003C\/strong\u003E in utility costs. These findings suggest that unequal energy burdens are tied not only to household finances, but also to the lasting effects of segregation and discrimination.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/2026\/09\/14\/the-hidden-cost-of-segregation\/\u0022\u003ERead Full Story on the EPIcenter Page\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA new study by EPIcenter affiliate \u003Cstrong\u003EMarilyn A. Brown\u003C\/strong\u003E and coauthor \u003Cstrong\u003EMajid Ahmadi\u003C\/strong\u003E examines how racial segregation affects what households pay for basic utilities. Using detailed data from Atlanta, Georgia, the authors investigate whether predominantly Black neighborhoods face higher energy burdens only because of income and housing differences, or whether segregation itself plays a direct role. Their analysis combines mortgage denial data, housing information, utility costs, and household income to show how long-standing discriminatory housing and lending practices continue to shape energy affordability today.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A new study by EPIcenter affiliate Marilyn A. Brown and coauthor Majid Ahmadi examines how racial segregation affects what households pay for basic utilities. "}],"uid":"36413","created_gmt":"2026-09-16 13:13:04","changed_gmt":"2026-09-16 13:16:17","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-15T00:00:00-04:00","iso_date":"2026-09-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681162":{"id":"681162","type":"image","title":"hiddencostAdobeStock_669231771-1536x1023.jpeg","body":null,"created":"1789564394","gmt_created":"2026-09-16 13:13:14","changed":"1789564394","gmt_changed":"2026-09-16 13:13:14","alt":"View of downtown Atlanta from surrounding neighborhoods","file":{"fid":"265524","name":"hiddencostAdobeStock_669231771-1536x1023.jpeg","image_path":"\/sites\/default\/files\/2026\/09\/16\/hiddencostAdobeStock_669231771-1536x1023.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/16\/hiddencostAdobeStock_669231771-1536x1023.jpeg","mime":"image\/jpeg","size":234674,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/16\/hiddencostAdobeStock_669231771-1536x1023.jpeg?itok=aHc3ftw3"}}},"media_ids":["681162"],"related_links":[{"url":"https:\/\/epicenter.energy.gatech.edu\/2026\/09\/14\/the-hidden-cost-of-segregation\/","title":"Full Story on the EPIcenter Webpage"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"131","name":"Economic Development and Policy"},{"id":"144","name":"Energy"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:ggonzalez68@gatech.edu\u0022\u003EGil Gonzalez\u003C\/a\u003E, Program Coordinator,\u0026nbsp;\u003Cbr\u003EEnergy Policy and Innovation Center\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692611":{"#nid":"692611","#data":{"type":"news","title":"As Oil Profits Skyrocket, Calls for Windfall Taxes Rise","body":[{"value":"\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003EBy \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/profiles\/tibor-besedes-2656327\u0022 rel=\u0022author\u0022\u003E\u003Cem\u003E\u003Cstrong\u003ETibor Besede\u0161\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E, Professor of Economics, Georgia Institute of Technology\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EWhen Chevron reported its \u003Ca href=\u0022https:\/\/www.reuters.com\/business\/energy\/chevron-records-highest-quarterly-profit-six-years-beating-analyst-estimates-2026-07-31\/\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Ehighest quarterly profit in six years\u003C\/a\u003E on July 31, 2026, it was just one detail in a larger picture: Analyst firm Wood Mackenzie estimates the global oil and gas industry is on course for a \u003Ca href=\u0022https:\/\/www.woodmac.com\/press-releases\/wood-mackenzie-mid-year-outlook-oil-and-gas-industry-cash-rich-but-capital-cautious-as-nearly-half-a-trillion-dollar-windfall-fails-to-trigger-a-spending-surge\/\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Ecash windfall of US$495 billion in 2026\u003C\/a\u003E. That\u2019s profit above and beyond what the industry expected before the U.S.-Israel war with Iran began.\u003C\/p\u003E\u003Cp\u003EThree separate bills seeking to tax those profits are now in Congress, and President Donald Trump has even said the oil companies are \u201c\u003Ca href=\u0022https:\/\/www.theguardian.com\/us-news\/2026\/aug\/07\/trump-windfall-tax-big-oil-iran-war\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Emaking too much money\u003C\/a\u003E.\u201d\u003C\/p\u003E\u003Cp\u003EAs an \u003Ca href=\u0022https:\/\/scholar.google.com\/citations?user=p4hJf78AAAAJ\u0026amp;hl=en\u0026amp;oi=ao\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Eapplied microeconomist\u003C\/a\u003E, I am often asked how taxes affect economic activity. Economists have long held a more nuanced view of windfall taxes than either side of the current debate suggests. Advocates often make overly optimistic revenue projections, and opponents often overstate how much such a tax might discourage investment. A 1980s U.S. windfall-tax experiment is instructive on both counts.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/as-oil-profits-skyrocket-calls-for-windfall-taxes-rise-288990\u0022\u003ERead Full Story on The Conversation\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EWhen Chevron reported its \u003Ca href=\u0022https:\/\/www.reuters.com\/business\/energy\/chevron-records-highest-quarterly-profit-six-years-beating-analyst-estimates-2026-07-31\/\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Ehighest quarterly profit in six years\u003C\/a\u003E on July 31, 2026, it was just one detail in a larger picture: Analyst firm Wood Mackenzie estimates the global oil and gas industry is on course for a \u003Ca href=\u0022https:\/\/www.woodmac.com\/press-releases\/wood-mackenzie-mid-year-outlook-oil-and-gas-industry-cash-rich-but-capital-cautious-as-nearly-half-a-trillion-dollar-windfall-fails-to-trigger-a-spending-surge\/\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Ecash windfall of US$495 billion in 2026\u003C\/a\u003E. That\u2019s profit above and beyond what the industry expected before the U.S.-Israel war with Iran began.\u003C\/p\u003E\u003Cp\u003EThree separate bills seeking to tax those profits are now in Congress, and President Donald Trump has even said the oil companies are \u201c\u003Ca href=\u0022https:\/\/www.theguardian.com\/us-news\/2026\/aug\/07\/trump-windfall-tax-big-oil-iran-war\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Emaking too much money\u003C\/a\u003E.\u201d\u003C\/p\u003E\u003Cp\u003EAs an \u003Ca href=\u0022https:\/\/scholar.google.com\/citations?user=p4hJf78AAAAJ\u0026amp;hl=en\u0026amp;oi=ao\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Eapplied microeconomist\u003C\/a\u003E, I am often asked how taxes affect economic activity. Economists have long held a more nuanced view of windfall taxes than either side of the current debate suggests. Advocates often make overly optimistic revenue projections, and opponents often overstate how much such a tax might discourage investment. A 1980s U.S. windfall-tax experiment is instructive on both counts.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"As an applied microeconomist, I am often asked how taxes affect economic activity. Economists have long held a more nuanced view of windfall taxes than either side of the current debate suggests. "}],"uid":"36413","created_gmt":"2026-09-16 13:10:02","changed_gmt":"2026-09-16 13:10:02","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-12T00:00:00-04:00","iso_date":"2026-08-12T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"related_links":[{"url":"https:\/\/theconversation.com\/as-oil-profits-skyrocket-calls-for-windfall-taxes-rise-288990","title":"Read Full Story on The Conversation"}],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"131","name":"Economic Development and Policy"},{"id":"144","name":"Energy"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692601":{"#nid":"692601","#data":{"type":"news","title":"GTRI Opens Secure Facility to Work Directly with U.S. Space Force","body":[{"value":"\u003Cp\u003ECOLORADO SPRINGS, Colo. \u2014 On a clear morning at the foot of the Rocky Mountains, Georgia Tech Research Institute (GTRI) engineers, scientists, and staff along with members of Colorado\u0027s congressional delegation gathered to cut the ribbon on a facility built for a single purpose: to let the nation\u0027s top technologists and its newest military branch solve hard problems in the same room.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe GTRI field office, which includes a new large secure classified workspace, will house GTRI engineers and scientists working shoulder to shoulder with U.S. Space Force teams. The Colorado Springs Field Office currently has forty GTRI personnel on staff. \u0026nbsp;The arrangement reflects a growing conviction inside the defense community that the pace of modern threats requires a closer, faster collaboration between researchers and the warfighters they support.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe won\u2019t have to go through layers of translation because the government people with technology needs will be sitting next to the GTRI engineers offering solutions. It makes for a very close interaction that we expect to continue for many years to come\u201d said John Bunnell, GTRI\u2019s Director of Space Program Development.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/gtri.gatech.edu\/newsroom\/gtri-opens-secure-facility-work-directly-space-force \u0022\u003ERead the entire article\u003C\/a\u003E on the GTRI News page\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech Research Institute (GTRI) engineers, scientists, and staff along with members of Colorado\u0027s congressional delegation gathered to cut the ribbon on a facility built for a single purpose: to let the nation\u0027s top technologists and its newest military branch solve hard problems in the same room.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The new space puts Georgia Tech engineers and scientists side by side with military teams as Colorado Springs cements its role as a hub for space defense."}],"uid":"27303","created_gmt":"2026-09-15 17:55:13","changed_gmt":"2026-09-15 17:59:46","author":"John Toon","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-15T00:00:00-04:00","iso_date":"2026-09-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681155":{"id":"681155","type":"image","title":"Congressman Crank cuts the ribbon on GTRI\u2019s new secure facility ","body":"\u003Cp\u003ECongressman Crank cuts the ribbon on GTRI\u2019s new secure facility where researchers will work next to U.S. Space Force teams. \u0026nbsp;\u003C\/p\u003E","created":"1789494003","gmt_created":"2026-09-15 17:40:03","changed":"1789494231","gmt_changed":"2026-09-15 17:43:51","alt":"Congressman cuts ribbon for GTRI facility","file":{"fid":"265516","name":"4-ribbon-cutting-crank.jpg","image_path":"\/sites\/default\/files\/2026\/09\/15\/4-ribbon-cutting-crank.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/15\/4-ribbon-cutting-crank.jpg","mime":"image\/jpeg","size":2910375,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/15\/4-ribbon-cutting-crank.jpg?itok=Nor26BtW"}}},"media_ids":["681155"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"147","name":"Military Technology"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193653","name":"Georgia Tech Research Institute"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["gtri.media@gtri.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692179":{"#nid":"692179","#data":{"type":"news","title":"New Center Seeks to Unlock the Science of Turbulence for Energy, Flight, and Discovery","body":[{"value":"\u003Cp\u003EMost people know turbulence as the force that can make airplane flights bumpy. Scientists recognize it as one of the most important, yet unsolved, problems in physics.\u003C\/p\u003E\u003Cp\u003EDespite decades of research, the chaotic nature of turbulence makes it difficult to predict and control. This challenge impedes more than smoother air travel. Solving the turbulence problem could lead to advances in areas ranging from sustainable energy to training a smarter workforce for the era of artificial intelligence (AI).\u003C\/p\u003E\u003Cp\u003ETo advance understanding of turbulence, the National Science Foundation is establishing a new, $30 million Science and Technology Center (\u003Ca href=\u0022https:\/\/www.nsf.gov\/news\/nsf-launches-three-new-science-technology-centers-90m\u0022\u003ESTC\u003C\/a\u003E) at Michigan State University. Georgia Tech is among eight universities supporting the center.\u003C\/p\u003E\u003Cp\u003EAssistant Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/tangqi.github.io\/\u0022\u003EQi Tang\u003C\/a\u003E will join the STC for Transformative Explorations in Multi-Physics and Engineering of Scientific Turbulence (\u003Ca href=\u0022https:\/\/tempest-stc.msu.edu\/\u0022\u003ETEMPEST\u003C\/a\u003E). TEMPEST, launching on Sept. 1, aims to build trustworthy, predictive models of real-world turbulence.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETang will lead TEMPEST\u2019s modeling and scientific machine learning (ML) efforts. NSF will fund Tang and Georgia Tech with over $1 million from the center\u2019s five-year, $30 million award.\u003C\/p\u003E\u003Cp\u003EBy understanding and predicting turbulence, TEMPEST can unlock new applications, with a focus on fusion energy and national security. The center will also generate long-term research projects with applications in air and space flight, manufacturing, chemistry, and broaden science education and AI fluency.\u003C\/p\u003E\u003Cp\u003E\u201cTurbulence has resisted prediction for a century,\u201d said Tang, a faculty member in the\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E (CSE).\u003C\/p\u003E\u003Cp\u003E\u201cSTC TEMPEST aims to develop a unified, predictive science that advances fusion energy, improves hypersonic technologies, and deepens our understanding of how stars created the elements that make up our world and ourselves. For everyday people, the center points toward abundant clean energy and faster, more efficient flight.\u0022\u003C\/p\u003E\u003Cp\u003ETurbulence is the motion of a fluid characterized by chaotic changes in pressure and speed. Turbulent flows can occur across all scales, from interactions between subatomic particles to astrophysical scales, including supernovas, black holes, and cosmic rays.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWhile turbulent flows are common and occur naturally, scientists still do not fully understand them. Small changes in a turbulent flow can produce dramatically different outcomes. Combined with the countless interactions across multiple scales of time and space, this makes turbulence extraordinarily difficult to predict.\u003C\/p\u003E\u003Cp\u003E\u201cRather than studying individual pieces of this enormously complex problem in isolation, we are bringing together theory, experimentation, computation and artificial intelligence to develop a deeper understanding of turbulence across scales,\u201d\u0026nbsp;\u003Ca href=\u0022https:\/\/msutoday.msu.edu\/news\/2026\/08\/nsf-grant-turbulence-research-center\u0022\u003Esaid Michael Murillo\u003C\/a\u003E, an MSU professor and the director of TEMPEST.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cOur goal is not simply to understand turbulence better, but to make it predictable and controllable in ways that will enable new technologies and scientific discoveries.\u201d\u003C\/p\u003E\u003Cp\u003EThe NSF TEMPEST award supports students and researchers at Michigan State University,\u0026nbsp;\u003Ca href=\u0022https:\/\/wire.auburn.edu\/content\/cosam\/2026\/08\/261600-nsf-turbulence-center.php?utm_source=auburn-today\u0026amp;utm_medium=web\u0022\u003EAuburn University\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/news.web.baylor.edu\/news\/story\/2026\/baylor-astrophysicists-among-partners-30-million-nsf-grant-establish-turbulence\u0022\u003EBaylor University\u003C\/a\u003E, Georgia Tech,\u0026nbsp;\u003Ca href=\u0022https:\/\/blogs.sjsu.edu\/newsroom\/2026\/sjsu-researchers-join-30m-nsf-science-and-technology-center-to-tackle-turbulence\/\u0022\u003ESan Jos\u00e9 State University\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.tamucc.edu\/news\/2026\/08\/images\/tamu-cc-researcher-to-be-part-of-nsf-funded-turbulence-research-center.php\u0022\u003ETexas A\u0026amp;M University-Corpus Christi\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.rochester.edu\/newscenter\/nsf-funded-tempest-turbulence-research-center-716372\/\u0022\u003EUniversity of Rochester\u003C\/a\u003E, and\u0026nbsp;\u003Ca href=\u0022https:\/\/news.yale.edu\/2026\/08\/28\/tempest-collaboration-will-take-turbulence\u0022\u003EYale University\u003C\/a\u003E to combine theory, computation, AI techniques, and experimentation to build trustworthy predictive models of real-world turbulence for high-consequence applications.\u003C\/p\u003E\u003Cp\u003EAdditional partners include Los Alamos National Laboratory, Sandia National Laboratories, Lawrence Livermore National Laboratory, Pacific Fusion, and General Atomics.\u003C\/p\u003E\u003Cp\u003ETogether, TEMPEST researchers will build more accurate and reliable physics-grounded models. The center will test new ideas against real-world observations, then use those results to refine the models.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETang contributes expertise in ML, scientific computing, and plasma physics to STC TEMPEST.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEarlier this year, Tang received an \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/department-energy-award-power-nuclear-research-machine-learning\u0022\u003EEarly Career Research award\u003C\/a\u003E from the Department of Energy\u2019s Office of Science. He is using the award to build ML and data science tools that help scientists analyze massive datasets from fusion experiments and simulations.\u003C\/p\u003E\u003Cp\u003EThis interdisciplinary approach is intended to move science from understanding why turbulence behaves as it does to predicting how it will behave. Through prediction and simulation, scientists could eventually engineer solutions to control turbulence in real-world scenarios.\u003C\/p\u003E\u003Cp\u003EThe center will make its data and software broadly available and engage the public through museum exhibitions, immersive media, and educational programs that are expected to reach more than 10,000 K-12 students annually. TEMPEST will also help train an AI-fluent scientific workforce prepared to tackle complex problems across disciplines.\u003C\/p\u003E\u003Cp\u003E\u201cOne reason I am excited to work in TEMPEST is because it aligns perfectly with our School of CSE mission. As a discipline, CSE complements theory and experimentation as a mode of scientific discovery,\u201d Tang said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe build computational models to simulate scientific and engineering concepts, like turbulence in this case, so that we can test theories that are too difficult, expensive, or risky for physical experiments.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETo advance understanding of turbulence, the National Science Foundation is establishing a new, $30 million Science and Technology Center (\u003Ca href=\u0022https:\/\/www.nsf.gov\/news\/nsf-launches-three-new-science-technology-centers-90m\u0022\u003ESTC\u003C\/a\u003E) at Michigan State University. Georgia Tech is among eight universities supporting the center.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"To advance understanding of turbulence, the National Science Foundation is establishing a new, $30 million Science and Technology Center (STC) at Michigan State University. Georgia Tech is among eight universities supporting the center."}],"uid":"36319","created_gmt":"2026-09-01 16:21:43","changed_gmt":"2026-09-10 19:00:07","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681026":{"id":"681026","type":"image","title":"TEMPEST-Head-Image.png","body":null,"created":"1788279712","gmt_created":"2026-09-01 16:21:52","changed":"1788279712","gmt_changed":"2026-09-01 16:21:52","alt":"TEMPEST Supernova","file":{"fid":"265373","name":"TEMPEST-Head-Image.png","image_path":"\/sites\/default\/files\/2026\/09\/01\/TEMPEST-Head-Image.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/01\/TEMPEST-Head-Image.png","mime":"image\/png","size":900620,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/01\/TEMPEST-Head-Image.png?itok=SqyzW4L4"}},"681027":{"id":"681027","type":"image","title":"Collapsing-Star.png","body":null,"created":"1788281400","gmt_created":"2026-09-01 16:50:00","changed":"1788281400","gmt_changed":"2026-09-01 16:50:00","alt":"TEMPEST Collapsing Star","file":{"fid":"265375","name":"Collapsing-Star.png","image_path":"\/sites\/default\/files\/2026\/09\/01\/Collapsing-Star.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/01\/Collapsing-Star.png","mime":"image\/png","size":169940,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/01\/Collapsing-Star.png?itok=GAu9n5Pu"}}},"media_ids":["681026","681027"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"136","name":"Aerospace"},{"id":"194606","name":"Artificial Intelligence"},{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"42911","name":"Education"},{"id":"144","name":"Energy"},{"id":"145","name":"Engineering"},{"id":"132","name":"Institute Leadership"},{"id":"194685","name":"Manufacturing"},{"id":"147","name":"Military Technology"},{"id":"194610","name":"National Interests\/National Security"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"9153","name":"Research Horizons"},{"id":"187915","name":"go-researchnews"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"9167","name":"machine learning"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"195119","name":"applied physics"},{"id":"4079","name":"astrophysics"},{"id":"2082","name":"aerospace engineering"},{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39461","name":"Manufacturing, Trade, and Logistics"},{"id":"39481","name":"National Security"},{"id":"193657","name":"Space Research Initiative"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692462":{"#nid":"692462","#data":{"type":"news","title":"Warming Climate Could Actually Increase Physical Activity, Georgia Tech Economist Finds","body":[{"value":"\u003Cp\u003EHardly anyone loves exercising in the festering crucible of a brutal summer heatwave. So it stands to reason that as global temperatures rise, the kind of physical activity that\u2019s so crucial for our health and economic productivity could fall.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBut \u003Ca href=\u0022https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0047272726000745?via%3Dihub\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Erecent research\u003C\/a\u003E from Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/econ.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003ESchool of Economics\u003C\/a\u003E in the Ivan Allen College of Liberal Arts suggests adding an asterisk to earlier research that makes that conclusion, saying previous studies failed to account for one simple fact: people adapt.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia Tech economist \u003Ca href=\u0022https:\/\/iac.gatech.edu\/people\/person\/889222ee-d2fd-599b-9140-79d7dc30afeb\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003EBobby Harris\u003C\/strong\u003E\u003C\/a\u003E used a massive database of Fitbit step count data to measure how temperature shapes physical activity and found that extreme heat cuts step counts by 6% when compared to ideal weather. And while residents of the warmest regions cut their activity by an average of only 354 steps on days over 100 degrees, those living in the coldest regions cut theirs by 1,081, according to Harris\u2019 analysis.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETo be fair, cold bites, too. On days that stay below freezing, people take roughly 1,000 fewer steps. That\u2019s a 12% drop, enough to pack on a pound over the course of a typical Madison, Wisconsin winter, Harris found.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBut as the climate grows warmer, how humanity will respond to warmer temperatures remains a significant concern. In fact, \u003Ca href=\u0022https:\/\/www.bmj.com\/content\/392\/bmj.s514\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Eearlier research\u003C\/a\u003E projected that, by 2050, temperature-driven declines in physical activity could contribute to 500,000 premature deaths a year worldwide and annual productivity losses topping $2.4 billion.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EProjections like those typically assume everyone responds to heat the same way, with no capacity to adapt, Harris said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/iac.gatech.edu\/featured-news\/2026\/09\/climate-change-physical-activity-adaptation\u0022\u003ERead Full Story on the IAC News Page\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022ef65b166366f6499d63005112fb785d6f\u0022\u003E\u003Cstrong\u003EThe Finding\u003C\/strong\u003E: A study led by economist Bobby Harris at Georgia Tech\u0027s Ivan Allen College of Liberal Arts reveals climate change could increase average U.S. physical activity by 893 steps per day by 2099 as people adapt to rising temperatures.\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e89b00ae19f9597ec785b646581c9fc95\u0022\u003E\u003Cstrong\u003EBy the Numbers\u003C\/strong\u003E: Fitbit data used in Harris\u2019 study show that warm-climate residents are \u003Cstrong\u003E50% less sensitive\u003C\/strong\u003E to heat extremes than northern neighbors, \u003Cstrong\u003Ecutting 354 steps on hot days\u003C\/strong\u003E \u003Cstrong\u003Ecompared to 1,081 in cooler regions\u003C\/strong\u003E.\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022eb7df64a5e9dccfd5ae6f4af39678e1e6\u0022\u003E\u003Cstrong\u003EExpert Insight\u003C\/strong\u003E: \u0022There are still significant dangers to rising temperatures, but we must better factor adaptive capacity into conversations about climate change,\u201d Harris said.\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":" study led by economist Bobby Harris at Georgia Tech\u0027s Ivan Allen College of Liberal Arts reveals climate change could increase average U.S. physical activity by 893 steps per day by 2099 as people adapt to rising temperatures. "}],"uid":"36413","created_gmt":"2026-09-09 16:23:47","changed_gmt":"2026-09-09 16:25:50","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681107":{"id":"681107","type":"image","title":"climate-and-activity-paper-harris--1-.jpg","body":null,"created":"1788971073","gmt_created":"2026-09-09 16:24:33","changed":"1788971073","gmt_changed":"2026-09-09 16:24:33","alt":"Person holding a water bottle in their left hand wearing a smart watch and a towel on his shoulder appearing to be after a workout","file":{"fid":"265463","name":"climate-and-activity-paper-harris--1-.jpg","image_path":"\/sites\/default\/files\/2026\/09\/09\/climate-and-activity-paper-harris--1-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/09\/climate-and-activity-paper-harris--1-.jpg","mime":"image\/jpeg","size":59696,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/09\/climate-and-activity-paper-harris--1-.jpg?itok=jVZ4yMKf"}}},"media_ids":["681107"],"related_links":[{"url":"https:\/\/iac.gatech.edu\/featured-news\/2026\/09\/climate-change-physical-activity-adaptation","title":"Read Full Story on IAC News Page"}],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"144","name":"Energy"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692343":{"#nid":"692343","#data":{"type":"news","title":"Assessing Scientific Claims: Agent-Based AI System Answers Tough Questions","body":[{"value":"\u003Cp\u003EAdvances in materials science and drug discovery increasingly depend on robotic laboratories that synthesize and test candidate compounds without human intervention. Artificial intelligence models can now propose custom materials and potential drug molecules far faster than robotic labs can physically test them. The resulting pools of candidate materials dramatically outstrip the availability of experimental testing.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDeciding which candidates deserve scarce laboratory time is itself a hard problem. It requires weighing scientific plausibility against practical constraints \u2014 likely impact, expected effectiveness, and eventual manufacturability \u2014 considerations that are difficult to apply consistently across thousands of candidates.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAn artificial intelligence (AI) program developed at the Georgia Tech Research Institute (GTRI) could provide a new way to narrow that hypothesis pool down to a rate that robotic laboratories can actually test, and more broadly, to evaluate a wide range of scientific and technical claims that would otherwise overwhelm human assessment.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EKnown as FARSCAPE, the program was developed to support a research project organized by the U.S. Defense Advanced Research Projects Agency (DARPA) to evaluate a broad range of feasibility questions. By breaking down challenging questions into smaller components that can be evaluated by a team of independent computer agents, FARSCAPE uses a \u201cchain of thought\u201d approach to provide answers in the form of probabilities. It then helps humans check the rationales for its assessment.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/gtri.gatech.edu\/newsroom\/assessing-scientific-claims-agent-based-ai-system-answers-tough-questions\u0022\u003ERead the full article\u003C\/a\u003E on the Georgia Tech Research Institute news page\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFARSCAPE, an artificial intelligence (AI) program developed at the Georgia Tech Research Institute (GTRI) could provide a new way to evaluate a wide range of scientific and technical claims that would otherwise overwhelm human assessment.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"An artificial intelligence program developed at the Georgia Tech Research Institute could provide a new way to evaluate scientific claims."}],"uid":"27303","created_gmt":"2026-09-04 14:48:35","changed_gmt":"2026-09-04 14:54:00","author":"John Toon","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-04T00:00:00-04:00","iso_date":"2026-09-04T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681071":{"id":"681071","type":"image","title":"FARSCAPE provides a new way to evaluate a wide range of scientific and technical claims","body":"\u003Cp\u003EFARSCAPE provides a new way to evaluate a wide range of scientific and technical claims. The chart shows the step-by-step process.\u003C\/p\u003E","created":"1788532464","gmt_created":"2026-09-04 14:34:24","changed":"1788532744","gmt_changed":"2026-09-04 14:39:04","alt":"User looking at FARSCAPE process diagram on a screen","file":{"fid":"265423","name":"farscape_mockup.jpg","image_path":"\/sites\/default\/files\/2026\/09\/04\/farscape_mockup.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/04\/farscape_mockup.jpg","mime":"image\/jpeg","size":2231564,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/04\/farscape_mockup.jpg?itok=932ef0ir"}}},"media_ids":["681071"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003Egtri.media@gtri.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692299":{"#nid":"692299","#data":{"type":"news","title":"Georgia Tech Researchers Share AI Cyber Challenge Lessons at USENIX Security 2026","body":[{"value":"\u003Cp\u003EWhat can artificial intelligence (AI) do to protect software from cyberattacks?\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers \u003Ca href=\u0022https:\/\/sites.gatech.edu\/winningaixcc\/\u0022\u003Espent two years\u003C\/a\u003E helping to answer that question through \u003Ca href=\u0022https:\/\/www.darpa.mil\/research\/programs\/ai-cyber\u0022\u003EDARPA\u2019s AI Cyber Challenge\u003C\/a\u003E (AIxCC), a competition designed to test whether AI could identify and fix security vulnerabilities in real-world software.\u003C\/p\u003E\u003Cp\u003ENow, they are sharing what they learned with the cybersecurity community.\u003C\/p\u003E\u003Cp\u003ETheir paper, \u003Ca href=\u0022https:\/\/www.usenix.org\/system\/files\/usenixsecurity26-zhang-cen.pdf\u0022\u003E\u003Cem\u003ESoK: DARPA\u2019s AI Cyber Challenge (AIxCC): Competition Design, Architectures, and Lessons Learned\u003C\/em\u003E\u003C\/a\u003E, was presented at \u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\u0022\u003EUSENIX Security 2026,\u003C\/a\u003E one of the world\u0027s leading cybersecurity conferences. The paper was selected as a runner-up for the conference\u2019s distinguished paper award, placing it among 36 recognized papers from 362 accepted papers out of 3,028 submissions.\u003C\/p\u003E\u003Cp\u003EThe paper examines how the seven finalist teams approached the competition and what the results reveal about the future of AI-powered cybersecurity.\u003C\/p\u003E\u003Ch2\u003EPutting AI to the Test\u003C\/h2\u003E\u003Cp\u003EAIxCC challenged teams to build Cyber Reasoning Systems (CRSs) that could operate with minimal human assistance to identify software vulnerabilities, develop fixes, and determine whether security alerts were real threats.\u003C\/p\u003E\u003Cp\u003EThe teams had 143 hours to analyze 53 software projects during the final competition.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech\u2019s \u003Ca href=\u0022https:\/\/team-atlanta.github.io\/\u0022\u003ETeam Atlanta\u003C\/a\u003E, which won the competition, used an approach that combined multiple AI agents with traditional security tools. Other teams used different approaches, including applying AI for specific tasks or building highly autonomous AI agents.\u003C\/p\u003E\u003Cp\u003EThe variety of systems provided researchers with a rare opportunity to compare different approaches to AI-powered cybersecurity.\u003C\/p\u003E\u003Ch2\u003ELesson from the Competition\u003C\/h2\u003E\u003Cp\u003EOne of the biggest lessons was that reliability matters as much as intelligence.\u003C\/p\u003E\u003Cp\u003ESome systems were highly capable but struggled to remain operational while analyzing large, complicated software projects. The strongest systems were often those that could work reliably throughout the competition.\u003C\/p\u003E\u003Cp\u003EThe researchers also found that AI and traditional security tools have different strengths. Traditional tools were still effective at finding common bugs, while AI performed better at reasoning through more complex problems.\u003C\/p\u003E\u003Cp\u003EHowever, AI-generated fixes remain a major challenge.\u003C\/p\u003E\u003Cp\u003EResearchers found that 38% to 46% of AI-generated patches were semantically incorrect. This means a patch might stop a security problem but also break a feature or create another problem.\u003C\/p\u003E\u003Cp\u003EThe results show that AI can play an important role in cybersecurity, but human experts are still needed to verify the safety of AI-generated fixes.\u003C\/p\u003E\u003Ch2\u003ESharing the Lessons\u003C\/h2\u003E\u003Cp\u003E\u003Cstrong\u003ECen\u003C\/strong\u003E \u003Cstrong\u003EZhang\u003C\/strong\u003E, the paper\u2019s first author, said the research offers a unique look at the competition by combining lessons from the finalist teams, organizers, and DARPA\u2019s data.\u003C\/p\u003E\u003Cp\u003E\u201cThis paper provides a unique angle on how AIxCC was designed, the techniques teams used, and what the scores reveal and conceal,\u201d Zhang said.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EJiho\u003C\/strong\u003E \u003Cstrong\u003EKim\u003C\/strong\u003E presented the paper at USENIX Security 2026. He said the presentation was an opportunity to share lessons from two years of work with the broader cybersecurity community.\u003C\/p\u003E\u003Cp\u003E\u201cSeeing the strong interest and thoughtful questions from the audience made the experience particularly rewarding,\u201d Kim said.\u003C\/p\u003E\u003Cp\u003EThe researchers say they hope the lessons from AIxCC will help guide the next generation of cybersecurity tools.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EWhat can artificial intelligence (AI) do to protect software from cyberattacks?\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers spent two years helping to answer that question through DARPA\u2019s AI Cyber Challenge (AIxCC), a competition designed to test whether AI could identify and fix security vulnerabilities in real-world software.\u003C\/p\u003E\u003Cp\u003ENow, they are sharing what they learned with the cybersecurity community.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers spent two years helping to answer the question: What can artificial intelligence (AI) do to protect software from cyberattacks?"}],"uid":"36253","created_gmt":"2026-09-03 19:03:58","changed_gmt":"2026-09-03 19:20:31","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-03T00:00:00-04:00","iso_date":"2026-09-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681067":{"id":"681067","type":"image","title":"USENIX-AIxCC-Paper-web-copy.jpg","body":null,"created":"1788463126","gmt_created":"2026-09-03 19:18:46","changed":"1788463126","gmt_changed":"2026-09-03 19:18:46","alt":"A dark room with a man presenting from a slideshow","file":{"fid":"265418","name":"USENIX-AIxCC-Paper-web-copy.jpg","image_path":"\/sites\/default\/files\/2026\/09\/03\/USENIX-AIxCC-Paper-web-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/USENIX-AIxCC-Paper-web-copy.jpg","mime":"image\/jpeg","size":1074015,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/USENIX-AIxCC-Paper-web-copy.jpg?itok=473Fyfwp"}}},"media_ids":["681067"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"193158","name":"Student Competition Winners (academic, innovation, and research)"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer for the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692255":{"#nid":"692255","#data":{"type":"news","title":"Matthew McDowell Named to National Academies Committee on Future Battery Technologies","body":[{"value":"\u003Cp\u003ESchool of Materials Science and Engineering (MSE) professor Matthew McDowell has been appointed to a National Academies of Sciences, Engineering, and Medicine committee. The appointed committee will explore current and next-generation battery energy storage technologies for defense applications.\u003C\/p\u003E\u003Cp\u003EThe committee, convened through the National Academies\u0027 project \u003Cem\u003EFuture of Battery Technology Options for Defense Applications\u003C\/em\u003E, will identify the strengths and weaknesses of future battery technologies, including an examination of performance, safety, and manufacturability across technology and manufacturing readiness levels. The committee will also identify gaps where research investments could potentially improve battery capabilities across technology and manufacturing readiness levels, creating opportunities to leverage commercially available technologies.\u003C\/p\u003E\u003Cp\u003EWith a joint appointment in MSE and \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003E\u003Cstrong\u003Ethe George W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E, McDowell is internationally recognized for his research on batteries and energy storage materials. His work focuses on understanding how materials change during battery operation and using that knowledge to develop safer, more efficient, and more sustainable energy storage systems. McDowell is also co-director of the Georgia Tech Advanced Battery Center. He leads research spanning solid-state batteries, lithium-ion and sodium-ion technologies, and next-generation energy storage materials. \u201cI am very thankful to be selected, and I look forward to working with colleagues on developing recommendations to advance battery technologies in support of our country,\u0022 said McDowell.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/mse.gatech.edu\/news\/matthew-mcdowell-named-national-academies-committee-future-battery-technologies\u0022\u003ERead Full Story on the MSE Newspage\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ESchool of Materials Science and Engineering (MSE) professor Matthew McDowell has been appointed to a National Academies of Sciences, Engineering, and Medicine committee. The appointed committee will explore current and next-generation battery energy storage technologies for defense applications.\u003C\/p\u003E\u003Cp\u003EThe committee, convened through the National Academies\u0027 project \u003Cem\u003EFuture of Battery Technology Options for Defense Applications\u003C\/em\u003E, will identify the strengths and weaknesses of future battery technologies, including an examination of performance, safety, and manufacturability across technology and manufacturing readiness levels. The committee will also identify gaps where research investments could potentially improve battery capabilities across technology and manufacturing readiness levels, creating opportunities to leverage commercially available technologies.\u003C\/p\u003E\u003Cp\u003EWith a joint appointment in MSE and \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003E\u003Cstrong\u003Ethe George W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E, McDowell is internationally recognized for his research on batteries and energy storage materials. His work focuses on understanding how materials change during battery operation and using that knowledge to develop safer, more efficient, and more sustainable energy storage systems. McDowell is also co-director of the Georgia Tech Advanced Battery Center.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of Materials Science and Engineering (MSE) professor Matthew McDowell has been appointed to a National Academies of Sciences, Engineering, and Medicine committee."}],"uid":"36413","created_gmt":"2026-09-03 14:23:39","changed_gmt":"2026-09-03 14:27:25","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-25T00:00:00-04:00","iso_date":"2026-08-25T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681061":{"id":"681061","type":"image","title":"McDowell_Crop2.jpg","body":"\u003Cp\u003E\u003Cstrong\u003EMatthew McDowell, Professor in the School of Materials Science and Engineering and George W. Woodruff School of Mechanical Engineering and Co-director of Georgia Tech Advanced Battery Center\u003C\/strong\u003E\u003C\/p\u003E","created":"1788445424","gmt_created":"2026-09-03 14:23:44","changed":"1788445424","gmt_changed":"2026-09-03 14:23:44","alt":"Matthew McDowell","file":{"fid":"265412","name":"McDowell_Crop2.jpg","image_path":"\/sites\/default\/files\/2026\/09\/03\/McDowell_Crop2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/McDowell_Crop2.jpg","mime":"image\/jpeg","size":178659,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/McDowell_Crop2.jpg?itok=Ewb0JKyI"}}},"media_ids":["681061"],"related_links":[{"url":"https:\/\/mse.gatech.edu\/news\/matthew-mcdowell-named-national-academies-committee-future-battery-technologies","title":"Read Full Story on MSE News Page"}],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"194607","name":"Batteries"},{"id":"144","name":"Energy"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692254":{"#nid":"692254","#data":{"type":"news","title":"Ellen Mazumdar Earns NASA Early Career Faculty Award for Spacecraft Heat Shield Research","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/mazumdar-0\u0022\u003E\u003Cstrong\u003EEllen Yi Chen Mazumdar,\u003C\/strong\u003E\u003C\/a\u003E assistant professor and Woodruff Faculty Fellow in the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E, has received a NASA Early Career Faculty (ECF) Award to develop new methods for studying the extreme conditions spacecraft experience during atmospheric entry.\u003C\/p\u003E\u003Cp\u003EThis award is part of NASA\u2019s Space Technology Research Grants Program, which supports groundbreaking projects with the potential to transform space science and technology.\u003C\/p\u003E\u003Cp\u003EThrough the three-year, $750,000 award, Mazumdar and her research team will develop laser-based methods to simultaneously measure temperature, chemical species, gas velocity, and other properties in the gases surrounding heat shield materials.\u003C\/p\u003E\u003Cp\u003E\u201cWe aim to implement our measurement techniques in arc jet or plasma jet facilities, like the ones at NASA, to assist with the evaluation of thermal protection systems for next-generation spacecraft,\u201d Mazumdar said.\u003C\/p\u003E\u003Cp\u003EThe project uses ultrafast lasers, which produce extremely short, high-intensity pulses. These pulses allow researchers to study the behavior of molecules on extremely short timescales and measure properties that can improve understanding of the gases surrounding a spacecraft during atmospheric entry.\u003C\/p\u003E\u003Cp\u003EMazumdar said she and her students are excited about this project and hope it will help NASA develop new heat shields for spacecraft traveling to destinations such as Mars, Venus, and Titan.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/ellen-mazumdar-earns-nasa-early-career-faculty-award-spacecraft-heat-shield-research\u0022\u003ERead Full Story on the ME Webpage\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/mazumdar-0\u0022\u003E\u003Cstrong\u003EEllen Yi Chen Mazumdar,\u003C\/strong\u003E\u003C\/a\u003E assistant professor and Woodruff Faculty Fellow in the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E, has received a NASA Early Career Faculty (ECF) Award to develop new methods for studying the extreme conditions spacecraft experience during atmospheric entry.\u003C\/p\u003E\u003Cp\u003EThis award is part of NASA\u2019s Space Technology Research Grants Program, which supports groundbreaking projects with the potential to transform space science and technology.\u003C\/p\u003E\u003Cp\u003EThrough the three-year, $750,000 award, Mazumdar and her research team will develop laser-based methods to simultaneously measure temperature, chemical species, gas velocity, and other properties in the gases surrounding heat shield materials.\u003C\/p\u003E\u003Cp\u003E\u201cWe aim to implement our measurement techniques in arc jet or plasma jet facilities, like the ones at NASA, to assist with the evaluation of thermal protection systems for next-generation spacecraft,\u201d Mazumdar said.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ellen Yi Chen Mazumdar, assistant professor in the Woodruff School has received a NASA Early Career Faculty (ECF) Award to develop new methods for studying the extreme conditions spacecraft experience during atmospheric entry."}],"uid":"36413","created_gmt":"2026-09-03 14:18:57","changed_gmt":"2026-09-03 14:21:47","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-25T00:00:00-04:00","iso_date":"2026-08-25T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681060":{"id":"681060","type":"image","title":"Mazumdar_web.jpg","body":"\u003Cp\u003EEllen Yi Chen Mazumdar, assistant professor and Woodruff Faculty Fellow in the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","created":"1788445171","gmt_created":"2026-09-03 14:19:31","changed":"1788445171","gmt_changed":"2026-09-03 14:19:31","alt":"Ellen Yi Chen Mazumdar, assistant professor and Woodruff Faculty Fellow in the George W. Woodruff School of Mechanical Engineering","file":{"fid":"265411","name":"Mazumdar_web.jpg","image_path":"\/sites\/default\/files\/2026\/09\/03\/Mazumdar_web.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/Mazumdar_web.jpg","mime":"image\/jpeg","size":137639,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/Mazumdar_web.jpg?itok=HbzEsBLK"}}},"media_ids":["681060"],"related_links":[{"url":"https:\/\/www.me.gatech.edu\/news\/ellen-mazumdar-earns-nasa-early-career-faculty-award-spacecraft-heat-shield-research","title":"Full Story on the ME Newspage"}],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"144","name":"Energy"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Cem\u003ETracie Troha, ME Communications\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692182":{"#nid":"692182","#data":{"type":"news","title":"DOE Assistant Secretary Catherine Jereza Visits NEETRAC","body":[{"value":"\u003Cp\u003EWhen \u003Ca href=\u0022https:\/\/www.energy.gov\/oe\/person\/catherine-jereza\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003EAssistant Secretary Catherine Jereza\u003C\/strong\u003E\u003C\/a\u003E of the U.S. Department of Energy\u0027s (DoE) Office of Electricity visited the \u003Ca href=\u0022https:\/\/neetrac.gatech.edu\/\u0022\u003E\u003Cstrong\u003ENational Electric Energy Testing, Research and Applications Center\u003C\/strong\u003E\u003C\/a\u003E (NEETRAC) on August 20, it provided an opportunity for researchers to showcase their latest work and discuss the challenges facing America\u0027s electric grid.\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003E\u003Ca href=\u0022https:\/\/ece.gatech.edu\/news\/2026\/08\/doe-assistant-secretary-catherine-jereza-visits-neetrac\u0022\u003ERead more.\u003C\/a\u003E\u003C\/h3\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe nationally recognized Georgia Tech consortium brings together industry, government, and academia to advance power grid reliability and innovation.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The nationally recognized Georgia Tech consortium brings together industry, government, and academia to advance power grid reliability and innovation. "}],"uid":"36172","created_gmt":"2026-09-01 18:56:26","changed_gmt":"2026-09-03 14:15:22","author":"dwatson71","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681030":{"id":"681030","type":"image","title":"DoE-NEETRAC-Visit-8.png","body":null,"created":"1788288999","gmt_created":"2026-09-01 18:56:39","changed":"1788288999","gmt_changed":"2026-09-01 18:56:39","alt":"Department of Energy Office of Electricity Assistant Secretary Catherine Jereza (center) tours NEETRAC\u0027s research and testing facilities at GeorgiaTech. The visit highlighted the center\u0027s work with utilities, manufacturers, and government partners to address emerging challenges facingthe nation\u0027s electric grid.","file":{"fid":"265378","name":"DoE-NEETRAC-Visit-8.png","image_path":"\/sites\/default\/files\/2026\/09\/01\/DoE-NEETRAC-Visit-8.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/01\/DoE-NEETRAC-Visit-8.png","mime":"image\/png","size":1969060,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/01\/DoE-NEETRAC-Visit-8.png?itok=cauoi5LR"}}},"media_ids":["681030"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"144","name":"Energy"},{"id":"145","name":"Engineering"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692107":{"#nid":"692107","#data":{"type":"news","title":"Georgia Tech Researchers Discover New Layer of the Human Genome ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EA new study led by \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/francesca-storici\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EFrancesca Storici\u003C\/a\u003E, a professor in the \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E and faculty member of the \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/a\u003E, has uncovered an unexpected feature of human DNA linked to gene activity and the physical organization of DNA. The findings, \u003Ca rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022 href=\u0022https:\/\/www.cell.com\/cell\/fulltext\/S0092-8674(26)00922-0\u0022\u003Epublished in \u003Cem\u003ECell\u003C\/em\u003E\u003C\/a\u003E, could change how scientists think about DNA organization, transcription, and genome function.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDNA and RNA are usually separate molecules inside cells, each with a different job. But small RNA building blocks, called ribonucleotides, sometimes become embedded in DNA during normal cellular activities. Scientists knew these RNA building blocks existed, but until now they did not know where they were located across the human genome or whether they served a purpose.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EStorici\u0027s team, working with collaborators at multiple institutions, created their detailed map of these RNA building blocks throughout human DNA. The researchers found that they are not randomly scattered. Instead, they are distributed in distinct patterns across the genome. The researchers call this genome-wide landscape of DNA-embedded ribonucleotides the human nuclear \u201cribome.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cRibonucleotides embedded in DNA have traditionally been viewed mainly as mistakes that need to be removed,\u201d Storici said. \u201cOur findings suggest a different perspective: they can influence the physical properties of DNA and may have biological functions that we are only beginning to understand.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe team discovered that these embedded RNA building blocks are especially common near the starting points of active genes, where cells begin reading genetic instructions to make RNA. Their abundance also increases with gene activity. These regions experience physical stress as DNA is repeatedly accessed and used. The researchers found evidence that the embedded RNA building blocks influence how tightly the DNA twists and coils in these areas. This DNA twisting, known as supercoiling, is closely associated with transcription.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe findings suggest that these RNA building blocks are more than accidental leftovers from normal cellular processes. Instead, they can modulate DNA supercoiling, revealing a previously unrecognized connection between embedded ribonucleotides, DNA topology, and transcription.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cOne of the most exciting findings is that processing ribonucleotides embedded in DNA can change DNA supercoiling,\u201d Storici said. \u201cThis provides a new connection between the chemical composition of DNA, its physical organization, and transcription.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe work also may help scientists better understand diseases linked to problems removing embedded RNA from DNA, including rare autoimmune disorders. More broadly, the discovery could open a new area of investigation into the roles of embedded ribonucleotides in human genome biology.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBy providing the first comprehensive map of these RNA marks in human nuclear DNA, the study shows that what once appeared to be simple molecular mistakes may actually contribute to how the genome is organized and functions. The discovery opens new opportunities to explore how embedded ribonucleotides influence DNA topology, transcription, and genome maintenance.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E______\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EStorici\u0027s team included: Deepali Kundnani (alumnus), Yeunsoo Lee (Ph.D. student), Tyler Warner (Ph.D. student), and Ryan Eckerty (undergraduate student). Nata\u0161a Jonoska, a mathematician at the University of South Florida, also contributed. Additional collaborators across multiple institutions contributed expertise, resources, and scientific insights that greatly expanded the scope and comprehensiveness of the study.\u003C\/em\u003E\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EResearchers led by Francesca Storici, a professor in the School of Biological Sciences and faculty member of the Parker H. Petit Institute for Bioengineering and Bioscience, created the first comprehensive map of ribonucleotides embedded in human nuclear DNA. Published in \u003Cem\u003ECell\u003C\/em\u003E, the study found that these RNA building blocks cluster near active genes and are associated with DNA supercoiling, a physical property linked to transcription. The findings suggest that embedded ribonucleotides are not simply molecular errors but may help shape genome organization and function, opening new avenues for research into gene regulation and diseases associated with defects in ribonucleotide removal.\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A new study led by Francesca Storici reveals that RNA building blocks embedded in human DNA are organized in distinct patterns and may play an important role in regulating DNA structure and gene activity."}],"uid":"36479","created_gmt":"2026-08-28 17:05:02","changed_gmt":"2026-09-03 12:34:50","author":"abowman41","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-28T00:00:00-04:00","iso_date":"2026-08-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681002":{"id":"681002","type":"image","title":"_0000_storici-ribonucleotides.jpg","body":"\u003Cdiv\u003EScientific rendering of multiple DNA double helices with several embedded ribonucleotides highlighted in red along the strands.\u0026nbsp;\u003C\/div\u003E","created":"1787936801","gmt_created":"2026-08-28 17:06:41","changed":"1787936801","gmt_changed":"2026-08-28 17:06:41","alt":"Scientific rendering of multiple DNA double helices with several embedded ribonucleotides highlighted in red along the strands. The red RNA building blocks appear at distinct locations within the gray DNA structure, illustrating how ribonucleotides can become incorporated into human DNA.","file":{"fid":"265349","name":"_0000_storici-ribonucleotides.jpg","image_path":"\/sites\/default\/files\/2026\/08\/28\/_0000_storici-ribonucleotides.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/28\/_0000_storici-ribonucleotides.jpg","mime":"image\/jpeg","size":133621,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/28\/_0000_storici-ribonucleotides.jpg?itok=GND4O2ZW"}}},"media_ids":["681002"],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"}],"keywords":[{"id":"188776","name":"go-research"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAshlie Bowman | Communications Manager\u003C\/p\u003E\u003Cp\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692032":{"#nid":"692032","#data":{"type":"news","title":"Open Source, Big Ideas: Scientific Computing Community Heading to Georgia Tech","body":[{"value":"\u003Cp\u003EBefore building a fusion reactor, designing a new aircraft, or forecasting tsunamis, scientists and engineers test their ideas using computer simulations. The people who create and use the software that powers these simulations are meeting in Atlanta this fall to share best practices and improve their tools.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech is hosting the 2026 MFEM (Modular Finite Element Methods) Community Workshop, Sept. 22-25. MFEM supports research in computational physics, earth systems modeling, engineering, energy, and other fields.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe four-day\u0026nbsp;\u003Ca href=\u0022https:\/\/mfem.org\/workshop\/\u0022\u003Eworkshop\u003C\/a\u003E is being held at the\u0026nbsp;Georgia Tech Global Learning Center and will focus on improving software for scientific computing and discovery. Participants can also attend online. \u003Ca href=\u0022https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSc95PhC-tyb2V63iEtp7Dto6P8odbePLJl7Ok26cffsGegNtg\/viewform\u0022\u003ERegistration\u003C\/a\u003E for the workshop is open through Sept. 11.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe\u0027re very excited and grateful for the opportunity to have this workshop at Georgia Tech,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/people.llnl.gov\/kolev1\u0022\u003ETzanio Kolev\u003C\/a\u003E, a computational mathematician at Lawrence Livermore National Laboratory (LLNL).\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech has a great reputation in our field, and \u003Ca href=\u0022https:\/\/computing.llnl.gov\/about\/newsroom\/mfem-workshop-2025\u0022\u003Ehosting at universities\u003C\/a\u003E is a great way to connect with students. We see students as our future colleagues who will improve MFEM for generations to come.\u201d\u003C\/p\u003E\u003Cp\u003EMFEM is an open-source software library for solving equations in computational models. Scientists and engineers use it to build and test virtual designs on some of the world\u2019s most powerful supercomputers before creating real-world prototypes.\u003C\/p\u003E\u003Cp\u003EIn fact, MFEM powered a tsunami early-warning model that ran on\u0026nbsp;\u003Ca href=\u0022https:\/\/www.llnl.gov\/news\/highlights\/el-capitan-high-performance-computing\u0022\u003EEl Capitan\u003C\/a\u003E, the world\u2019s second-fastest supercomputer. The framework completed a simulation in a fraction of a second, 10 billion times faster than conventional algorithms. Kolev was part of the team that won the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.llnl.gov\/article\/53636\/llnl-ut-ucsd-win-gordon-bell-prize-exascale-tsunami-forecasting\u0022\u003E2025 Gordon Bell Prize\u003C\/a\u003E for the project.\u003C\/p\u003E\u003Cp\u003EMFEM\u2019s impact extends beyond its original developers. The AWS Center for Quantum Computing uses the software as the foundation for a tool called\u0026nbsp;\u003Ca href=\u0022https:\/\/aws.amazon.com\/blogs\/quantum-computing\/aws-releases-open-source-software-palace-for-cloud-based-electromagnetics-simulations-of-quantum-computing-hardware\/\u0022\u003EPalace\u003C\/a\u003E. This project runs 3D electromagnetic simulations to aid in the design of quantum computing hardware.\u003C\/p\u003E\u003Cp\u003E\u201cThese workshops have been very beneficial for both the broader user community and also for MFEM developers,\u201d said Kolev.\u003C\/p\u003E\u003Cp\u003E\u201cEvery workshop, we are surprised by the ways people are building on our work, seeing what incredible, interesting, amazing things they do with it.\u201d\u003C\/p\u003E\u003Cp\u003ENext month\u2019s workshop at Georgia Tech will connect MFEM users and developers from national laboratories, academia, government, and industry.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe United Kingdom Atomic Energy Authority joins LLNL and Georgia Tech in sponsoring this year\u2019s workshop. Nearly 20 scientists from Department of Energy (DOE) laboratories are attending in person. They represent LLNL, Los Alamos National Laboratory, Princeton Plasma Physics Laboratory, and the Naval Nuclear Laboratory.\u003C\/p\u003E\u003Cp\u003EThe workshop\u2019s first day features a free, hybrid tutorial.\u0026nbsp;\u003Ca href=\u0022https:\/\/hpcic.llnl.gov\/\u0022\u003ELLNL\u2019s High Performance Computing Innovation Center\u003C\/a\u003E will lead the tutorial, helping new users get started with MFEM and learn what the software can do. The tutorial\u0026nbsp;\u003Ca href=\u0022https:\/\/llnlfed.webex.com\/webappng\/sites\/llnlfed\/meeting\/register\/8ebcc46f456b4ad18d9a52681e65dbc4?ticket=4832534b00000007c5b494f01c941f17a12a8cd43c82453c4f35f60a3648a272a8d8a99672c47aa6\u0026amp;timestamp=1787231662277\u0026amp;RGID=rb48e17ed4f10072dffdae65cdeffe44f\u0026amp;isAutoPopRegisterForm=false\u0022\u003Erequires separate registration\u003C\/a\u003E for virtual participants.\u003C\/p\u003E\u003Cp\u003EThe workshop will also host a simulation and visualization contest. Participants can submit images and videos of simulations using MFEM, which will be posted in a\u0026nbsp;\u003Ca href=\u0022https:\/\/mfem.org\/gallery\/\u0022\u003Egallery\u003C\/a\u003E. The workshop organizers will select an overall winner.\u003C\/p\u003E\u003Cp\u003EFurther workshop activities include:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022ee31916319061709fa9a28fec836fd3bf\u0022\u003EMFEM news and roadmap for future projects\u003C\/li\u003E\u003Cli data-list-item-id=\u0022edce38a0a18d98d1d7fa524b78a89e1f8\u0022\u003ETalks from application developers\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ed8c28becfd96baa3239b50eb0c1330d7\u0022\u003EStudent-user lightning talks\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e11e59f4f20a8a56dee6c6eafabc7390e\u0022\u003EIn-person poster sessions\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e43fcdf35c0105418070457776f42b786\u0022\u003EOffice hours with MFEM experts\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EThe MFEM workshop highlights the role open-source software plays in scientific discovery.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBy making tools freely available, researchers can build on each other\u2019s work rather than starting from scratch. This shared approach can accelerate innovation, improve software, and make advanced computing tools accessible to a wider community.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech hosts a\u0026nbsp;\u003Ca href=\u0022https:\/\/ssecenter.cc.gatech.edu\/\u0022\u003ECenter for Scientific Software Engineering\u003C\/a\u003E and an\u0026nbsp;\u003Ca href=\u0022https:\/\/ospo.cc.gatech.edu\/\u0022\u003EOpen-Source Program Office\u003C\/a\u003E. This year\u2019s workshop connects these units with the MFEM community to help put the software into the hands of more researchers across science and engineering.\u003C\/p\u003E\u003Cp\u003E\u201cThe MFEM workshop aims to foster collaboration among all MFEM users and developers,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/tangqi.github.io\/\u0022\u003EQi Tang\u003C\/a\u003E, a workshop organizer and assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cHosting its annual community workshop brings researchers from DOE laboratories, universities, and industry to campus, giving Georgia Tech faculty and students direct access to experts from the field.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EBefore building a fusion reactor, designing a new aircraft, or forecasting tsunamis, scientists and engineers test their ideas using computer simulations. The people who create and use the software that powers these simulations are meeting in Atlanta this fall to share best practices and improve their tools.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech is hosting the 2026 MFEM (Modular Finite Element Methods) Community Workshop, Sept. 22-25. MFEM supports research in computational physics, earth systems modeling, engineering, energy, and other fields.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe four-day\u0026nbsp;\u003Ca href=\u0022https:\/\/mfem.org\/workshop\/\u0022\u003Eworkshop\u003C\/a\u003E is being held at the\u0026nbsp;Georgia Tech Global Learning Center and will focus on improving software for scientific computing and discovery. Participants can also attend online. \u003Ca href=\u0022https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSc95PhC-tyb2V63iEtp7Dto6P8odbePLJl7Ok26cffsGegNtg\/viewform\u0022\u003ERegistration\u003C\/a\u003E for the workshop is open through Sept. 11.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech is hosting the 2026 MFEM (Modular Finite Element Methods) Community Workshop, Sept. 22-25. MFEM supports research in computational physics, earth systems modeling, engineering, energy, and other fields. "}],"uid":"36319","created_gmt":"2026-08-26 13:00:40","changed_gmt":"2026-09-02 19:07:14","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-26T00:00:00-04:00","iso_date":"2026-08-26T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680984":{"id":"680984","type":"image","title":"Story-Head-Image.jpg","body":null,"created":"1787749313","gmt_created":"2026-08-26 13:01:53","changed":"1787749313","gmt_changed":"2026-08-26 13:01:53","alt":"MFEM Workshop at Georgia Tech","file":{"fid":"265328","name":"Story-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/08\/26\/Story-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/26\/Story-Head-Image.jpg","mime":"image\/jpeg","size":241530,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/26\/Story-Head-Image.jpg?itok=cz6fGC8C"}},"680985":{"id":"680985","type":"image","title":"mfem-workshop-2025-comp-news-01-alt.png","body":null,"created":"1787749441","gmt_created":"2026-08-26 13:04:01","changed":"1787749441","gmt_changed":"2026-08-26 13:04:01","alt":"2025 MFEM Workshop Portland State University","file":{"fid":"265329","name":"mfem-workshop-2025-comp-news-01-alt.png","image_path":"\/sites\/default\/files\/2026\/08\/26\/mfem-workshop-2025-comp-news-01-alt.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/26\/mfem-workshop-2025-comp-news-01-alt.png","mime":"image\/png","size":222605,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/26\/mfem-workshop-2025-comp-news-01-alt.png?itok=oLizx4_t"}},"680989":{"id":"680989","type":"image","title":"vis-contest-2026.png","body":null,"created":"1787767921","gmt_created":"2026-08-26 18:12:01","changed":"1787767921","gmt_changed":"2026-08-26 18:12:01","alt":"MFEM Workshop at Georgia 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Tech","file":{"fid":"265335","name":"DSC00310-small.png","image_path":"\/sites\/default\/files\/2026\/08\/26\/DSC00310-small.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/26\/DSC00310-small.png","mime":"image\/png","size":1726005,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/26\/DSC00310-small.png?itok=TvNOuMK-"}}},"media_ids":["680984","680985","680989","680990"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"},{"id":"1279","name":"School of Mathematics"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"136","name":"Aerospace"},{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"144","name":"Energy"},{"id":"129","name":"Institute and Campus"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"133","name":"Special Events and Guest Speakers"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"},{"id":"192249","name":"cos-community"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39501","name":"People and Technology"},{"id":"39541","name":"Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691836":{"#nid":"691836","#data":{"type":"news","title":"200 Startup Teams Mark a Record-Breaking Year for Entrepreneurship at Georgia Tech\u202f ","body":[{"value":"\u003Cp\u003EThis year, Georgia Tech\u0027s Startup Launch program surpassed 200 startup teams for the first time, marking the largest cohort in the program\u0027s history and highlighting the growing momentum for entrepreneurship across campus.\u003C\/p\u003E\u003Cp\u003EThe milestone was driven by startup activity in CREATE-X and Quadrant-i, two cornerstone initiatives of the Office of Commercialization, and reflects the expanding reach of Tech\u0027s innovation ecosystem. The programs support students, faculty, researchers, and alumni in transforming ideas into companies within industries ranging from healthcare and robotics to legal technology and accessibility.\u003C\/p\u003E\u003Cp\u003E\u0022Crossing the\u202f200\u202fstartup teams\u202fmilestone is more than a record. It\u0027s a reflection of a commercialization ecosystem that is helping\u202ftranslate\u202fideas\u202finto products and companies that solve real problems,\u0022 said Raghupathy \u0022Siva\u0022 Sivakumar, chief commercialization officer. \u0022Building a dense, connected community of founders is essential to our vision of becoming the nation\u0027s leading startup campus and maximizing the\u202fvalue\u202fof Georgia Tech innovation.\u0022\u003C\/p\u003E\u003Ch3\u003EDiverse Paths to Entrepreneurship\u003C\/h3\u003E\u003Cp\u003EThe founders behind this year\u0027s milestone represent the many paths entrepreneurs can take at Georgia Tech. They come from different disciplines, pursue\u202fvarious\u202findustries, and\u202farrive with\u202fa wide range of\u202fexperiences, but all share a desire to solve meaningful problems.\u003C\/p\u003E\u003Cp\u003EFor alumnus\u202fAlberto Flores Guerrero, who earned an M.S. in cybersecurity from the Ivan Allen College of Liberal Arts in 2025, and his longtime friend and co-founder, Luis Estala, that journey to CREATE-X began\u202fnearly\u202f2,000\u202fmiles\u202ffrom Atlanta.\u003C\/p\u003E\u003Cp\u003EThe pair are building Separate, an AI-powered platform designed to help people navigate divorce by simplifying legal processes, organizing paperwork, and connecting users with resources. Drawing on Flores Guerrero\u0027s background as a lawyer, the company aims to make one of life\u0027s most stressful experiences more manageable.\u003C\/p\u003E\u003Cp\u003EWhen they learned about CREATE-X Startup Launch\u0027s kickoff just two weeks before it began, they\u202fdidn\u0027t\u202fhesitate. Flying\u202fwasn\u0027t\u202fan option, so they packed the car and drove from Mexico to Atlanta.\u003C\/p\u003E\u003Cp\u003EFour days later, they arrived at Georgia Tech, convinced the opportunity was worth every mile. Inspired by the\u202fkickoff\u202fexperience, Flores Guerrero soon returned to Mexico, packed his belongings, and moved to Atlanta for the summer.\u003C\/p\u003E\u003Cp\u003EFor both of them, Startup Launch became more than a summer program. It gave them the confidence to build their company as part of a community of\u202ffounders.\u003C\/p\u003E\u003Cp\u003E\u0022This experience has completely changed the way we think about ourselves and what\u0027s possible for our company,\u0022 Estala said. \u0022This is the chance of our lives.\u0022\u003C\/p\u003E\u003Cp\u003E\u0022I\u0027ve learned so much just by being around these people,\u0022 Flores Guerrero said. \u0022Georgia Tech has some of the smartest students in the world, and then you put the most entrepreneurial of them together in one room. Nice things should happen.\u0022\u003C\/p\u003E\u003Ch3\u003EBuilding a Deep-Tech Startup\u003C\/h3\u003E\u003Cp\u003EFor Georgia Tech master\u0027s student Rohit Gore in the College of Computing and co-founder Patrick Walsh, entrepreneurship began with one idea. But their startup took shape after they pivoted in a new direction.\u003C\/p\u003E\u003Cp\u003EAs they developed a low-cost drone, they kept\u202fencountering\u202fthe same challenge: Robots that performed well in simulations often struggled in real-world environments. After talking with robotics teams across the country, they launched Brio Robotics, a company developing a simulation and automated testing platform for autonomous systems.\u003C\/p\u003E\u003Cp\u003ECREATE-X Startup Launch helped the team refine its approach to customer discovery, sales, and commercialization.\u003C\/p\u003E\u003Cp\u003E\u0022We\u0027re engineers by trade, and we don\u0027t know anything about B2B sales,\u0022 Gore said, noting that Startup Launch Director Margaret\u202fWeniger \u201chas been hugely helpful. It was so valuable to hear her perspective on what good sales metrics look like, what the goal of a customer call should be, and how to approach those conversations.\u0022\u003C\/p\u003E\u003Cp\u003EToday, Brio Robotics is\u202ffinalizing\u202fits first design partnership with a drone company and has five\u202fadditional\u202frobotics companies in its sales pipeline.\u003C\/p\u003E\u003Ch3\u003ETurning Research\u202fInto\u202fa Startup\u003C\/h3\u003E\u003Cp\u003EWhile many startups begin with student entrepreneurs, others\u202femerge\u202fdirectly from Georgia Tech\u0027s research labs.\u003C\/p\u003E\u003Cp\u003EFor Yue Chen, associate professor in the Wallace H. Coulter Department of Biomedical Engineering, commercialization meant looking beyond the lab. Working with Ph.D. students Yixuan Xia, Yilin Cai, and Samuel Wilcox, Chen launched Fructus, a startup developing robotic harvesting technology to help growers address labor shortages and improve harvesting quality.\u003C\/p\u003E\u003Cp\u003EThe technology began as a USDA-funded blackberry harvesting project. But through Quadrant-i\u202fStartup Launch, conversations with growers and industry stakeholders revealed a greater opportunity in Georgia\u0027s blueberry industry, prompting the team to pivot toward a larger market and a more pressing need.\u003C\/p\u003E\u003Cp\u003E\u0022For faculty, we focus on research and developing fundamental science\u0022 Chen said. \u0022But there\u0027s a gap between the work we do in the lab and the final product.\u0022 Startup Launch helped bridge that gap through customer discovery. It \u201cgave us the opportunity to get out of the lab, talk to stakeholders, and understand what they really need.\u0022 \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFor Cai, the experience changed the team\u0027s perspective. \u0022As researchers, we usually focus on solving a research problem,\u0022 he said. \u0022Through Startup Launch, we learned to see the problem from the customer\u0027s perspective and think about what it really takes to build a product.\u0022\u003C\/p\u003E\u003Ch3\u003ELooking Ahead\u003C\/h3\u003E\u003Cp\u003EMore than\u202f150\u202fstartups\u202fwill showcase\u202ftheir ventures at CREATE-X \u003Ca href=\u0022https:\/\/www.eventbrite.com\/e\/create-x-demo-day-2026-tickets-1990094599519?aff=website\u0022\u003EDemo Day\u003C\/a\u003E on Thursday, Sept. 3, at LOOP, Georgia Tech\u0027s newest creative\u202farts\u202fand performance venue. The event will bring together students, investors, mentors, industry leaders, and the broader community to meet the founders behind this record-breaking cohort and explore the next generation of Georgia Tech innovation.\u003C\/p\u003E\u003Cp\u003E\u0022This experience has completely changed the way we think about ourselves and what\u0027s possible,\u0022\u202fEstala\u202fsaid. \u0022If you have an idea, just do it. You never know where it might take you.\u201d\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s Startup Launch reached a record 200-plus startup teams this year, bringing together students, faculty, researchers, and alumni through CREATE-X and Quadrant-i to turn ideas and research into companies that solve real-world problems.\u003C\/p\u003E\u003Cp\u003EI especially like the \u003Cstrong\u003Esummary\u003C\/strong\u003E because it captures all three pieces of the story: \u003Cstrong\u003Ethe record, who is behind it, and why it matters.\u003C\/strong\u003E It also avoids calling Startup Launch a \u201cprogram,\u201d even though the edited story uses that terminology\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech surpassed 200 startup teams for the first time, marking a record-breaking year for entrepreneurship through CREATE-X and Quadrant-i."}],"uid":"36434","created_gmt":"2026-08-19 19:32:21","changed_gmt":"2026-09-02 18:54:18","author":"lcameron30","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-19T00:00:00-04:00","iso_date":"2026-08-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680939":{"id":"680939","type":"image","title":"55295093774_889648c2f0_o.jpg","body":null,"created":"1787241741","gmt_created":"2026-08-20 16:02:21","changed":"1787241741","gmt_changed":"2026-08-20 16:02:21","alt":"CX Team","file":{"fid":"265274","name":"55295093774_889648c2f0_o.jpg","image_path":"\/sites\/default\/files\/2026\/08\/20\/55295093774_889648c2f0_o.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/55295093774_889648c2f0_o.jpg","mime":"image\/jpeg","size":4059548,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/55295093774_889648c2f0_o.jpg?itok=C20WEc3B"}},"680940":{"id":"680940","type":"image","title":"55294851456_2fa9f593ea_o.jpg","body":null,"created":"1787242174","gmt_created":"2026-08-20 16:09:34","changed":"1787242174","gmt_changed":"2026-08-20 16:09:34","alt":"Founder ","file":{"fid":"265276","name":"55294851456_2fa9f593ea_o.jpg","image_path":"\/sites\/default\/files\/2026\/08\/20\/55294851456_2fa9f593ea_o.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/55294851456_2fa9f593ea_o.jpg","mime":"image\/jpeg","size":4776772,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/55294851456_2fa9f593ea_o.jpg?itok=0HWsm1sH"}},"680941":{"id":"680941","type":"image","title":"55293942007_c17be33b20_o.jpg","body":null,"created":"1787242279","gmt_created":"2026-08-20 16:11:19","changed":"1787242279","gmt_changed":"2026-08-20 16:11:19","alt":"founder 2","file":{"fid":"265277","name":"55293942007_c17be33b20_o.jpg","image_path":"\/sites\/default\/files\/2026\/08\/20\/55293942007_c17be33b20_o.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/55293942007_c17be33b20_o.jpg","mime":"image\/jpeg","size":4533073,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/55293942007_c17be33b20_o.jpg?itok=l3ZC9F_i"}},"680942":{"id":"680942","type":"image","title":"55064486219_901f388a50_o.jpg","body":null,"created":"1787242499","gmt_created":"2026-08-20 16:14:59","changed":"1787242499","gmt_changed":"2026-08-20 16:14:59","alt":"startup launch","file":{"fid":"265278","name":"55064486219_901f388a50_o.jpg","image_path":"\/sites\/default\/files\/2026\/08\/20\/55064486219_901f388a50_o.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/55064486219_901f388a50_o.jpg","mime":"image\/jpeg","size":7778806,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/55064486219_901f388a50_o.jpg?itok=lhnThMXZ"}}},"media_ids":["680939","680940","680941","680942"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"192255","name":"go-commercializationnews"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193658","name":"Commercialization"}],"news_room_topics":[{"id":"106361","name":"Business and Economic Development"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"692180":{"#nid":"692180","#data":{"type":"news","title":"Georgia Tech to Help Shape the Microelectronics Workforce Through National Education Network","body":[{"value":"\u003Cp\u003EGeorgia Tech was selected to serve as Georgia\u2019s lead institution in the \u003Ca href=\u0022https:\/\/nnme.org\/semi-foundation-and-the-u-s-national-science-foundation-launch-first-four-regional-nodes-of-the-national-network-for-microelectronics-education-nnme\/\u0022\u003ENational Network for Microelectronics Education\u003C\/a\u003E (NNME), a nationwide initiative designed to strengthen the U.S. semiconductor workforce and expand pathways into microelectronics careers.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe effort will be coordinated through Georgia Tech\u0027s \u003Ca href=\u0022http:\/\/matter-systems.gatech.edu\/\u0022\u003EInstitute for Matter and Systems\u003C\/a\u003E (IMS), which will serve as the hub for the Institute\u2019s NNME activities. Drawing on Georgia Tech\u2019s research expertise, educational programs, industry partnerships, and shared facilities, IMS will help strengthen the state\u2019s role in the nation\u0027s growing microelectronics ecosystem.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech is part of \u003Ca href=\u0022https:\/\/nnme.org\/nnme-south\/\u0022\u003ENNME South\u003C\/a\u003E, a regional node led by The University of Texas at Austin. The consortium brings together higher education institutions, industry collaborators, workforce organizations, and economic development agencies across 10 states to align education and training with industry needs, expand workforce development opportunities, and create clearer pathways into semiconductor careers.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022Microelectronics are in everything from consumer technologies to national security,\u0022 said \u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/people\/mikkel-thomas\u0022\u003EMikkel Thomas\u003C\/a\u003E, associate director for education and outreach at IMS. \u0022Through NNME, we have an opportunity to work alongside industry and academic partners to help teach the next generation of the semiconductor workforce.\u0022\u003C\/p\u003E\u003Cp\u003EThis initiative comes as demand for domestic semiconductor talent continues to grow. NNME South projects that approximately 29,000 semiconductor-related positions will be added across the region over the next decade, increasing the need for skilled technicians, engineers, and advanced manufacturing professionals.\u003C\/p\u003E\u003Cp\u003EIMS brings expertise in advanced materials and substrate innovation to support workforce needs across the semiconductor ecosystem. As part of this effort, IMS will help align educational programs with industry-defined knowledge, skills, and abilities, creating clearer pathways from technical training and certificate programs to advanced degrees and careers.\u003C\/p\u003E\u003Cp\u003EThrough NNME, IMS and its regional partners will work to modernize curricula, expand hands-on learning opportunities, strengthen workforce partnerships, and increase awareness of careers in microelectronics and semiconductor manufacturing. These efforts aim to equip students, educators, and employers with the resources and pathways needed to support the future growth of the U.S. semiconductor industry.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Institute for Matter and Systems will coordinate education and workforce initiatives in a 10-state regional consortium.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Institute for Matter and Systems will coordinate education and workforce initiatives in a 10-state regional consortium."}],"uid":"35272","created_gmt":"2026-09-01 17:06:03","changed_gmt":"2026-09-02 14:01:37","author":"aneumeister3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"664390":{"id":"664390","type":"image","title":"Microchip","body":null,"created":"1672925089","gmt_created":"2023-01-05 13:24:49","changed":"1672925089","gmt_changed":"2023-01-05 13:24:49","alt":"","file":{"fid":"251414","name":"microchip.jpg","image_path":"\/sites\/default\/files\/images\/microchip.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/microchip.jpg","mime":"image\/jpeg","size":306603,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/microchip.jpg?itok=D51MG5HO"}}},"media_ids":["664390"],"groups":[{"id":"660369","name":"Matter and Systems"},{"id":"660410","name":"Quantum"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:amelia.neumeister@research.gatech.edu\u0022\u003EAmelia Neumeister\u003C\/a\u003E | Communications Manager\u003C\/p\u003E\u003Cp\u003EThe Institute for Matter and Systems\u003C\/p\u003E","format":"limited_html"}],"email":["amelia.neumeister@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"692070":{"#nid":"692070","#data":{"type":"news","title":"CSE Leadership Transition Comes as School Continues Rapid Growth","body":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s School of Computational Science and Engineering (CSE) has undergone remarkable expansion in recent years, doubling its faculty, broadening its programs and curriculum, and strengthening its reputation as a leading research hub.\u003C\/p\u003E\u003Cp\u003ENow, as Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~echow\/\u0022\u003EEdmond Chow\u003C\/a\u003E prepares to teach at Georgia Tech-Europe for the 2026-2027 academic year, Professor \u003Ca href=\u0022https:\/\/poloclub.github.io\/polochau\/\u0022\u003EPolo Chau\u003C\/a\u003E is stepping into the role of associate chair to help guide the School\u2019s next phase of growth.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETheir leadership transition comes at a time when demand for expertise in artificial intelligence (AI), data science and analytics, and high-performance computing accelerates across industry, government, and academia.\u003C\/p\u003E\u003Cp\u003E\u201cOn behalf of the students, faculty, and staff of CSE, I extend our heartfelt gratitude to Edmond for his years of dedicated service as associate chair,\u201d said School of CSE Regents\u2019 Professor and Chair \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~hpark\/\u0022\u003EHaesun Park\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cPolo is a respected leader, an accomplished scholar, and a passionate advocate for our community. I am confident he will build on Edmond\u2019s strong foundation to guide the School\u0027s continued success.\u201d\u003C\/p\u003E\u003Cp\u003EThe School of CSE associate chair helps lead faculty development, academic planning, and new initiatives. These responsibilities include course scheduling, teaching assignments, and reviewing proposals for new courses.\u003C\/p\u003E\u003Cp\u003ERapid growth defined Chow\u2019s tenure as associate chair, which started in summer 2021.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs associate chair, Chow led CSE\u2019s faculty recruiting committee. The School hired 15 new professors during his term, doubling the faculty in that span.\u003C\/p\u003E\u003Cp\u003EChow\u2019s relationship with new hires didn\u2019t end with recruiting. Each new professor needed support to onboard smoothly, which he helped facilitate by pairing new hires with faculty mentors in the School.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChow helped new and veteran faculty alike design courses centered on their expertise and the field\u0027s emerging needs. As a result, he broadened and enriched the CSE curriculum at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChow led CSE\u2019s effort to secure space in the \u003Ca href=\u0022https:\/\/cse.gatech.edu\/coda\u0022\u003ECoda Building\u003C\/a\u003E to accommodate so many new faculty and students. With his help, the School added the east wing of the 13th floor and space for four labs on the fifth floor.\u003C\/p\u003E\u003Cp\u003EWhile at \u003Ca href=\u0022https:\/\/europe.gatech.edu\/en\u0022\u003EGeorgia Tech-Europe\u003C\/a\u003E, Chow will teach \u003Cem\u003ECS 7545: Machine Learning Theory\u003C\/em\u003E and \u003Cem\u003ECS 1371: Computing for Engineers\u003C\/em\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChow is a fellow of the Society for Industrial and Applied Mathematics (\u003Ca href=\u0022https:\/\/www.siam.org\/\u0022\u003ESIAM\u003C\/a\u003E). Like CSE, the professional society recognized Chow\u2019s leadership and administrative talents, selecting him for several roles.\u003C\/p\u003E\u003Cp\u003EWith his associate chair responsibilities concluded, Chow will focus more on his role as SIAM\u2019s vice president for programs. He also co-chairs the organizing committee for the \u003Ca href=\u0022https:\/\/www.siam.org\/conferences-events\/siam-conferences\/cse27\/\u0022\u003ESIAM Conference on CSE\u003C\/a\u003E, to be held Feb. 22-26, 2027, in Pittsburgh.\u003C\/p\u003E\u003Cp\u003EPreviously, Chow served as vice chair of the \u003Ca href=\u0022https:\/\/www.siam.org\/get-involved\/connect-with-a-community\/activity-groups\/computational-science-and-engineering\/\u0022\u003ESIAM Activity Group on CSE\u003C\/a\u003E from 2025 to 2026. He co-chaired the organizing committee for \u003Ca href=\u0022https:\/\/www.siam.org\/conferences-events\/past-event-archive\/an22\/\u0022\u003ESIAM\u2019s 2022 annual meeting\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022It has been an honor to serve CSE,\u201d Chow said. \u201cI am also inspired to have worked alongside others, including Haesun, who care so much for the School.\u201d\u003C\/p\u003E\u003Cp\u003ESince joining Georgia Tech in 2012, Chau has distinguished himself as a leading expert in data science and AI.\u003C\/p\u003E\u003Cp\u003EChau\u2019s research combines machine learning and visualization to create scalable, interactive tools. His lab has developed applications for studying massive datasets, interpreting complex AI models, and solving real-world problems in cybersecurity, human-centered AI, graph visualization and mining, and social good.\u003C\/p\u003E\u003Cp\u003EChau has taught CSE \u003Cem\u003E4242\/6242: Data and Visual Analytics\u003C\/em\u003E since 2013. The course has grown into the \u003Ca href=\u0022https:\/\/poloclub.github.io\/#cse6242\u0022\u003Eworld\u0027s largest semester-long university class on the subject\u003C\/a\u003E. More than 19,600 students have taken the course throughout its history.\u003C\/p\u003E\u003Cp\u003EAlongside his research and teaching, Chau has held several leadership roles at Georgia Tech.\u003C\/p\u003E\u003Cp\u003ESince 2014, Chau has served as associate director of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/www.analytics.gatech.edu\/\u0022\u003EM.S. Analytics program\u003C\/a\u003E. The program celebrated its 10th anniversary in 2024, when he received the Innovator Award for his leadership and pioneering approaches to analytics education.\u003C\/p\u003E\u003Cp\u003EIn 2019, Chau accepted roles as director of industry relations for the Institute for Data Engineering and Science (\u003Ca href=\u0022https:\/\/ideas.gatech.edu\/\u0022\u003EIDEaS\u003C\/a\u003E) and as associate director of corporate relations for the Machine Learning Center (\u003Ca href=\u0022https:\/\/ml.gatech.edu\/\u0022\u003EML@GT\u003C\/a\u003E). Chau recently stepped down from his leadership positions with IDEaS and ML@GT to accommodate his responsibilities as CSE\u2019s associate chair.\u003C\/p\u003E\u003Cp\u003E\u201cI enjoy building deep connections with people, and this role provides a lot of opportunities to do that,\u201d Chau said. \u201cFaculty development helps my colleagues build the careers that they want, and collectively shape CSE\u2019s future. That\u2019s what I look forward to the most.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s School of Computational Science and Engineering (CSE) has undergone remarkable expansion in recent years, doubling its faculty, broadening its programs and curriculum, and strengthening its reputation as a leading research hub.\u003C\/p\u003E\u003Cp\u003ENow, as Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~echow\/\u0022\u003EEdmond Chow\u003C\/a\u003E prepares to teach at Georgia Tech-Europe for the 2026-2027 academic year, Professor \u003Ca href=\u0022https:\/\/poloclub.github.io\/polochau\/\u0022\u003EPolo Chau\u003C\/a\u003E is stepping into the role of associate chair to help guide the School\u2019s next phase of growth.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETheir leadership transition comes at a time when demand for expertise in artificial intelligence (AI), data science and analytics, and high-performance computing accelerates across industry, government, and academia.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of CSE Professor Polo Chau is stepping into the role of associate chair of the School as Professor Edmond Chow departs to teach at Georgia Tech-Europe for the 2026-2027 academic year."}],"uid":"36319","created_gmt":"2026-08-27 17:13:47","changed_gmt":"2026-09-01 12:33:31","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-27T00:00:00-04:00","iso_date":"2026-08-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680999":{"id":"680999","type":"image","title":"Associate-Chair.png","body":null,"created":"1787850839","gmt_created":"2026-08-27 17:13:59","changed":"1787850839","gmt_changed":"2026-08-27 17:13:59","alt":"CSE Associate Chair","file":{"fid":"265343","name":"Associate-Chair.png","image_path":"\/sites\/default\/files\/2026\/08\/27\/Associate-Chair.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/27\/Associate-Chair.png","mime":"image\/png","size":424426,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/27\/Associate-Chair.png?itok=LEOwFiEC"}}},"media_ids":["680999"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"181689","name":"Institute for Data Science and Engineering"},{"id":"7251","name":"analytics"},{"id":"176858","name":"machine learning center"},{"id":"173894","name":"ML@GT"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"3427","name":"High performance computing"},{"id":"9153","name":"Research Horizons"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692127":{"#nid":"692127","#data":{"type":"news","title":"Tiny Motors, Big Structures: Kolvin Awarded NSF CAREER Grant for Soft Materials Research","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EOur bodies build remarkably complex structures from tiny protein fibers, forming tissues, tendons, muscles, and organs. Scientists can recreate many of these biological building blocks in the lab, but controlling how they organize themselves into larger assemblies remains one of the most fundamental challenges in soft materials research.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EGeorgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/itamar-kolvin\u0022\u003E\u003Cstrong\u003EItamar Kolvin\u003C\/strong\u003E\u003C\/a\u003E is aiming to solve that problem using molecular motors powered by tiny chemical reactions, giving researchers a new way to guide how fibers assemble into larger structures in the lab. The work could open the door to advances in wound healing, artificial tissues, and organ repair.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ENow, Kolvin, an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E, has been\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nsf.gov\/awardsearch\/show-award?AWD_ID=2541531\u0022\u003Eawarded a $747,000 CAREER grant\u003C\/a\u003E from the National Science Foundation (NSF) to support this research.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe NSF Faculty Early Career Development Program is a five-year grant designed to help promising researchers establish a foundation for a lifetime of leadership in their field. Known as CAREER awards, the grants are NSF\u2019s most prestigious funding for early-career faculty.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe CAREER award is a crucial opportunity to push this research forward,\u201d says Kolvin. \u201cNSF plays a critical role in advancing science, and we wouldn\u2019t be able to do our work without their support.\u0026nbsp;I\u2019m incredibly grateful for their commitment to advancing science.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EMicroscopic Motorboats\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EWhile the body naturally assembles these fibers, their small size makes protein filaments difficult to control in a lab setting. Without guidance, the materials grow randomly, creating weak and disorganized structures. But Kolvin has found that exposing the filaments to controlled fluid flows can help them grow in predictable ways.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThat\u2019s where Kolvin\u2019s molecular motors come in. He attaches the motors to rod-shaped particles called microtubules, transforming the otherwise inert particles into microscopic motorboats. Powered by chemical reactions, the microtubules move through the fluid and generate tiny currents. Those currents guide the suspended protein filaments, directing how they align and assemble.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ELike sticks in a stream, the current helps the protein filaments align with the flow around them. When millions of filaments interact in this way, they can form bundles, clusters, and large-scale networks.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cHow do these rods align, when do they tangle, and when do they form networks?\u201d Kolvin asks. \u201cI\u2019m interested in learning how we may be able to predict and ultimately control that behavior in order to direct the ways these structures can grow.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EFlexible Filaments\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EKolvin\u2019s earlier work has already shown success with actin, the filaments responsible for building muscles. When suspended in fluid, the molecular motors helped actin fibers bundle together and form a membrane-like structure.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EWhile that work demonstrated that molecular motors could influence assembly, Kolvin now aims to create a more dynamic, tunable system. Actin is limited, he explains, because of its simple rod-like shape, lack of rigidity, and because its bonds become permanent once the fibers bundle together.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EHe believes the more rigid, helix-shaped flagella in this new work will offer a wider range of opportunities. \u201cThe shape and rigidity of flagella expand the variety of patterns they can form,\u201d he explains. \u201cThese new structures could have different applications.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EToward Tunable Materials\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EThrough molecular engineering, the \u003Ca href=\u0022https:\/\/sites.gatech.edu\/ikolvinlab\/\u0022\u003EKolvin Lab\u003C\/a\u003E creates flagella that are temperature-sensitive, meaning that they can make and unmake bonds at different temperatures. This property might be key in creating a system that could be assembled and disassembled on demand.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis could make it possible to tune materials in real-time by warming or cooling the system,\u0022 Kolvin explains.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EBy combining molecular motors with temperature-sensitive protein fibers, Kolvin aims to create systems that can be predictably shaped, assembled, and disassembled on demand, opening the door to new possibilities for tissue engineering and regenerative medicine.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe work could also help answer long-standing problems in physics about active matter and collective behavior, revealing how flow and shape influence the way millions of microscopic building blocks align, pack, and assemble into complex materials.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis CAREER award provides an exciting opportunity to pursue new ideas and tackle difficult, far-reaching questions,\u201d Kolvin says. \u201cI\u2019m looking forward to seeing where this research leads in the years ahead.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EThe grant will support Kolvin\u2019s research using molecular motors powered by chemical reactions to direct how protein fibers assemble into larger structures in the lab. The work could open the door to advances in wound healing, artificial tissues, and organ repair.\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The work could open the door to advances in wound healing, artificial tissues, and organ repair."}],"uid":"35599","created_gmt":"2026-08-31 16:26:21","changed_gmt":"2026-08-31 19:06:53","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-31T00:00:00-04:00","iso_date":"2026-08-31T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679224":{"id":"679224","type":"image","title":"Itamar Kolvin","body":"\u003Cp\u003EItamar Kolvin\u003C\/p\u003E","created":"1770657296","gmt_created":"2026-02-09 17:14:56","changed":"1770657296","gmt_changed":"2026-02-09 17:14:56","alt":"Itamar Kolvin","file":{"fid":"263357","name":"Itamar-Kolvin.jpeg","image_path":"\/sites\/default\/files\/2026\/02\/09\/Itamar-Kolvin_0.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/02\/09\/Itamar-Kolvin_0.jpeg","mime":"image\/jpeg","size":154592,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/02\/09\/Itamar-Kolvin_0.jpeg?itok=e0T6C0ih"}}},"media_ids":["679224"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"146","name":"Life Sciences and Biology"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"39471","name":"Materials"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003ESelena Langner\u003C\/a\u003E\u0026nbsp;\u003Cbr\u003EWriter \/ Editor\u0026nbsp;\u003Cbr\u003EGeorgia Tech College of Sciences\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692128":{"#nid":"692128","#data":{"type":"news","title":"CREATE-X Demo Day: Meet the Founders Building What\u2019s Next ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EOn Sept. 3, CREATE-X \u003Ca href=\u0022https:\/\/www.eventbrite.com\/e\/create-x-demo-day-2026-tickets-1990094599519?aff=WebLanding\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EDemo Day \u003C\/a\u003Ewill take place for the first time at LOOP, Georgia Tech\u2019s new creative and cultural hub, where more than 100 startups will give a firsthand look at what Tech founders have spent the summer building and launching.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDemo Day brings together students, investors, mentors, industry leaders, and the Atlanta community to meet founders, experience live product demonstrations, and discover new ventures from Georgia Tech. From women\u2019s health and accessibility to artificial intelligence and manufacturing, founders will showcase companies addressing real-world challenges across industries.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAmong them are two startups whose journeys show just how far an idea can go.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch5\u003E\u003Cstrong\u003EFrom Demo Day Attendees to Founders\u003C\/strong\u003E\u0026nbsp;\u003C\/h5\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor Yaashmita Senthilnathan, a second-year student in the College of Sciences and the Ivan Allen College of Liberal Arts, and Srija Konathala, a second-year student in the College of Computing, this year\u2019s Demo Day represents a full-circle moment.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn 2025, the roommates attended Demo Day together, walking through the exhibits and meeting student founders. \u201cWe really enjoyed Demo Day,\u201d Konathala said. \u201cWe met some other students and thought, \u2018Imagine if that could be us?\u2019\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EA year later, it is.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThey are now building Alva, a women\u2019s health technology startup that combines AI and consulting to help biotech and medtech companies improve product testing.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThrough Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/www.startupexchangegt.org\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EStartup Exchange\u003C\/a\u003E and as finalists in the \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/klaus-startup-challenge\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EKlaus Startup Challenge\u003C\/a\u003E, the founders refined their ideas, pivoted when needed, and eventually launched Alva through CREATE-X.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe team has already secured pilot partnerships with CREATE-X startups from previous cohorts, Deleon and EstroSense, enabling them to validate their platform while helping those companies test the usability of their products.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENow, instead of walking through Demo Day imagining themselves as founders, they\u2019ll be among those showcasing what they\u2019ve built.\u0026nbsp;\u201cGoing from attending Demo Day to now being a part of it honestly shows us how far we\u2019ve come,\u201d Senthilnathan said.\u0026nbsp;\u003C\/p\u003E\u003Ch5\u003E\u003Cstrong\u003EMaking Gaming More Accessible\u003C\/strong\u003E\u0026nbsp;\u003C\/h5\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor Akos Vida, a second-year student in the Daniel Guggenheim School of Aerospace Engineering, the idea behind AdaptaPlay began with a gamer who wanted to play racing video games but couldn\u2019t use a traditional controller.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe gamer had cerebral palsy, and the experience inspired Vida to develop adaptive gaming technology for people with limited hand function.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAdaptaPlay has tested its technology with organizations including the Shepherd Center, AbleGamers Foundation, APAC in Mexico City, and Georgia Tech\u2019s Tools for Life initiative. Vida has also been selected as a speaker for the TEDxAtlanta Youth conference in October.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThrough CREATE-X Startup Launch, he continued refining both the product and his approach to building a company. \u201cEver day, you You believe more and more that your project is possible,\u201d Vida said. \u201cThe guest speakers and mentors make help you realize, that when broken down,you realize that building something like this can actually happen. With every day and milestone, you look back and see that you reached a goal that first seemed impossible\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAt Demo Day, attendees will have the opportunity to meet founders like Vida and see how Georgia Tech students are turning problems they care about into products and companies.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003ECREATE-X Demo Day 2026\u003C\/strong\u003E\u0026nbsp;\u003Cbr\u003EThursday, Sept. 3, 5 \u2013 7 p.m.\u0026nbsp;\u003Cbr\u003E\u003Cstrong\u003ELOOP\u003C\/strong\u003E\u0026nbsp;\u003Cbr\u003E665 Marietta St. NW\u0026nbsp;\u003Cbr\u003EAtlanta, GA 30313\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.eventbrite.com\/e\/create-x-demo-day-2026-tickets-1990094599519?aff=WebLanding\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EDemo Day\u003C\/a\u003E is free and open to the public.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EMore than 100 Georgia Tech startups take center stage Sept. 3 at CREATE-X Demo Day, giving attendees a firsthand look at the products, technologies, and companies being built at Tech.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"See what Georgia Tech founders are building at CREATE-X Demo Day, Sept. 3 at LOOP."}],"uid":"36434","created_gmt":"2026-08-31 16:50:22","changed_gmt":"2026-08-31 18:53:03","author":"lcameron30","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-31T00:00:00-04:00","iso_date":"2026-08-31T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681016":{"id":"681016","type":"image","title":"54761170151_9058cc0e02_o.jpg","body":null,"created":"1788194672","gmt_created":"2026-08-31 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","file":{"fid":"265364","name":"54791810944_247ba23819_o.jpg","image_path":"\/sites\/default\/files\/2026\/08\/31\/54791810944_247ba23819_o.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/31\/54791810944_247ba23819_o.jpg","mime":"image\/jpeg","size":6685536,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/31\/54791810944_247ba23819_o.jpg?itok=UtCvl26n"}}},"media_ids":["681016","681012","681017"],"related_links":[{"url":"https:\/\/www.eventbrite.com\/e\/create-x-demo-day-2026-tickets-1990094599519?aff=WebLanding","title":"Register for Demo Day"}],"groups":[{"id":"583966","name":"CREATE-X"},{"id":"655285","name":"GT Commercialization"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"192255","name":"go-commercializationnews"},{"id":"187915","name":"go-researchnews"},{"id":"137161","name":"CREATE-X"}],"core_research_areas":[{"id":"193658","name":"Commercialization"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ELacey Cameron\u003C\/p\u003E","format":"limited_html"}],"email":["lcameron30@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691887":{"#nid":"691887","#data":{"type":"news","title":"Lara Hodgson Named Executive Director of New Startup Accelerator at Georgia Tech","body":[{"value":"\u003Cp\u003ELara Hodgson has been named the inaugural executive director of the new startup accelerator at Georgia Tech. Under Hodgson\u2019s leadership, the accelerator will begin delivering on its mission to support emerging startups with the resources and infrastructure to scale into businesses.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPreviously known as Velocity Startups,\u0026nbsp;\u003Ca href=\u0022https:\/\/commercialization.gatech.edu\/venturearcade\u0022\u003EThe Venture Arcade\u003C\/a\u003E serves as a bridge between early-stage startup founders who have participated in Georgia Tech initiatives like \u003Ca href=\u0022https:\/\/create-x.gatech.edu\/\u0022\u003ECREATE-X\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/quadrant-i.research.gatech.edu\/\u0022\u003EQuadrant-i\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/biolocity.gatech.edu\/\u0022\u003EBiolocity\u003C\/a\u003E and are focused on scaling their businesses and preparing themselves for late-stage accelerators such as the \u003Ca href=\u0022https:\/\/atdc.org\/\u0022\u003EAdvanced Technology Development Center\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/engage.vc\/\u0022\u003EEngage\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/fusen.world\/\u0022\u003EFusen\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/atlantatechvillage.com\/\u0022\u003EAtlanta Tech Village\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHodgson brings more than two decades of entrepreneurial leadership, capital markets expertise, and global operating experience to the role. As CEO of RoxWrite, she led the development of an industry-leading, AI-powered underwriting, onboarding, and risk-monitoring platform. Hodgson co-founded and led Now Corp from 2010 to 2024, serving as president and CEO of the innovative business-to-business payments company that created NowAccount. Earlier in her career, she co-founded Nourish Inc., served as executive VP of Dunk.net and chief marketing officer and chief operating officer of Dewberry Capital Corporation, and was senior vice president and general manager at iXL, where she built and led the Retail and Consumer\u0026nbsp;Products Practice across 26 global offices serving clients such as The Home Depot, Coca-Cola, and Nike.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022As a Georgia Tech graduate, serial entrepreneur, and longtime mentor to founders at CREATE-X and Harvard Business School, I\u0027ve seen what it takes to start and scale a business, and I\u0027ve seen how much faster and more successful that journey can be with the right resources,\u201d she said. \u201cThe Venture Arcade is built to deliver exactly that, with access to Georgia Tech\u2019s unparalleled resources. Bringing capital, capacity, and customers, The Venture Arcade\u2019s flywheel of growth will give Georgia Tech founders and local technology companies, including hard tech and deep tech, an unfair advantage. I\u0027m proud to work with Georgia Tech to bring this program to Atlanta, a city ready to take its place as a top five technology and startup hub in the U.S.\u0022\u003C\/p\u003E\u003Cp\u003EHodgson is also a nationally recognized thought leader on entrepreneurship and access to capital. She co-authored the award-winning book\u0026nbsp;\u003Cem\u003ELevel Up: Rise Above the Hidden Forces Holding Your Business Back\u003C\/em\u003E (2022), published by Portfolio Penguin and now widely used in university entrepreneurship courses. She previously served as an entrepreneur-in-residence at Harvard Business School, where she continues to mentor founders and judge venture competitions. She has also served as a mentor in Georgia Tech\u2019s CREATE-X 10x program, coaching high-potential founders as they scale and pursue significant market opportunities.\u003C\/p\u003E\u003Cp\u003E\u201cLara possesses the capital formation expertise and business acumen to put The Venture Arcade on the map,\u201d said Raghupathy \u201cSiva\u201d Sivakumar, chief commercialization officer at Georgia Tech and president of Georgia Advanced Technology Ventures. \u201cHer experience building, scaling, and financing companies makes her uniquely suited to shape The Venture Arcade into a meaningful pathway for high-potential startups. Lara truly embodies the entrepreneurial spirit of Georgia Tech, and we are thrilled to have her on the leadership team.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EA proud Georgia Tech alumna, Hodgson earned her bachelor\u2019s degree in aerospace engineering with highest honors and an MBA from Harvard Business School. She is a trustee of the Georgia Tech Foundation and serves on multiple corporate and nonprofit boards. Her honors include recognition as a 2019 EY Entrepreneurial Winning Woman, a Worthy 100 honoree by \u003Cem\u003EWorth\u0026nbsp;\u003C\/em\u003Emagazine, and inclusion in\u003Cem\u003E Pathway of Progress\u003C\/em\u003E, the campus installation celebrating women at Georgia Tech.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbout The Venture Arcade\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe Venture Arcade is a startup accelerator that propels deep-tech innovation, providing the resources and infrastructure for founders to take their innovations to market. Located in the heart of Tech Square in the historic Biltmore Innovation Center, The Venture Arcade offers mentorship, infrastructure, strategic programming, and funding opportunities. The accelerator is made possible through a partnership with\u0026nbsp;\u003Ca href=\u0022https:\/\/gatv.gatech.edu\/home\u0022\u003EGeorgia Advanced Technology Ventures Inc.\u003C\/a\u003E and the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.gtf.gatech.edu\/\u0022\u003EGeorgia Tech Foundation.\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ELara Hodgson has been named the inaugural executive director of the new startup accelerator at Georgia Tech. 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Parmelee\u003Cbr\u003Egrobert6@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692132":{"#nid":"692132","#data":{"type":"news","title":"Shared Tools, National Influence: Georgia Tech\u2019s Decade of Nanotechnology Leadership","body":[{"value":"\u003Cp\u003EFor a decade, Georgia Tech helped lead a national effort to expand access to advanced nanotechnology tools and expertise through the National Nanotechnology Coordinated Infrastructure (NNCI), connecting researchers, students, startups, and educators with shared facilities that helped drive scientific discovery, workforce development, and innovation across the United States.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/shared-tools-national-influence-georgia-techs-decade-nanotechnology-leadership\u0022\u003E\u003Cstrong\u003ERead more \u00bb\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003EOver the past decade, Georgia Tech\u0027s leadership of the National Nanotechnology Coordinated Infrastructure expanded access to advanced research tools, strengthened national collaboration, and helped lay the groundwork for the next generation of nanotechnology and quantum research.\u0026nbsp;\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A national network coordinated by Georgia Tech expanded access to advanced tools and helped shape the next generation of research facilities."}],"uid":"35272","created_gmt":"2026-08-31 16:57:00","changed_gmt":"2026-08-31 17:23:47","author":"aneumeister3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-31T00:00:00-04:00","iso_date":"2026-08-31T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681018":{"id":"681018","type":"image","title":"Cleanroom-045.jpg","body":null,"created":"1788196385","gmt_created":"2026-08-31 17:13:05","changed":"1788196385","gmt_changed":"2026-08-31 17:13:05","alt":"Advanced microfabrication equipment inside Georgia Tech\u2019s cleanroom facility supports the fabrication and characterization of semiconductor devices, quantum technologies, and other nanoscale research innovations.","file":{"fid":"265366","name":"Cleanroom-045.jpg","image_path":"\/sites\/default\/files\/2026\/08\/31\/Cleanroom-045.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/31\/Cleanroom-045.jpg","mime":"image\/jpeg","size":265531,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/31\/Cleanroom-045.jpg?itok=whteDEG1"}},"681019":{"id":"681019","type":"image","title":"map_nnci_site_awards_0.jpg","body":null,"created":"1788196433","gmt_created":"2026-08-31 17:13:53","changed":"1788196433","gmt_changed":"2026-08-31 17:13:53","alt":"Map of National Nanotechnology Coordinated Infrastructure (NNCI) site awards across the United States, highlighting Georgia Tech and partner institutions that provide researchers, students, and industry users with access to advanced nanotechnology and microfabrication facilities.","file":{"fid":"265367","name":"map_nnci_site_awards_0.jpg","image_path":"\/sites\/default\/files\/2026\/08\/31\/map_nnci_site_awards_0_0.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/31\/map_nnci_site_awards_0_0.jpg","mime":"image\/jpeg","size":22333,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/31\/map_nnci_site_awards_0_0.jpg?itok=I5whHHzM"}}},"media_ids":["681018","681019"],"groups":[{"id":"660369","name":"Matter and Systems"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:amelia.neumeister@research.gatech.edu\u0022\u003EAmelia Neumeister\u003C\/a\u003E | Communications Manager\u003C\/p\u003E\u003Cp\u003EThe Institute for Matter and Systems\u003C\/p\u003E","format":"limited_html"}],"email":["amelia.neumeister@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691898":{"#nid":"691898","#data":{"type":"news","title":"Georgia Tech Launches Statewide Hub to Build Aerospace Technical Talent","body":[{"value":"\u003Cp\u003EGeorgia Tech is leading a new NASA-supported workforce development initiative designed to expand aerospace education and strengthen Georgia\u0027s pipeline of skilled technical talent needed for future space missions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThrough a \u003Ca href=\u0022https:\/\/www.nasa.gov\/news-release\/nasa-establishes-state-hubs-to-grow-technical-aerospace-workforce\/\u0022\u003E\u003Cstrong\u003ENext Gen STEM (NGS) NASA Aerospace Skilled Technical Workforce Hubs (NAS_Hub) grant award\u003C\/strong\u003E\u003C\/a\u003E, Georgia Tech will play a central role in addressing a critical labor shortage in the booming aerospace industry and enhance the state\u2019s role as an aerospace industry leader in the global space economy.\u003C\/p\u003E\u003Cp\u003EBeginning this fall, the three-year, $1.5 million award will establish the Southeast Space Technology \u0026amp; Aerospace Readiness Skills (SE-STARS) Hub. The hub will expand opportunities for training and workforce readiness in high-demand technical careers in aerospace.\u003Cbr\u003EThe SE-STARS Hub includes the Georgia Space Grant Consortium (GSGC), Georgia Tech\u2019s Space Research Institute (SRI), the Georgia Tech Manufacturing Institute (GTMI), the Technical College System of Georgia (TCSG), Georgia Southern University, Georgia College and Career Academies, Georgia Aerospace \u0026amp; Defense Alliance (GADA), and select Georgia aerospace employers to support the growing aerospace industry and NASA missions.\u003C\/p\u003E\u003Cp\u003EAerospace products are Georgia\u2019s No. 1 export and the state has more than 800 companies supporting aviation, manufacturing, research, maintenance, repair, and operations.\u0026nbsp; Many aerospace and engineering positions rely on skilled technical workers whose training pathways do not require a four-year, or advanced degree. There are significant gaps in technical roles such as machinists, electronics technicians, test operators, and systems integrators. These shortages are driven by an aging workforce and a projected national shortfall of at least one million skilled technical workers by 2030. (National Academics of Sciences, Engineering, Medicine, 2025). The gap also stems from the rapid pace of technological advancement, where even current skills can quickly become obsolete if not constantly renewed.\u0026nbsp; All this combines to create an urgent need for training to support new and sustainable aerospace career pathways.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EStephen Ruffin\u003C\/strong\u003E, interim chair of the Daniel Guggenheim School of Aerospace Engineering and GSGC director will serve as the principal investigator (PI).\u0026nbsp; \u003Cstrong\u003EJud Ready\u003C\/strong\u003E, executive director of SRI; \u003Cstrong\u003ELori Skillings\u003C\/strong\u003E, GSGC; \u003Cstrong\u003EHossein Taheri\u003C\/strong\u003E, Georgia Southern University; and \u003Cstrong\u003ESteven Ferguson\u003C\/strong\u003E, GTMI, will serve as co-PIs.\u0026nbsp;\u003Cstrong\u003EJeffrey McNabb\u003C\/strong\u003E, a research engineer in Georgia Tech\u2019s Aerospace Systems Design Lab (ASDL), will serve as the program manager, leading day-to-day operations and coordinating the project team.\u003C\/p\u003E\u003Cp\u003E\u0022This initiative strengthens Georgia\u0027s position as a leader in aerospace innovation and manufacturing while providing new opportunities for students and industries across the state,\u0022 said\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003ERuffin.\u003C\/p\u003E\u003Cp\u003ECoordination between public education systems, industry, and workforce agencies can sometimes be limited. SE-STARS will act as a \u0022hub\u0022 to bridge these gaps, connecting Georgia Tech and its specialized research institutes with TCSG\u2019s 22 colleges and 88 campuses to provide statewide access to training.\u003Cbr\u003E\u201cAnother advantage of the program is the stronger network it creates,\u201d said Ruffin. \u201cEach organization in the SE-STARS team has unique capabilities but together we will strengthen the technical workforce pipeline across Georgia and the broader Southeast.\u201d\u003C\/p\u003E\u003Cp\u003EThe SE-STARS team will collaborate with industry partners to develop curriculum aligned with workforce needs. \u201cThe easily ported curricula we develop will be tailored for other institutions to adopt directly, creating a consistent foundation of skills and competencies that employers can universally expect from program graduates across Georgia,\u201d Ready said.\u003C\/p\u003E\u003Cp\u003EStudents will access training through a statewide network of technical colleges serving as regional instructional nodes, which offer flexible online options and hands-on paid apprenticeships to ensure broad geographic reach.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe program also reaches K-12 and adult learners through career academies and specialized STEM labs, creating a structured, sustainable transition from early education to high-demand aerospace credentials.\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003EGTMI will support this work through its Advanced Manufacturing Pathways Program, which connects industry-informed training with pathways into high-demand advanced manufacturing careers.\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia\u0027s expanding aerospace and space sectors are creating high-paying jobs and driving economic growth,\u201d said Ruffin. \u201cThis program will help develop the skilled workforce needed to support that growth and Georgia\u2019s competitiveness in the space economy.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cdiv\u003EFollowing NASA\u0027s announcement, \u003Ca href=\u0022https:\/\/www.cbsnews.com\/atlanta\/news\/nasa-taps-georgia-tech-for-10-5-million-push-to-build-the-space-workforce\/\u0022\u003E\u003Cstrong\u003ECBS News Atlanta featured Georgia Tech.\u0026nbsp;\u003C\/strong\u003E\u003C\/a\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cem\u003EVideo courtesy of CBS News Atlanta.\u003C\/em\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"A $1.5 million NASA award will support aerospace education, workforce development, and entrepreneurship programs across Georgia."}],"field_summary":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003EGeorgia Tech is leading a new statewide workforce development initiative funded by a three-year, $1.5 million NASA award to strengthen aerospace education and address critical shortages of skilled technical workers across Georgia. The Southeast Space Technology \u0026amp; Aerospace Readiness Skills (SE-STARS) Hub will bring together Georgia Tech, the Technical College System of Georgia, universities, industry partners, and workforce organizations to create training programs, apprenticeships, and career pathways in high-demand aerospace fields. By connecting K-12 students, adult learners, technical colleges, and employers, the initiative aims to build a sustainable talent pipeline that supports Georgia\u2019s growing aerospace sector and future NASA mission\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech is leading a new NASA-supported workforce development initiative designed to expand aerospace education and strengthen Georgia\u0027s pipeline of skilled technical talent needed for future space missions. "}],"uid":"36345","created_gmt":"2026-08-24 15:43:56","changed_gmt":"2026-08-26 13:55:29","author":"gwaddell3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-24T00:00:00-04:00","iso_date":"2026-08-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680962":{"id":"680962","type":"image","title":"machine-shop-for-article.jpg","body":"\u003Cp\u003EAE Machine Shop with students.\u003C\/p\u003E","created":"1787586344","gmt_created":"2026-08-24 15:45:44","changed":"1787586344","gmt_changed":"2026-08-24 15:45:44","alt":"Machine shop with students","file":{"fid":"265302","name":"machine-shop-for-article.jpg","image_path":"\/sites\/default\/files\/2026\/08\/24\/machine-shop-for-article.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/24\/machine-shop-for-article.jpg","mime":"image\/jpeg","size":1749821,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/24\/machine-shop-for-article.jpg?itok=YAPuk9Hn"}}},"media_ids":["680962"],"related_links":[{"url":"https:\/\/ae.gatech.edu\/news\/2026\/08\/how-georgia-techs-step-camp-expanding-engineering-opportunities-across-georgia","title":"How Georgia Tech\u0027s STEP Camp Is Expanding Engineering Opportunities Across Georgia"}],"groups":[{"id":"155831","name":"Georgia Tech Manufacturing Institute (GTMI)"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"136","name":"Aerospace"}],"keywords":[{"id":"1325","name":"aerospace"},{"id":"59541","name":"workforce development"}],"core_research_areas":[{"id":"39461","name":"Manufacturing, Trade, and Logistics"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMonique Waddell\u003C\/p\u003E","format":"limited_html"}],"email":["monique.waddell@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691311":{"#nid":"691311","#data":{"type":"news","title":"Hope Among the Pines: A Field Tour in Southeast Georgia Presents Carbon Exchange as Solution","body":[{"value":"\u003Cp\u003E\u201cThe people of Georgia depend on forests for clean air, water quality, wildlife abundance, and a multitude of products consumed in our everyday lives. Our forests are also a sustainable and natural resource that can deliver climate benefits,\u201d said \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/faculty\/clay\/index.html\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ELucas Clay\u003C\/a\u003E, extension professional at the \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/centers-and-initiatives\/ray-c-anderson-center-for-sustainable-business\/index.html\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ERay C. Anderson Center for Sustainable Business\u003C\/a\u003E at the Georgia Tech Scheller College of Business. This message was a main takeaway from a field tour held January 29-30, 2026, across working forests in Southeast Georgia.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EOrganized by the\u0026nbsp;\u003Ca href=\u0022https:\/\/gffgrow.org\/\u0022\u003EGeorgia Forestry Foundation\u003C\/a\u003E\u0026nbsp;(GFF) in partnership with the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/centers-and-initiatives\/ray-c-anderson-center-for-sustainable-business\/index.html\u0022\u003ERay\u0026nbsp;C. Anderson Center for Sustainable Business\u003C\/a\u003E\u0026nbsp;at the \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/\u0022\u003EGeorgia Tech Scheller College of Business\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.clemson.edu\/\u0022\u003EClemson University\u003C\/a\u003E, and the University of Georgia (UGA) \u003Ca href=\u0022https:\/\/warnell.uga.edu\/\u0022\u003EWarnell School of Forestry and Natural Resources\u003C\/a\u003E, the trip brought together university researchers, foresters, potential carbon credit buyers, and family landowners.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia is the number one forestry state in the country, with more than 22\u0026nbsp;million\u0026nbsp;of its\u0026nbsp;roughly 24\u0026nbsp;million forested acres held in private hands. According to the\u0026nbsp;\u003Ca href=\u0022https:\/\/southernforests.org\/wp-content\/uploads\/2023\/10\/SGSF_Fact-Sheet-1.pdf\u0022\u003ESouthern Group of State Foresters\u003C\/a\u003E,\u0026nbsp;forests and the forest products industry in the Southern U.S. provide for more than 18% of the world\u2019s pulpwood for paper and paper-related products and 7% of the world\u2019s industrial roundwood.\u0026nbsp;The timber industry also supports thousands of rural livelihoods and\u0026nbsp;sequesters\u0026nbsp;enormous amounts of carbon. Yet today, Georgia forests are under pressure due to natural disasters and market changes.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe field tour promoted a Georgia-specific carbon exchange that has the potential to save forests, help companies\u0026nbsp;purchase\u0026nbsp;high quality\u0026nbsp;carbon credits, and provide co-benefits for the entire state.\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003EPressure Points: Helene\u2019s Wake and Market Headwinds\u0026nbsp;\u003C\/h3\u003E\u003Cp\u003EAcross pine-forested Southeast Georgia, the devastation left by Hurricane Helene\u0026nbsp;remains\u0026nbsp;impossible to miss. A year and a half later, the cleanup \u2013 which is slow, expensive, and disheartening \u2013 is still ongoing across thousands of acres. Downed timber, too old to be sold for profit, lies in heaps. Throughout the field tour, landowners and foresters shared personal narratives that made it easy to feel the weight of what has been lost.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHelene only worsened troubles that were already underway. The markets for timber and pulpwood have been weakening. Demand for paper products has fallen sharply, taking pulpwood prices with it. In the last year alone, three mills have closed in Georgia.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDo I bother to replant?\u0026nbsp;If I plant, will someone actually buy my timber in 20 years?\u0026nbsp;These are the questions landowners across Georgia are wrestling with. Landowners\u2019 decisions today can lead to a future with fewer forested acres, less healthy forests, and forests converted to development \u2013 a loss that is permanent.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe pressing question throughout the field tour was:\u0026nbsp;What happens next?\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003EStorytelling Matters: The Power of the Personal\u0026nbsp;\u003C\/h3\u003E\u003Cp\u003EOne of the benefits of a field tour is the chance to hear\u0026nbsp;firsthand,\u0026nbsp;personal accounts from the people whose livelihoods depend on forests.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe tour began in Emanuel County at the Willie Hodges Family Farm Estate. Herbert Hodges welcomed the group to the 600-acre property his family has stewarded for four generations. Hodges shows his respect for the land through thoughtful stewardship \u2013 for which he was honored when he was named\u0026nbsp;2025 \u003Ca href=\u0022https:\/\/blog.nwf.org\/2025\/09\/celebrating-landowner-mentor-herbert-hodges-2025-conservationist-of-the-year\/\u0022\u003EConservationist of the Year\u003C\/a\u003E\u0026nbsp;by the Georgia Association of Conservation Districts. However, Hodges worries whether the fifth generation will keep the land, and he wants to\u0026nbsp;demonstrate\u0026nbsp;to his heirs that the land is worth holding onto. He remembers his father telling him, \u201cNever get rid of the land.\u0026nbsp;As long as\u0026nbsp;you keep it, you have somewhere to live, somewhere to go.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/jmhestad\/\u0022\u003EMatt Hestad\u003C\/a\u003E, senior vice president of GFF, said, \u201cMr. Hodges has to identify new opportunities for his property not only to keep his family engaged but also to prove the land is economically valuable, both today and into the future.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe carbon exchange, if built well, could be exactly that kind of new opportunity.\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003EBuilding a Georgia Carbon Exchange\u0026nbsp;\u003C\/h3\u003E\u003Cp\u003EThe initiative to develop a Georgia Carbon Exchange,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/news\/ray-c-anderson-center-for-sustainable-business\/georgia-tech-and-partners-to-establish-state-specific-forest-carbon-exchange.html\u0022\u003Elaunched in 2025\u003C\/a\u003E, is being led collaboratively by the organizers of the field tour.\u0026nbsp;It\u2019s\u0026nbsp;designed to create a voluntary carbon credit marketplace specifically tailored to Georgia\u2019s forest landscape, Georgia\u2019s landowners, and companies that are interested in\u0026nbsp;purchasing\u0026nbsp;high quality\u0026nbsp;carbon credits.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/staff\/eady\/index.html\u0022\u003EDavid Eady\u003C\/a\u003E, director of industry engagement at the Ray C. Anderson Center for Sustainable Business, described the vision: \u201cWe\u0027re looking at creating a marketplace for companies doing business in Georgia or headquartered in Georgia, so they can\u0026nbsp;acquire\u0026nbsp;credits that specifically\u0026nbsp;benefit\u0026nbsp;local communities and ecosystems. We want to make sure that we can continue to manage our valuable forest resources that make up well over half of the land in Georgia.\u201d \u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cCompanies are concerned about sustainability because their customers are \u2013 and one of the things that that\u0027s manifested is a market for carbon credits,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/warnell.uga.edu\/directory\/people\/leslie-boby\u0022\u003ELeslie Boby\u003C\/a\u003E, director of the UGA Southern Regional Extension Forestry. \u201cBeing in forestry, we have the original carbon sequestration system: trees. And we have a lot of trees in Georgia.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe foundation for the Georgia Carbon Exchange already exists, waiting to be built on.\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003EAll the Players at the Table\u0026nbsp;\u003C\/h3\u003E\u003Cp\u003EThe January tour was a pilot that can be replicated for other groups of potential carbon buyers, policymakers, and stakeholders who need to understand what is at stake in Georgia\u2019s forests before they can meaningfully invest in their future.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHestad described what made this first tour valuable: \u201cWe need all the players at the table: academics, buyers, and landowners. I feel like\u0026nbsp;we\u2019ve\u0026nbsp;learned from a variety of people about forest management \u2013 from a private family landowner about intergenerational challenges, from a recreation-focused landowner about wildlife management, and from landowners who have been\u0026nbsp;impacted\u0026nbsp;by Hurricane Helene.\u0026nbsp;We\u2019ve\u0026nbsp;been provided with context for how a carbon exchange could serve those different sectors of landowners.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFor industry representatives on the tour, the experience was eye-opening. They joined the tour to learn more about recovery efforts, community support, and the mechanics of a carbon exchange. At the end of the tour, they said they had a clearer sense of both\u0026nbsp;the urgency\u0026nbsp;and the opportunity.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EClay said, \u201cLandowners are focused on the economics of forestry, and buyers are looking for quality credits. I think there\u0027s a lot of opportunity for both of these things to happen.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EA successful carbon exchange requires trust, understanding, and shared\u0026nbsp;purpose\u0026nbsp;to be cultivated deliberately. Tours like this one are part of that cultivation.\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003EA Common Goal in Focus\u0026nbsp;\u003C\/h3\u003E\u003Cp\u003EGeorgia has everything it needs to make a carbon exchange work: the forests, the science, the institutions, and the will. What it needs now is exactly what the field tour was designed to build: awareness, connection, and shared commitment among the people and organizations whose decisions will shape the future of the state\u2019s forests.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/zach-johnson-19096918\/\u0022\u003EZach Johnson\u003C\/a\u003E, procurement\u0026nbsp;manager\u0026nbsp;at Beasley Timber Management, LLC, told the group: \u201cWith every one green ton of tree growth, you sequester approximately one metric ton of carbon dioxide from the atmosphere.\u0026nbsp;Let\u2019s\u0026nbsp;find a way to certify this wonderful resource we have and prop up these jobs in Georgia \u2013 before\u0026nbsp;it\u2019s\u0026nbsp;too late.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMaintaining\u0026nbsp;Georgia\u2019s forests is not only about carbon. Well-managed forests filter water, support native wildlife, improve air quality, protect public health, and provide opportunities for outdoor recreation. These are co-benefits that a carbon credit does not fully capture but that are very much part of the value proposition for\u0026nbsp;maintaining\u0026nbsp;Georgia\u2019s private forests. As stated by \u003Ca href=\u0022https:\/\/warnell.uga.edu\/directory\/people\/dr-yanshu-li\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EYanshu Li\u003C\/a\u003E, associate professor of forest economics at UGA: \u201cIf we take care of our forests, our forests will take care of us.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAmong the pines of Southeast Georgia, a common goal came into focus. The forests are worth saving. And the right people are coming together with the right plan to make it happen.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EBusiness and forestry experts from Georgia Tech, Clemson University, University of Georgia, and the Georgia Forestry Foundation led a field tour in Southeast Georgia that illuminated current challenges facing landowners and the forestry industry. Organizers shared how a Georgia Carbon Exchange can provide economic incentives to help landowners keep and manage their forests for carbon sequestration, with benefits to impact the entire state.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Georgia Carbon Exchange can provide economic incentives to help landowners keep and manage their forests for carbon sequestration, with benefits to impact the entire state."}],"uid":"36808","created_gmt":"2026-07-28 15:41:23","changed_gmt":"2026-08-25 14:08:18","author":"bmcdonald64","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-28T00:00:00-04:00","iso_date":"2026-07-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680696":{"id":"680696","type":"image","title":"Hope-Among-the-Pines-1.jpg","body":"\u003Cp\u003EField tour attendees in Soperton, Georgia.\u0026nbsp;\u003C\/p\u003E","created":"1785255206","gmt_created":"2026-07-28 16:13:26","changed":"1785255206","gmt_changed":"2026-07-28 16:13:26","alt":"Field tour attendees in Soperton, Georgia. ","file":{"fid":"264998","name":"Hope-Among-the-Pines-1.jpg","image_path":"\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-1.jpg","mime":"image\/jpeg","size":2323053,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/28\/Hope-Among-the-Pines-1.jpg?itok=TTP9Db5g"}},"680697":{"id":"680697","type":"image","title":"Hope-Among-the-Pines-5.jpg","body":"\u003Cp\u003EForest in Soperton, Georgia\u003C\/p\u003E","created":"1785255206","gmt_created":"2026-07-28 16:13:26","changed":"1785255206","gmt_changed":"2026-07-28 16:13:26","alt":"Forest in Soperton, Georgia","file":{"fid":"264999","name":"Hope-Among-the-Pines-5.jpg","image_path":"\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-5.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-5.jpg","mime":"image\/jpeg","size":2639195,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/28\/Hope-Among-the-Pines-5.jpg?itok=aGzumHGQ"}},"680698":{"id":"680698","type":"image","title":"Hope-Among-the-Pines-4.jpg","body":"\u003Cp\u003ETouring a recreational working forest in Metter, Georgia.\u0026nbsp;\u003C\/p\u003E","created":"1785255206","gmt_created":"2026-07-28 16:13:26","changed":"1785255206","gmt_changed":"2026-07-28 16:13:26","alt":"Touring a recreational working forest in Metter, Georgia. ","file":{"fid":"265000","name":"Hope-Among-the-Pines-4.jpg","image_path":"\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-4.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-4.jpg","mime":"image\/jpeg","size":2048200,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/28\/Hope-Among-the-Pines-4.jpg?itok=Lk2rGbaN"}},"680699":{"id":"680699","type":"image","title":"Hope-Among-the-Pines-3.jpg","body":"\u003Cp\u003EHerbert Hodges displays photos: one of his father, Willie Hodges, and the other of his father, brother, and mother (photo credit: Sandra S. Hodges). Hodges leads a tour of the Willie Hodges Family Farm Estate.\u0026nbsp;\u003C\/p\u003E","created":"1785255206","gmt_created":"2026-07-28 16:13:26","changed":"1785255206","gmt_changed":"2026-07-28 16:13:26","alt":"Collaboration image of Herbert Hodges showing his farm estate. ","file":{"fid":"265001","name":"Hope-Among-the-Pines-3.jpg","image_path":"\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-3.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-3.jpg","mime":"image\/jpeg","size":2472549,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/28\/Hope-Among-the-Pines-3.jpg?itok=-vSvhoGE"}},"680700":{"id":"680700","type":"image","title":"Hope-Among-the-Pines-2.jpg","body":"\u003Cp\u003EClockwise from top left: Viewing habitat for gopher turtles. Hurricane Helene damage in Soperton, Georgia, on land owned by Gillis Ag and Timber. Attendees learn about the Georgia Carbon Exchange. Foresters share how Hurricane Helene and market changes have impacted their industry and community.\u0026nbsp;\u003C\/p\u003E","created":"1785255206","gmt_created":"2026-07-28 16:13:26","changed":"1785255206","gmt_changed":"2026-07-28 16:13:26","alt":"Collaboration image of the field tour in south Georgia","file":{"fid":"265002","name":"Hope-Among-the-Pines-2.jpg","image_path":"\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/28\/Hope-Among-the-Pines-2.jpg","mime":"image\/jpeg","size":2521516,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/28\/Hope-Among-the-Pines-2.jpg?itok=zkyZRVxD"}}},"media_ids":["680696","680697","680698","680699","680700"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"660398","name":"Sustainability Hub"}],"categories":[{"id":"144","name":"Energy"},{"id":"154","name":"Environment"},{"id":"194611","name":"State Impact"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"186858","name":"go-sei"},{"id":"84331","name":"and sustainability"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"194566","name":"Sustainable Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETo learn more about the Georgia Carbon Exchange and upcoming field tours, contact\u0026nbsp;\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/faculty\/clay\/index.html\u0022\u003ELucas Clay\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWritten by\u0026nbsp;\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/staff\/lux\/index.html\u0022\u003EJennifer Holley Lux\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPhotography (unless otherwise noted) by\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/mike-gregory-22629a200\/\u0022\u003EMike Gregory\u003C\/a\u003E\u0026nbsp;(Georgia Forestry Association \u0026amp; Foundation)\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":["lucas.clay@gatech.edu","jennifer.lux@scheller.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691838":{"#nid":"691838","#data":{"type":"news","title":"How Virtual Reality is Preparing Kia Workers for the Factory Floor Before Day One","body":[{"value":"\u003Cp\u003EThe car you drove to work this morning is made up of thousands of individual parts that had to be assembled in the right order and in the right way.\u003Cbr\u003E\u003Cbr\u003EBut for the workers behind every vehicle you pass on the road, the job demands speed, precision and repetition, with little room for error or on-the-job learning. A new hire may need to learn dozens of assembly steps and complete them in sync with a fast-moving production line from the first day on the job. The demanding pace can make it difficult for new employees to adjust and gain confidence before entering the production environment.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003ETo help prepare workers for the realities of automotive manufacturing, researchers at \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/\u0022\u003EGeorgia Tech\u2019s H. Milton Stewart School of Industrial and Systems Engineering (ISyE)\u003C\/a\u003E partnered with \u003Ca href=\u0022https:\/\/www.kiageorgia.com\/\u0022\u003EKia Georgia\u003C\/a\u003E to develop a gamified virtual reality (VR) training platform that allows workers to learn, practice and make mistakes before stepping onto the production floor.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u201cThe need for this technology is clear,\u201d said \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/mohsen-moghaddam\u0022\u003EMohsen Moghaddam\u003C\/a\u003E, the Gary C. Butler Family Associate Professor in ISyE and the \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E, who leads the research team behind this project. \u201cNew hires are placed in a fast-paced, high-pressure environment, where there is little room for error or on-the-line learning. For many workers, that transition can feel overwhelming.\u201d\u003Cbr\u003E\u003Cbr\u003EThe project began in 2025 through a collaboration involving Kia Georgia in West Point, Georgia; \u003Ca href=\u0022https:\/\/georgiaaim.org\/\u0022\u003EGeorgia Artificial Intelligence in Manufacturing (Georgia AIM)\u003C\/a\u003E, a statewide effort advancing AI and manufacturing education across Georgia\u0027s industrial ecosystem; \u003Ca href=\u0022https:\/\/www.georgiaquickstart.org\/\u0022\u003EGeorgia Quick Start\u003C\/a\u003E, the state\u2019s workforce training program operated through the \u003Ca href=\u0022https:\/\/www.tcsg.edu\/\u0022\u003ETechnical College System of Georgia (TCSG)\u003C\/a\u003E; and \u003Ca href=\u0022https:\/\/www.spelman.edu\/\u0022\u003ESpelman College\u003C\/a\u003E.\u003Cbr\u003E\u003Cbr\u003E\u0022What makes Georgia one of the top states for business is that we collaborate and work together to solve some of the biggest challenges manufacturers face,\u0022 said \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/people\/steven-ferguson\u0022\u003ESteven Ferguson\u003C\/a\u003E, managing director of Georgia AIM and deputy director of the \u003Ca href=\u0022https:\/\/gtmi.gatech.edu\/\u0022\u003EGeorgia Tech Manufacturing Institute (GTMI)\u003C\/a\u003E. \u201cThis project brought together collaborators across industry, workforce development, and higher education to build a solution that would have been difficult to achieve alone.\u201d\u003Cbr\u003E\u003Cbr\u003EISyE researchers were tasked with developing a VR training solution for Kia\u2019s door assembly line, one of the many stations workers must master before beginning work in the plant.\u003Cbr\u003E\u003Cbr\u003EWhile Kia already provides hands-on training through Georgia Quick Start, certain aspects of the production environment are difficult to replicate outside the factory floor. Researchers saw an opportunity to better prepare workers for the pace and pressure of assembly line work before their first day on the factory floor. \u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EThrough site visits, demonstrations and conversations with workers and trainers, the research team gained a deeper understanding of the challenges new employees face on the production floor and a greater appreciation for the demands of the work.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u201cI didn\u2019t have any idea how hard or how fast-paced this type of work was before starting this project,\u201d said \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/pantea-habibi\u0022\u003EPantea Habibi\u003C\/a\u003E, a postdoctoral researcher within ISyE and member of the project team. \u201cIt\u2019s mentally and physically challenging for workers, and I like that our VR system can reduce a little bit of their struggle so that they learn faster and better.\u201d \u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EThe team\u2019s gamified VR platform guides users through a series of progressively challenging learning stages. Trainees first observe a task being performed and then mirror an expert\u2019s actions before practicing independently with increasing levels of responsibility.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EThe training platform follows an apprenticeship-inspired progression. Trainees first watch an expert perform each task through the platform\u2019s \u201cghost hands,\u201d then practice with guidance from audio prompts and other on-screen cues. As they gain confidence and proficiency, that support gradually fades, allowing them to perform tasks independently.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EOne of the platform\u2019s key advantages is its ability to simulate the movement and pace of an active assembly line \u2013 conditions that would be difficult and costly to recreate in a traditional training environment.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u0022In the virtual world, there\u0027s no material fatigue,\u201d Ferguson added. \u201cBeing able to create an experience where trainees can practice over and over without worrying about wear and tear or damaging components creates a lot of value.\u201d \u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EThe team recently delivered a beta version of the platform and demonstrated it to Kia leadership, including the president and CEO of Kia Georgia.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u0022This project demonstrates what\u0027s possible when industry, higher education, and workforce development partners work together toward a common goal,\u201d said Stuart Countess, Kia Georgia\u2019s President and CEO. \u201cWe appreciate the collaboration of Georgia Tech and Georgia Quick Start in helping prepare the next generation of Kia Georgia team members for success and generating excitement about careers in advanced manufacturing.\u0022\u003Cbr\u003E\u003Cbr\u003EWhile the current version focuses on a single door assembly station, discussions are already underway to expand the technology to additional stations within the plant.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EFor Moghaddam, the project represents ISyE\u2019s human-centered approach to engineering by designing technologies that help people succeed.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u201cThrough this project and many others, the main question we seek to solve is how can we develop assistive technologies at the intersection of AI, robotics and extended reality (XR) that augment human capabilities rather than replace them,\u201d he said.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe H. Milton Stewart School of Industrial and Systems Engineering (ISyE) at Georgia Tech has developed a virtual reality training platform that prepares Kia assembly workers for the pace of the production line.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The H. Milton Stewart School of Industrial and Systems Engineering (ISyE) at Georgia Tech has developed a virtual reality training platform that prepares Kia assembly workers for the pace of the production line. "}],"uid":"35874","created_gmt":"2026-08-20 12:47:27","changed_gmt":"2026-08-21 14:12:24","author":"Anna Akins","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-20T00:00:00-04:00","iso_date":"2026-08-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680938":{"id":"680938","type":"image","title":"The VR training platform allows Kia Georgia employees to gain hands-on experience with assembly tasks before working on the factory floor.","body":null,"created":"1787230190","gmt_created":"2026-08-20 12:49:50","changed":"1787230190","gmt_changed":"2026-08-20 12:49:50","alt":"The VR training platform allows Kia Georgia employees to gain hands-on experience with assembly tasks before working on the factory floor.","file":{"fid":"265272","name":"skillAugmentation.jpeg","image_path":"\/sites\/default\/files\/2026\/08\/20\/skillAugmentation.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/skillAugmentation.jpeg","mime":"image\/jpeg","size":605273,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/skillAugmentation.jpeg?itok=dAeoDkQD"}},"680935":{"id":"680935","type":"image","title":"Georgia Quick Start\u0027s Training Center in West Point, Georgia, where it prepares Kia employees for manufacturing careers (Photo Credit: Georgia Quick Start).","body":null,"created":"1787230190","gmt_created":"2026-08-20 12:49:50","changed":"1787230190","gmt_changed":"2026-08-20 12:49:50","alt":"Georgia Quick Start\u0027s Training Center in West Point, Georgia, where it prepares Kia employees for manufacturing careers (Photo Credit: Georgia Quick Start).","file":{"fid":"265269","name":"KGTC-lead-photo.jpg","image_path":"\/sites\/default\/files\/2026\/08\/20\/KGTC-lead-photo.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/KGTC-lead-photo.jpg","mime":"image\/jpeg","size":629184,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/KGTC-lead-photo.jpg?itok=FqhFrIsn"}},"680936":{"id":"680936","type":"image","title":"Mohsen Moghaddam, ISyE\u0027s Gary C. Butler Family Associate Professor and project lead. ","body":null,"created":"1787230190","gmt_created":"2026-08-20 12:49:50","changed":"1787230190","gmt_changed":"2026-08-20 12:49:50","alt":"Mohsen Moghaddam, ISyE\u0027s Gary C. Butler Family Associate Professor and project lead. ","file":{"fid":"265270","name":"Mohsen-Moghaddam-headshot.jpg","image_path":"\/sites\/default\/files\/2026\/08\/20\/Mohsen-Moghaddam-headshot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/Mohsen-Moghaddam-headshot.jpg","mime":"image\/jpeg","size":100914,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/Mohsen-Moghaddam-headshot.jpg?itok=1sr2b8__"}},"680934":{"id":"680934","type":"image","title":"Kia Georgia\u0027s manufacturing plant in West Point, Georgia (Photo Credit: Kia Georgia). ","body":null,"created":"1787230190","gmt_created":"2026-08-20 12:49:50","changed":"1787230190","gmt_changed":"2026-08-20 12:49:50","alt":"Kia Georgia\u0027s manufacturing plant in West Point, Georgia (Photo Credit: Kia Georgia). ","file":{"fid":"265268","name":"DJI_20260807132204_0002_D.JPG","image_path":"\/sites\/default\/files\/2026\/08\/20\/DJI_20260807132204_0002_D.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/DJI_20260807132204_0002_D.JPG","mime":"image\/jpeg","size":8413184,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/DJI_20260807132204_0002_D.JPG?itok=XfZXiCm7"}},"680937":{"id":"680937","type":"image","title":"Pantea Habibi, a postdoctoral fellow in ISyE and project team member. ","body":null,"created":"1787230190","gmt_created":"2026-08-20 12:49:50","changed":"1787230190","gmt_changed":"2026-08-20 12:49:50","alt":"Pantea Habibi, a postdoctoral fellow in ISyE and project team member. ","file":{"fid":"265271","name":"Pantea-Habibi-headshot.jpg","image_path":"\/sites\/default\/files\/2026\/08\/20\/Pantea-Habibi-headshot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/Pantea-Habibi-headshot.jpg","mime":"image\/jpeg","size":153636,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/Pantea-Habibi-headshot.jpg?itok=DSbmtjGB"}}},"media_ids":["680938","680935","680936","680934","680937"],"groups":[{"id":"1237","name":"College of Engineering"},{"id":"1188","name":"Research Horizons"},{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"145","name":"Engineering"},{"id":"194609","name":"Industry"},{"id":"194685","name":"Manufacturing"},{"id":"135","name":"Research"},{"id":"194611","name":"State Impact"},{"id":"194612","name":"Workforce Development"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39461","name":"Manufacturing, Trade, and Logistics"},{"id":"39541","name":"Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:anna.akins@isye.gatech.edu\u0022\u003EAnna Akins\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECommunications Manager I\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691666":{"#nid":"691666","#data":{"type":"news","title":"The Cybersecurity Imperative in Smart Factories ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EAs manufacturing systems become more connected, the cyberthreat grows with them. \u003Ca href=\u0022https:\/\/ece.gatech.edu\/directory\/saman-zonouz\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESaman Zonouz\u003C\/a\u003E has spent years documenting how vulnerable smart manufacturing environments are. He\u2019s an associate professor in the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E, where he co-leads the Cyber-Physical Security Lab with \u003Ca href=\u0022https:\/\/provost.gatech.edu\/about-the-provost\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ERaheem Beyah\u003C\/a\u003E, Georgia Tech\u2019s provost and executive vice president for Academic Affairs.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022Disrupting the manufacturing sector doesn\u0027t just shut down individual shops. It can directly impact national security and public safety,\u0022 Zonouz said. Because manufacturing is one of 16 federally designated critical infrastructure sectors, it is deeply intertwined with energy, water, and defense, meaning disruptions can cascade far beyond the factory floor.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe threats Zonouz documents go beyond ransomware. His research has demonstrated how adversaries can insert logic bombs into design files, compromising Computer Numerical Control machines or 3D printers.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022We\u0027ve shown how logic bombs can be inserted remotely into design files so that everything looks normal when the part is printed, but once it\u0027s in operation, the attacker can decide when it fails,\u0022 Zonouz said, citing drone propellers, aircraft wings, and power grid transformer components as examples where invisible sabotage could have catastrophic consequences.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EInternet-wide scans conducted by his team found that many shop-floor controllers are directly exposed to the internet, with no meaningful barrier between an adversary and the machines running a production line. Imported equipment compounds the risk, because controllers and firmware from unknown developers may carry unintentional vulnerabilities or deliberately planted backdoors. \u0022In manufacturing, many controllers and machines can still be accessed easily from outside,\u0022 Zonouz said, echoing the kind of supply chain exposure seen in high-profile attacks on widely used software platforms.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHis prescription is straightforward but still largely unimplemented across the sector: Build security into the system design rather than adding it afterward. \u0022The number one principle is to think about cybersecurity and risk when you design the system, not as an afterthought once everything is already built,\u0022 Zonouz said.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHis team has explored this through the $65 million \u003Ca href=\u0022https:\/\/georgiaaim.org\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGeorgia AIM initiative\u003C\/a\u003E, a collaboration with Aaron Stebner, Steven Ferguson, and Animesh Chhotaray, led by Ph.D. student Twisha Chattopadhyay. Using AI for automated anomaly detection allows complex production lines to be monitored continuously without requiring constant human oversight.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EGeorgia Tech\u0027s standing at the intersection of manufacturing and cybersecurity is, by most measures, singular. \u0022Georgia Tech is the only top university with a dedicated School of Cybersecurity and Privacy, with about 30 professors focused solely on cybersecurity, and you rarely see this level of collaboration between cybersecurity and manufacturing faculty anywhere else,\u0022 Zonouz said. That collaboration is already producing joint publications and a patent application for AI-driven attack detection systems developed through Georgia AIM.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENot every attacker wants a quick payoff. Zonouz also tracks advanced persistent threats, where a nation-state actor quietly compromises a controller and does nothing for months, waiting for the right geopolitical moment to act. \u0022They get into the house and just sit there, because by sitting still nobody can detect them,\u0022 Zonouz said. That patience turns an idle, exposed controller into tomorrow\u0027s leverage.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022Manufacturers do not need to solve every problem at once,\u0022 Zonouz said. Finance and energy already operate under mandatory cybersecurity frameworks, while manufacturing\u0027s own standard, the Cybersecurity Maturity Model Certification, is still being phased in. \u0022The security of these systems right now is so weak that basic, easy-to-deploy solutions would stop the majority of attacks that are succeeding simply because the door is wide open,\u0022 he said. The hardest attacks will always be the patient, targeted ones, and closing the obvious gaps first is what buys manufacturers time.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAs manufacturing becomes more connected, Saman Zonouz\u2019s research shows why cybersecurity must be built into industrial systems from the start, before hidden vulnerabilities become threats to production, public safety, and national security.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"As manufacturing becomes more connected, Saman Zonouz\u2019s research shows why cybersecurity must be built into industrial systems from the start, before hidden vulnerabilities become threats to production, public safety, and national security."}],"uid":"36757","created_gmt":"2026-08-13 19:23:46","changed_gmt":"2026-08-20 20:29:09","author":"ychernet3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-13T00:00:00-04:00","iso_date":"2026-08-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680949":{"id":"680949","type":"image","title":"saman.jpg","body":null,"created":"1787257710","gmt_created":"2026-08-20 20:28:30","changed":"1787257710","gmt_changed":"2026-08-20 20:28:30","alt":"Saman Zonouz","file":{"fid":"265285","name":"saman.jpg","image_path":"\/sites\/default\/files\/2026\/08\/20\/saman.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/20\/saman.jpg","mime":"image\/jpeg","size":8442,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/20\/saman.jpg?itok=WHEx5C7P"}}},"media_ids":["680949"],"groups":[{"id":"155831","name":"Georgia Tech Manufacturing Institute (GTMI)"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[],"core_research_areas":[{"id":"39461","name":"Manufacturing, Trade, and Logistics"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jennifer.martin@research.gatech.edu\u0022\u003EJennifer Martin\u003C\/a\u003E\u003Cbr\u003EAssistant Director of Research Communications Services\u003Cbr\u003E\u003Cbr\u003EWriter: Anne Wainscott-Sargent\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691805":{"#nid":"691805","#data":{"type":"news","title":"New Faculty Shows Where Cryptography Meets the Computer System","body":[{"value":"\u003Cp\u003ETaking a \u003Cem\u003EWhere\u2019s Waldo?\u003C\/em\u003E book from his shelf, Assistant Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~aozdemir\/\u0022\u003E\u003Cstrong\u003EAlex Ozdemir\u003C\/strong\u003E\u003C\/a\u003E posed a simple question: Is it possible to prove Waldo is somewhere on the page without showing anyone where he is?\u003C\/p\u003E\u003Cp\u003EThe answer is yes. Ozdemir demonstrated the technique by taking a piece of paper with a small Waldo-shaped hole cut out and placing it over the page. The demonstration confirms that Waldo is on the page without revealing his location or other details and is a simple example of a concept called a zero-knowledge proof.\u003C\/p\u003E\u003Cp\u003EIn computer science, zero-knowledge proofs allow one person to prove that something is true without revealing the information that makes it true.\u003C\/p\u003E\u003Cp\u003EThese types of problems sit at the center of Ozdemir\u2019s work. As a computer scientist and cryptographer, he studies ways to use mathematics and computer programs to protect information. But his work goes beyond creating new methods for keeping data secret. He is interested in connecting those methods to the computer systems that use them.\u003C\/p\u003E\u003Cp\u003E\u201cI get excited about what no one else is working on,\u201d he said. \u201cWhat I\u2019m excited about now is how you relate the security of a computer system to a crypto scheme.\u201d\u003C\/p\u003E\u003Cp\u003ETwo recent papers published at \u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\u0022\u003EUSENIX Security\u003C\/a\u003E show how Ozdemir is applying this approach to real-world privacy and security problems.\u003C\/p\u003E\u003Cp\u003EOne of these problems is how to handle sensitive information without revealing it.\u003C\/p\u003E\u003Cp\u003EImagine two organizations want to combine or analyze information, but neither wants to share its private data with the other. Cryptography can make this possible, but some of these privacy protections can be slow and difficult to use with large amounts of information.\u003C\/p\u003E\u003Cp\u003EOzdemir and his collaborators developed a new system called \u003Ca href=\u0022https:\/\/eprint.iacr.org\/2026\/672\u0022\u003EFLOSS\u003C\/a\u003E (Fast Linear Online Secret-Shared Shuffling) to make one of these tasks much faster.\u003C\/p\u003E\u003Cp\u003EFLOSS allows two parties to mix a set of private information without either party seeing the original data or learning the final order. This process, known as shuffling, is useful in privacy-preserving applications such as data analysis, anonymous messaging, and private advertising.\u003C\/p\u003E\u003Cp\u003EIn tests, FLOSS shuffled more than one million items in less than half a second, making it more than 800 times faster than previous leading methods.\u003C\/p\u003E\u003Cp\u003EFLOSS achieves much of this speed by doing some of the hard mathematical work in advance, before the actual data is available. When the data arrives, the system can complete the shuffle quickly, with very little communication between the two computers.\u003C\/p\u003E\u003Cp\u003EThe system is designed to protect against cheating. If one of the parties tries to manipulate the process or access information it shouldn\u2019t, FLOSS can detect the problem and stop the computation.\u003C\/p\u003E\u003Cp\u003EThe researchers also used FLOSS to create a faster way to sort private information. Sorting is a basic computer task but doing it while keeping the information secret can be expensive. Making that process faster could allow privacy-preserving tools to handle much larger amounts of data.\u003C\/p\u003E\u003Cp\u003EOzdemir tackled another problem through a project called \u003Ca href=\u0022https:\/\/eprint.iacr.org\/2026\/213\u0022\u003EOrbit\u003C\/a\u003E: How can computers perform useful work on information that remains encrypted?\u003C\/p\u003E\u003Cp\u003EFully homomorphic encryption, or FHE, is a form of encryption that allows computers to perform calculations on protected data without first decrypting it. For example, a hospital could send encrypted medical information to a cloud service for analysis without the service seeing the patients\u0027 records.\u003C\/p\u003E\u003Cp\u003EThe challenge is that this type of computing can be extremely slow.\u003C\/p\u003E\u003Cp\u003EOrbit is a computing tool called a compiler that helps make these encrypted calculations more efficient. A compiler takes computer code and turns it into instructions that a computer can run. Orbit examines an entire computation and identifies more efficient ways to handle some of the most expensive steps in fully homomorphic encryption.\u003C\/p\u003E\u003Cp\u003ERather than treating those steps separately, Orbit looks at how they work together and identifies opportunities to reduce the amount of work the computer must do.\u003C\/p\u003E\u003Cp\u003EIn tests, Orbit was between 1.19 and 1.73 times faster than previous leading systems on the workloads studied, including complex tasks such as running artificial intelligence models. The calculations also remained within 0.3% of the accuracy of those performed on unencrypted data.\u003C\/p\u003E\u003Cp\u003EFor Ozdemir, projects like FLOSS and Orbit are part of a broader goal: making advanced cryptography practical enough to use with the computer systems people use every day.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ENow at Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E (SCP), Ozdemir is recruiting Ph.D. students from across the computing stack to work with him. He was drawn to Georgia Tech in part for its multidisciplinary approach to security.\u003C\/p\u003E\u003Cp\u003E\u201cI also just love being around universities,\u201d he said.\u003C\/p\u003E\u003Cp\u003EAt SCP, Ozdemir plans to continue exploring programmable cryptography across the computing stack, integrating cryptography, compilers, and automated reasoning to address security problems from multiple angles. He received his Ph.D. at Stanford University and bachelor\u0027s degree from Harvey Mudd College.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAssistant Professor Alex Ozdemir is bringing an interdisciplinary approach to cryptography at Georgia Tech\u2019s School of Cybersecurity and Privacy. His research combines cryptography, compilers and automated reasoning to make advanced security tools faster and more practical. Using a simple \u003Cem\u003EWhere\u2019s Waldo?\u003C\/em\u003E example, Ozdemir explains how zero-knowledge proofs can allow someone to prove something is true without revealing the information behind the proof.\u003C\/p\u003E\u003Cp\u003EHis recent research includes FLOSS, a system that allows private data to be securely shuffled while dramatically reducing the time needed to process large datasets, and Orbit, a compiler designed to make fully homomorphic encryption more efficient. Together, the projects reflect Ozdemir\u2019s broader goal of connecting the security guarantees of cryptography with the computer systems that use them. At Georgia Tech, he plans to continue this work while recruiting students to explore programmable cryptography across the computing stack.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Assistant Professor Alex Ozdemir is bringing an interdisciplinary approach to cryptography at Georgia Tech\u2019s School of Cybersecurity and Privacy. His research combines cryptography, compilers and automated reasoning to make advanced security tools faster "}],"uid":"36253","created_gmt":"2026-08-19 15:27:07","changed_gmt":"2026-08-20 19:50:43","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-19T00:00:00-04:00","iso_date":"2026-08-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680916":{"id":"680916","type":"image","title":"Alex-Ozdemir.jpg","body":null,"created":"1787153247","gmt_created":"2026-08-19 15:27:27","changed":"1787153247","gmt_changed":"2026-08-19 15:27:27","alt":"A man standing in front of a wooden wall. He is smiling and tilting his head. ","file":{"fid":"265249","name":"Alex-Ozdemir.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/Alex-Ozdemir.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/Alex-Ozdemir.jpg","mime":"image\/jpeg","size":1750068,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/Alex-Ozdemir.jpg?itok=eRUu8UbK"}}},"media_ids":["680916"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691830":{"#nid":"691830","#data":{"type":"news","title":"Silicon Meets Asphalt: Cybersecurity Project Uses AI to Protect Highways","body":[{"value":"\u003Cp\u003EThe highways Georgia citizens use each day are built on more than concrete, steel, and asphalt. Getting to and from school, work, or shopping now depends on networked systems using optical fiber, sensors, video cameras, and electronic devices known as programmable logic controllers (PLCs) that help process information.\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003EAs part of the existing Georgia Traffic Management Center (TMC), those systems notify drivers of changing highway conditions, operate traffic management devices, and help the Georgia Department of Transportation (GDOT) identify and respond to traffic issues requiring immediate attention.\u003C\/p\u003E\u003Cp\u003EIn December 2025, Georgia Tech cybersecurity researchers began working with GDOT to ensure the security of those networked systems and devices. As part of this advanced cybersecurity project, they are applying machine learning (ML), a type of artificial intelligence (AI), to safeguard existing systems and set the stage for future automation.\u003C\/p\u003E\u003Cp\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/gtri.gatech.edu\/newsroom\/silicon-meets-asphalt-cybersecurity-project-uses-ai-protect-highways\u0022\u003ERead the full article\u003C\/a\u003E on the Georgia Tech Research Institute news page\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech cybersecurity researchers are working with the Georgia Department of Transportation to ensure the security of networked systems and devices essential to the state\u0027s transportation network. They are applying machine learning, a type of artificial intelligence, to safeguard existing systems and set the stage for future automation.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech cybersecurity researchers are working to ensure the security of networked highway systems."}],"uid":"27303","created_gmt":"2026-08-19 17:29:15","changed_gmt":"2026-08-19 17:40:38","author":"John Toon","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-19T00:00:00-04:00","iso_date":"2026-08-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680928":{"id":"680928","type":"image","title":"A gate controls access to a reversible lane on an Interstate highway in Atlanta","body":"\u003Cp\u003EA gate controls access to a reversible lane that is part of an express lane on a Georgia interstate highway.\u0026nbsp;\u003C\/p\u003E","created":"1787159934","gmt_created":"2026-08-19 17:18:54","changed":"1787160174","gmt_changed":"2026-08-19 17:22:54","alt":"Gate blocking reversible lane","file":{"fid":"265261","name":"closed-ramp-cropped.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/closed-ramp-cropped.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/closed-ramp-cropped.jpg","mime":"image\/jpeg","size":1637198,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/closed-ramp-cropped.jpg?itok=gCYGSmVu"}}},"media_ids":["680928"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"142","name":"City Planning, Transportation, and Urban Growth"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193653","name":"Georgia Tech Research Institute"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691791":{"#nid":"691791","#data":{"type":"news","title":"Georgia Tech Researchers Discover New Mechanism Behind Soft-Material Adhesion","body":[{"value":"\u003Cp\u003EAnyone who has peeled off a bandage knows that speed matters. Conventional wisdom, and decades of adhesion research, suggest that pulling faster makes adhesive forces stronger. But researchers at Georgia Tech have discovered that soft materials can behave in a far more surprising way.\u003C\/p\u003E\u003Cp\u003EInstead of becoming steadily stickier as they are pulled apart, soft hydrogels first become less adhesive and then more adhesive as the pulling speed increases, revealing a previously unknown \u0022sweet spot\u0022 where detachment is easier. The discovery challenges a long-held assumption in adhesion mechanics and reveals a new physical mechanism that governs how soft materials attach and detach.\u003C\/p\u003E\u003Cp\u003E\u0022We expected the adhesion to increase continuously with pulling speed, as predicted by classical theories,\u0022 said \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/hu-2\u0022\u003E\u003Cstrong\u003EYuhang Hu\u003C\/strong\u003E\u003C\/a\u003E, associate professor in the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/www.chbe.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Chemical and Biomolecular Engineering\u003C\/strong\u003E\u003C\/a\u003E. \u0022Instead, we found the exact opposite over a broad range of speeds. That told us there had to be a completely different physical process at work.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/georgia-tech-researchers-discover-new-mechanism-behind-soft-material-adhesion?utm_source=newsletter\u0026amp;utm_medium=email\u0026amp;utm_content=Discovering%20a%20New%20Mechanism%20Behind%20Soft-Material%20Adhesion\u0026amp;utm_campaign=Daily%20Digest%20-%20Aug.%2019%2C%202026\u0022\u003ERead the full story.\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAnyone who has peeled off a bandage knows that speed matters. Conventional wisdom, and decades of adhesion research, suggest that pulling faster makes adhesive forces stronger. But researchers at Georgia Tech have discovered that soft materials can behave in a far more surprising way.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The discovery challenges a long-held assumption in adhesion mechanics and reveals a new physical mechanism that governs how soft materials attach and detach."}],"uid":"36479","created_gmt":"2026-08-19 14:08:10","changed_gmt":"2026-08-19 14:12:35","author":"abowman41","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-19T00:00:00-04:00","iso_date":"2026-08-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680912":{"id":"680912","type":"image","title":"_0000_YuhangLabforweb.jpg","body":null,"created":"1787148495","gmt_created":"2026-08-19 14:08:15","changed":"1787148495","gmt_changed":"2026-08-19 14:08:15","alt":"Associate Professor Yuhang Hu and three male students from her lab gather around and look at a soft adhesive hydrogel they are studying.","file":{"fid":"265245","name":"_0000_YuhangLabforweb.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/_0000_YuhangLabforweb.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/_0000_YuhangLabforweb.jpg","mime":"image\/jpeg","size":125818,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/_0000_YuhangLabforweb.jpg?itok=iOuqfOd0"}}},"media_ids":["680912"],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"145","name":"Engineering"},{"id":"194685","name":"Manufacturing"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"188776","name":"go-research"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETracie Troha | Communications Officer\u003C\/p\u003E\u003Cp\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691762":{"#nid":"691762","#data":{"type":"news","title":"EPIcenter Summer Research Program Helps Doctoral Students Advance Energy Research ","body":[{"value":"\u003Cp\u003EFour Georgia Tech doctoral students spent the summer working on their dissertation research through the Energy Policy and Innovation Center\u0027s (\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEPIcenter\u003C\/a\u003E) Summer Research Program. The competitive program provides a full summer-semester stipend, along with mentorship and professional development opportunities, to support emerging energy scholars.\u003C\/p\u003E\u003Cp\u003E\u0022One of the goals of the program is to give students the time and support needed to make meaningful progress on their dissertation research while helping them understand the broader policy, economic, and societal implications of their work,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/laura-taylor\u0022\u003ELaura Taylor\u003C\/a\u003E, director of EPIcenter.\u003C\/p\u003E\u003Cp\u003EThe stipends enable participants to focus exclusively on clearly defined research goals. The program also supports peer discussions, communication training, and interdisciplinary learning opportunities designed to strengthen both their research and professional development.\u003C\/p\u003E\u003Cp\u003EThis year\u0027s cohort explored topics ranging from electricity markets and air pollution to critical mineral supply chains and grid modernization, highlighting the breadth of energy-related research taking place across Georgia Tech.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EExploring Complex Energy Challenges\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/anamazmishvili\/\u0022\u003EAna Mazmishvili\u003C\/a\u003E, who studies environmental and energy economics, used the summer to examine how climate policies affect communities across state lines.\u003C\/p\u003E\u003Cp\u003E\u0022My research measures who is actually exposed to pollution from power plants when some states adopt climate regulations to cut emissions while neighboring regions do not,\u0022 Mazmishvili said. \u0022Because air doesn\u0027t stop at state borders, the key question is what happens once the pollution is emitted, and who ends up breathing it.\u0022\u003C\/p\u003E\u003Cp\u003EHer work focuses on the Regional Greenhouse Gas Initiative (RGGI), a cap-and-trade program in the Northeast, and investigates whether the benefits and burdens of emissions reductions are distributed equitably between regulated and neighboring states.\u003C\/p\u003E\u003Cp\u003EMazmishvili said the program provided valuable time to focus on her job-market paper, a central component of her dissertation.\u003C\/p\u003E\u003Cp\u003E\u0022The regular meetings with the program director and other fellows create useful accountability checkpoints and let me hear perspectives from people in very different fields,\u0022 she said. \u0022We\u0027re also learning how to make academic research understandable to a general audience, a skill I expect to use well past this summer.\u0022\u003C\/p\u003E\u003Cp\u003EIndustrial and systems engineering doctoral student\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/faezeh-fahimy-8ba9a81b9\/\u0022\u003EFaeze Fahimi Aghda\u003C\/a\u003E spent the summer developing an optimization model for the U.S. gallium supply chain, a critical component of many advanced technologies.\u003C\/p\u003E\u003Cp\u003EHer research uses mathematical modeling to examine where and when domestic gallium processing facilities should be established under the threat of supply disruptions.\u003C\/p\u003E\u003Cp\u003E\u0022Working on my research through EPIcenter has taught me to look at my problem from a policy point of view rather than focusing only on the math,\u0022 Fahimi Aghda said. \u0022The feedback within the meetings helped me improve my model.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/ryan-anthony-17239b13b\/\u0022\u003ERyan Anthony\u003C\/a\u003E, in the Jimmy and Rosalynn Carter School of Public Policy, explored how one of the largest oil shocks in U.S. history affected electricity customers and whether utility ownership influenced the impact on consumers.\u003C\/p\u003E\u003Cp\u003E\u0022So far, my research suggests that it mattered a lot,\u201d Anthony said. \u201cMunicipal utilities held rates down and absorbed many of the costs, while private, investor-owned utilities passed more costs through to their customers.\u0022\u003C\/p\u003E\u003Cp\u003EAnthony said the program provided critical support for the archival research required for the project.\u003C\/p\u003E\u003Cp\u003E\u0022My project depends on data that only exists in old government reports, and that kind of archival work is difficult to fund,\u0022 he said. \u0022EPIcenter gave me the time and space to do it properly.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EConnecting Research to Real-World Impact\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EFor Samin Alipour, the summer provided an opportunity to explore how electric grids can adapt to growing numbers of distributed energy resources.\u003C\/p\u003E\u003Cp\u003E\u0022Most electric distribution systems were built like one-way roads, carrying power from a substation to homes and businesses,\u0022 Alipour said. \u0022Rooftop solar, batteries, and electric vehicles are turning those roads into two-way systems.\u0022\u003C\/p\u003E\u003Cp\u003EHer research examines how these emerging technologies can be coordinated to increase grid flexibility and clean energy adoption while maintaining safety and reliability and ensuring that costs and benefits are distributed fairly.\u003C\/p\u003E\u003Cp\u003EWith support from EPIcenter, Alipour focused on the economic and policy dimensions of those challenges. \u0022I did not want my research to remain only a technical model,\u0022 she said. \u0022The program has helped me connect the technical results of my dissertation to economic value, reliability, equity and compensation policy.\u0022\u003C\/p\u003E\u003Cp\u003EOne study developed during the summer was accepted for presentation at a specialized power systems conference, an achievement Alipour credits in part to the opportunity to focus on the broader implications of her work.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBuilding the Next Generation of Energy Scholars\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBeyond advancing individual research projects, the Summer Research Program encourages students to engage with colleagues from different disciplines and develop skills for communicating complex ideas to broader audiences.\u003C\/p\u003E\u003Cp\u003E\u201cThrough regular cohort meetings, participants build a community of accountability, discuss research challenges, explore interdisciplinary energy topics, and develop communication skills,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/gilbert-x-gonzalez\u0022\u003EGil Gonzalez\u003C\/a\u003E, program support coordinator for EPIcenter. \u201cStudents also write a research-focused blog post for EPIcenter and present their work at the program\u0027s fall workshop, which allows them to share their research with the broader Georgia Tech energy community.\u201d\u003C\/p\u003E\u003Cp\u003EAs EPIcenter continues to support interdisciplinary energy scholarship at Georgia Tech, the Summer Research Program equips future leaders with the tools to address complex energy challenges through technological innovation, informed policy, and economic analysis.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFour Georgia Tech doctoral students spent the summer working on their dissertation research through the Energy Policy and Innovation Center\u0027s (\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEPIcenter\u003C\/a\u003E) Summer Research Program. The competitive program provides a full summer-semester stipend, along with mentorship and professional development opportunities, to support emerging energy scholars.\u003C\/p\u003E\u003Cp\u003E\u0022One of the goals of the program is to give students the time and support needed to make meaningful progress on their dissertation research while helping them understand the broader policy, economic, and societal implications of their work,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/laura-taylor\u0022\u003ELaura Taylor\u003C\/a\u003E, director of EPIcenter.\u003C\/p\u003E\u003Cp\u003EThe stipends enable participants to focus exclusively on clearly defined research goals. The program also supports peer discussions, communication training, and interdisciplinary learning opportunities designed to strengthen both their research and professional development.\u003C\/p\u003E\u003Cp\u003EThis year\u0027s cohort explored topics ranging from electricity markets and air pollution to critical mineral supply chains and grid modernization, highlighting the breadth of energy-related research taking place across Georgia Tech.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Four Georgia Tech doctoral students spent the summer working on their dissertation research through the Energy Policy and Innovation Center\u0027s (EPIcenter) Summer Research Program. "}],"uid":"36413","created_gmt":"2026-08-18 17:15:39","changed_gmt":"2026-08-18 17:21:43","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-18T00:00:00-04:00","iso_date":"2026-08-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680906":{"id":"680906","type":"image","title":"Students-PhotoCollage.png","body":"\u003Cp\u003E\u003Cem\u003EFrom Top Left (Clockwise): \u003C\/em\u003EAna Mazmishvili, Ryan Anthony, Samin Alipour, Faeze Fahimi Aghda\u003C\/p\u003E","created":"1787073357","gmt_created":"2026-08-18 17:15:57","changed":"1787073357","gmt_changed":"2026-08-18 17:15:57","alt":"From Top Left (clockwise): Ana Mazmishvili, Ryan Anthony, Samin Alipour, Faeze Fahimi Aghda","file":{"fid":"265239","name":"Students-PhotoCollage.png","image_path":"\/sites\/default\/files\/2026\/08\/18\/Students-PhotoCollage.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/18\/Students-PhotoCollage.png","mime":"image\/png","size":1664395,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/18\/Students-PhotoCollage.png?itok=F9-gHuBL"}}},"media_ids":["680906"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"131","name":"Economic Development and Policy"},{"id":"144","name":"Energy"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"186858","name":"go-sei"},{"id":"187915","name":"go-researchnews"},{"id":"188776","name":"go-research"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39511","name":"Public Service, Leadership, and Policy"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:priya.devarajan@research.gatech.edu\u0022\u003EPriya Devarajan\u003C\/a\u003E | SEI Communications Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691740":{"#nid":"691740","#data":{"type":"news","title":"Melkote Named Interim Associate Vice President of Corporate Engagement at Georgia Tech ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EShreyes N. Melkote, Morris M. Bryan Jr. Professor in the George W. Woodruff School of Mechanical Engineering and executive director of the Novelis Innovation Hub at Georgia Tech, has been named interim associate vice president of Corporate Engagement, effective Sept. 1. He will report to Executive Vice President for Research Tim Lieuwen and will lead the Office of Corporate Engagement (OCE) during a national search for the position\u2019s permanent successor.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMelkote succeeds J. Mark Nolan, who announced he will step down from the role effective Aug. 31 after helping establish and grow Georgia Tech\u2019s integrated approach to corporate engagement and industry partnerships.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI am grateful to Shreyes for stepping into this important leadership role during this transition,\u201d said Lieuwen. \u201cThroughout his career, he has demonstrated an exceptional ability to build meaningful partnerships between academia and industry. His deep understanding of research, innovation, and corporate collaboration makes him uniquely qualified to lead our corporate engagement efforts as we continue advancing Georgia Tech\u2019s mission and strengthening relationships with industry partners around the world.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMelkote brings extensive experience building industry partnerships and collaborative research programs. He serves as executive director of the Novelis Innovation Hub at Georgia Tech and has led the Institute\u2019s strategic engagement with The Boeing Company since 2012 through its University Innovation Program. An internationally recognized manufacturing researcher, Melkote has authored more than 300 publications and is a fellow of ASME, SME, and CIRP.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI am honored to serve in this role and build upon the strong foundation established by Mark Nolan and the Office of Corporate Engagement team,\u201d said Melkote.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EA national search is underway for the permanent associate vice president of Corporate Engagement. The search is being led by Chris Jones, John F. Brock III School Chair and Professor in the School of Chemical and Biomolecular Engineering, with support from executive search firm WittKieffer. \u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003E\u003Ca href=\u0022https:\/\/wittkieffer.com\/positions\/a1wun000001z05lmaa\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ELearn more about the position and search process.\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Shreyes Melkote will begin his new interim role on Sept. 1. "}],"field_summary":[{"value":"\u003Cp\u003EMelkote Named Interim Associate Vice President of Corporate Engagement at Georgia Tech\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Melkote Named Interim Associate Vice President of Corporate Engagement at Georgia Tech "}],"uid":"27561","created_gmt":"2026-08-18 11:41:29","changed_gmt":"2026-08-18 11:46:04","author":"Angela Ayers","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-18T00:00:00-04:00","iso_date":"2026-08-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680896":{"id":"680896","type":"image","title":"ShreyesMelkote.jpg","body":"\u003Cp\u003EShreyes N. Melkote\u003C\/p\u003E","created":"1787053314","gmt_created":"2026-08-18 11:41:54","changed":"1787053314","gmt_changed":"2026-08-18 11:41:54","alt":"Headshot of Shreyes Melkote","file":{"fid":"265229","name":"ShreyesMelkote.jpg","image_path":"\/sites\/default\/files\/2026\/08\/18\/ShreyesMelkote.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/18\/ShreyesMelkote.jpg","mime":"image\/jpeg","size":47554,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/18\/ShreyesMelkote.jpg?itok=kEtgptKV"}}},"media_ids":["680896"],"groups":[{"id":"658116","name":"Corporate Engagement"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691717":{"#nid":"691717","#data":{"type":"news","title":"Essie Knows Best","body":[{"value":"\u003Cp\u003EGeorgia Tech industrial design students traveled to an Atlanta nursing home expecting to redesign gardening tools for older adults. Instead, they discovered that the residents themselves were their most important teachers. Working alongside horticultural therapy participants at A.G. Rhodes, the students observed how aging changes the way people interact with everyday objects and learned that good design begins with listening, not assumptions. Together, they developed practical solutions that restored small but meaningful moments of independence, proving that the people living with a problem are indispensable partners in solving it.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/news.research.gatech.edu\/feature\/essie-knows-best\u0022\u003ERead more \u00bb\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"The lesson only nursing home residents can teach Georgia Tech design students."}],"field_summary":[{"value":"\u003Cp\u003EGeorgia Tech industrial design students traveled to an Atlanta nursing home expecting to redesign gardening tools for older adults. Instead, they discovered that the residents themselves were their most important teachers. Working alongside horticultural therapy participants at A.G. Rhodes, the students observed how aging changes the way people interact with everyday objects and learned that good design begins with listening, not assumptions. Together, they developed practical solutions that restored small but meaningful moments of independence, proving that the people living with a problem are indispensable partners in solving it.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Designing with people, rather than for them, can restore independence while teaching future designers lessons no classroom alone can provide."}],"uid":"27255","created_gmt":"2026-08-17 13:40:52","changed_gmt":"2026-08-17 16:37:22","author":"Josie Giles","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-17T00:00:00-04:00","iso_date":"2026-08-17T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680891":{"id":"680891","type":"image","title":"essie-final-thumb.jpg","body":"\u003Cp\u003ELEARNING FROM EXPERIENCE: Georgia Tech industrial design student Olivia Chan (left) works alongside A.G. Rhodes resident Essie Bailey-Demic during a horticultural therapy session. By observing and designing with residents rather than for them, students developed tools that help restore independence.\u003C\/p\u003E","created":"1786981054","gmt_created":"2026-08-17 15:37:34","changed":"1786981054","gmt_changed":"2026-08-17 15:37:34","alt":"Two people work with potted plants in a greenhouse filled with hanging and tabletop greenery during a gardening activity.","file":{"fid":"265223","name":"essie-final-thumb.jpg","image_path":"\/sites\/default\/files\/2026\/08\/17\/essie-final-thumb.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/17\/essie-final-thumb.jpg","mime":"image\/jpeg","size":518282,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/17\/essie-final-thumb.jpg?itok=pFwAUrAx"}}},"media_ids":["680891"],"groups":[{"id":"69599","name":"IPaT"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"195203","name":"go-noshow"},{"id":"188084","name":"go-ipat"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691698":{"#nid":"691698","#data":{"type":"news","title":"Institute for Neuroscience, Neurotechnology, and Society Names Simon Sponberg Associate Director for Interdisciplinary Research","body":[{"value":"\u003Cp\u003EThe Georgia Institute of Technology\u0027s \u003Ca href=\u0022https:\/\/neuro.gatech.edu\/\u0022\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/a\u003E (INNS) has appointed \u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/simon-sponberg\u0022\u003ESimon Sponberg\u003C\/a\u003E as associate director for Interdisciplinary Research, where he will help foster collaborations, support emerging research initiatives, and advance interdisciplinary neuroscience research across campus.\u003C\/p\u003E\u003Cp\u003ELaunched in 2025, INNS serves as a hub for neuroscience and neurotechnology research, connecting researchers across disciplines to advance discovery, innovation, and societal impact.\u003C\/p\u003E\u003Cp\u003E\u201cA core part of INNS\u0027s mission is helping people find one another, connect around shared interests, and build something bigger than they could accomplish alone,\u201d says Executive Director \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/christopher-rozell\u0022\u003EChristopher Rozell\u003C\/a\u003E. \u201cSimon has spent his career bringing together people, perspectives, and disciplines to tackle complex challenges. I can\u0027t think of a better person to help lead our interdisciplinary research efforts and support the next generation of collaborative neuroscience research.\u201d\u003C\/p\u003E\u003Cp\u003EA longtime leader in Georgia Tech\u0027s neuroscience community, Sponberg helped shape the institute\u0027s early foundations through the Neuro Next Initiative, which evolved into INNS. As associate director, he will help guide research strategy, foster new collaborations, and support interdisciplinary work across the neuroscience ecosystem.\u003C\/p\u003E\u003Cp\u003E\u201cNeuro-related research touches so many fields that we inevitably have a problem of finding all the potential right people and opportunities to tap into,\u201d he said. \u201cA core responsibility of this role is helping catalyze the ideas of new teams of talented researchers, educators, and trainees from inception to realization.\u201d\u003C\/p\u003E\u003Cp\u003ESponberg is the Glen Robinson Professor in Complex Systems with appointments in the \u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E, where he directs the \u003Ca href=\u0022https:\/\/sponberg.gatech.edu\/\u0022\u003EAgile Systems Lab\u003C\/a\u003E. His work also connects him to the \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/\u0022\u003EInstitute for Bioengineering and Bioscience\u003C\/a\u003E (IBB) and the \u003Ca href=\u0022https:\/\/robotics.gatech.edu\/\u0022\u003EInstitute for Robotics and Intelligent Machines\u003C\/a\u003E (IRIM), underscoring the cross-disciplinary approach that defines both his research and leadership.\u003C\/p\u003E\u003Cp\u003ESince joining Georgia Tech in 2014, he has built a highly collaborative research program spanning neuroscience, biology, physics, engineering, and robotics while helping foster interdisciplinary connections across campus. He currently leads a \u003Ca href=\u0022https:\/\/news.gatech.edu\/news\/2022\/04\/18\/mathematics-physics-use-moths-and-origami-structures-innovative-defense-research\u0022\u003EMultidisciplinary University Research Initiative\u003C\/a\u003E (MURI) that brings together neuroscientists and engineers from five universities to understand how brains achieve fast, flexible perception and decision-making in complex sensory environments. He also co-leads the \u003Ca href=\u0022https:\/\/neuro.gatech.edu\/georgia-tech-partners-15m-nsf-grant-explore-muscle-dynamics\u0022\u003EIntegrative Movement Sciences Institute\u003C\/a\u003E, an NSF Biological Integration Institute focused on understanding movement and muscle function across scales.\u003C\/p\u003E\u003Cp\u003EHis contributions have been recognized through numerous honors, including a Young Investigator Award from the International Society for Neuroethology, a Klingenstein-Simons Fellowship in the Neurosciences, and the Leddy Family Dean\u2019s Faculty Excellence Award.\u003C\/p\u003E\u003Cp\u003EAs associate director, Sponberg will focus on helping researchers identify new opportunities for connection and collaboration. In addition to overseeing seed funding programs, he hopes to create pathways for researchers to build teams, access support resources, pursue ambitious interdisciplinary research ideas, and team with Georgia Tech\u2019s undergraduate and graduate neuroscience degree programs.\u003C\/p\u003E\u003Cp\u003E\u201cI look forward to being a resource for our community when people are looking for help in building teams or finding opportunities to support their ideas,\u201d he said. \u201cBring your best ideas and please reach out if you want to talk about ideas in the interdisciplinary neuro space that you want to see realized.\u201d\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Georgia Tech researcher and longtime neuroscience community leader will help catalyze new collaborations and research opportunities across the Institute for Neuroscience, Neurotechnology, and Society (INNS).\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Georgia Tech researcher and longtime neuroscience community leader will help catalyze new collaborations and research opportunities across the Institute for Neuroscience, Neurotechnology, and Society (INNS)."}],"uid":"35575","created_gmt":"2026-08-14 20:32:01","changed_gmt":"2026-08-14 20:50:42","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-14T00:00:00-04:00","iso_date":"2026-08-14T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680883":{"id":"680883","type":"image","title":"Simon-Headshot.jpg","body":"\u003Cp\u003EIn addition to his new leadership role at INNS, Simon Sponberg leads a multidisciplinary research program spanning neuroscience, biology, physics, engineering, and robotics.\u003C\/p\u003E","created":"1786739533","gmt_created":"2026-08-14 20:32:13","changed":"1786739533","gmt_changed":"2026-08-14 20:32:13","alt":"Simon Sponberg smiling in front of a whiteboard.","file":{"fid":"265215","name":"Simon-Headshot.jpg","image_path":"\/sites\/default\/files\/2026\/08\/14\/Simon-Headshot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/14\/Simon-Headshot.jpg","mime":"image\/jpeg","size":2798844,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/14\/Simon-Headshot.jpg?itok=7P3QbQBX"}}},"media_ids":["680883"],"related_links":[{"url":"https:\/\/neuro.gatech.edu\/lab-life-inside-institute-neuroscience-neurotechnology-and-society","title":"From Lab to Life: Inside the Institute for Neuroscience, Neurotechnology, and Society"},{"url":"https:\/\/news.gatech.edu\/news\/2022\/04\/18\/mathematics-physics-use-moths-and-origami-structures-innovative-defense-research","title":"Mathematics, Physics Use Moths and Origami Structures for Innovative Defense Research"},{"url":"https:\/\/neuro.gatech.edu\/georgia-tech-partners-15m-nsf-grant-explore-muscle-dynamics","title":"Georgia Tech Partners on $15M NSF Grant to Explore Muscle Dynamics"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"66220","name":"Neuro"},{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"},{"id":"1275","name":"School of Biological Sciences"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"146","name":"Life Sciences and Biology"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"}],"keywords":[{"id":"172970","name":"go-neuro"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193656","name":"Neuro Next Initiative"},{"id":"39521","name":"Robotics"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:audra.davidson@research.gatech.edu\u0022\u003EAudra Davidson\u003C\/a\u003E\u003Cbr\u003ECommunications Manager\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/p\u003E","format":"limited_html"}],"email":["audra.davidson@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691679":{"#nid":"691679","#data":{"type":"news","title":"Why the Data Behind a Part Now Matters as Much as the Part Itself ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003ECounterfeit and out-of-spec components are entering U.S. defense supply chains through thousands of small and midsized suppliers that make up the lower tiers of the industrial base. Researchers at the \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGeorgia Tech Manufacturing Institute\u003C\/a\u003E (GTMI) say the fix isn\u0027t just better parts, but better proof: verified digital records, secured against tampering, that travel with each component from raw material to installation.\u0026nbsp; \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EA landmark 2012 \u003Ca href=\u0022https:\/\/www.armed-services.senate.gov\/press-releases\/senate-armed-services-committee-releases-report-on-counterfeit-electronic-parts\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESenate Armed Services Committee investigation\u003C\/a\u003E documented 1,800 cases involving more than 1 million suspect counterfeit electronic parts in the defense supply chain, traced to more than 650 companies relying on their own unvetted networks of distributors and brokers. In one case, parts changed hands five times before reaching a Raytheon subcontractor.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe Pentagon has separately estimated that \u003Ca href=\u0022https:\/\/www.trentonsystems.com\/en-us\/resource-hub\/blog\/10-shocking-facts-counterfeit-electronics\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eup to 15%\u003C\/a\u003E of the spare and replacement electronic parts it buys are counterfeit. Without verification built into the supply chain, officials warn, a single bad part, or a single exposed manufacturing controller, can compromise a weapons system or halt a production line. That risk hasn\u0027t eased: a \u003Ca href=\u0022https:\/\/www.gao.gov\/products\/gao-25-107283\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E2025 Government Accountability Office report\u003C\/a\u003E found that Department of Defense now depends on more than 200,000 suppliers, and a deeper look at the MQ-9 Reaper drone\u0027s supply chain found Chinese components at the lower tiers despite U.S.- and Europe-based top-tier suppliers.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EManufacturers are adopting a QR-coded digital record, sometimes called a digital passport, that documents a part\u0027s full production history and can be scanned at any point in the supply chain. According to GTMI Executive Director \u003Ca href=\u0022https:\/\/www.gatech.edu\/expert\/tom-kurfess\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ETom Kurfess\u003C\/a\u003E, a member of the National Academy of Engineering who previously oversaw federal manufacturing R\u0026amp;D policy at the White House, the core requirement of this digital infrastructure is straightforward: apart must prove it is what it claims to be.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022I am not a counterfeit part; I was made according to specifications, and you can insert me into that jet engine with high confidence that I\u0027m going to perform as specified,\u0022 Kurfess said, describing what the scan of a digital passport for a replacement jet engine turbine blade needs to confirm before it goes into an F-35.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EHow the Tracking Works\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhile a fighter jet represents the apex of tracking stakes, Kurfess notes that the underlying infrastructure is already proven on much more ordinary assembly lines. He points to a plumbing fixture plant near Hartsfield-Jackson Atlanta International Airport, where every unit carries a QR code that pulls up the humidity conditions during manufacturing, the processing steps, and who worked on the part. Defense components use the same method, where an untraced failure carries far higher stakes.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe technology itself is cost-effective. Shops have swapped standard calipers for Bluetooth-enabled versions that cost only a few dollars more, Kurfess said. Paired with a smartphone or tablet and a cloud account, those calipers automatically and securely feed measurements into a spreadsheet rather than a handwritten log, building a documentation record for every part in a batch.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022Before shipping it off, you essentially signal that you are ready. You click the print button, and a QR code prints out to go right on the shipping bin,\u0022 Kurfess said. \u0022Whoever receives that bin, whether a commercial OEM or a defense prime, scans the code and can pull up the part\u2019s full record.\u201d The same approach covers more complex components. Electric motors built for the automotive industry now upload test-stand performance data to the cloud before shipping; once installed, a vehicle\u0027s control system scans the motor\u0027s passport and calibrates accordingly, Kurfess said. On automotive assembly lines, cameras and scanners verify that every part in a kit is present before workers seal and code it, catching shortages before they halt the production line.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor defense suppliers, Kurfess said the documentation lets prime contractors, and the Department of Defense confirm that a part meets specifications and traces it through its full production history. \u0022We know it\u0027s a good blade, and you can insert it into the F-35,\u0022 he said. \u0022We can track all of it.\u0022\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EThe Cybersecurity Risk\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThat documentation only works if the underlying systems stay secure. \u003Ca href=\u0022https:\/\/ece.gatech.edu\/directory\/saman-zonouz\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESaman Zonouz\u003C\/a\u003E, associate professor in the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EElectrical and Computer Engineering\u003C\/a\u003E, said manufacturing is one of 16 sectors the Department of Homeland Security, through the Cybersecurity and Infrastructure Security Agency (CISA) classifies as \u003Ca href=\u0022https:\/\/www.cisa.gov\/topics\/critical-infrastructure-security-and-resilience\/critical-infrastructure-sectors\/critical-manufacturing-sector\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Ecritical infrastructure\u003C\/a\u003E, dependent on energy and water to operate while other sectors depend on it in turn.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHis research shows adversaries can insert what his team calls \u0022logic bombs\u0022 into design files: code that leaves a manufactured part looking normal until it fails on command, whether that part is a drone propeller or a power grid transformer. He also pointed to supply chain attacks, where imported machine tools arrive with vulnerable or deliberately compromised software already installed, the same pattern behind the SolarWinds breach that hit critical infrastructure nationwide.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EScanning the internet, Zonouz\u0027s team found manufacturing controllers exposed and reachable by outside actors. Manufacturing hasn\u0027t developed cybersecurity measures at the pace of sectors such as finance or energy, he said, in part because engineers built legacy equipment for reliability, not to resist a deliberate attack.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAI cuts both ways, according to Zonouz. It powers new attack-detection systems, including the \u003Ca href=\u0022https:\/\/georgiaaim.org\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGeorgia AI in Manufacturing (Georgia AIM)\u003C\/a\u003E technology corridor, a $65 million initiative that includes a pilot project at the \u003Ca href=\u0022https:\/\/ampf.research.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAdvanced Manufacturing Pilot Facility\u003C\/a\u003E to enable shops to monitor for anomalies without constant human oversight. But AI systems also introduce new, often unknown vulnerabilities that attackers can exploit.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EZonouz encourages manufacturers to build cybersecurity into systems from the start, borrow lessons from more mature sectors already operating under frameworks such as \u003Ca href=\u0022https:\/\/www.nerc.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ENorth American Electric Reliability Corporation\u003C\/a\u003E Critical Infrastructure Protection for the power grid, and prepare for manufacturing standards, including the Department of Defense\u0027s Cybersecurity Maturity Model Certification framework, to tighten over time.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMuch of GTMI\u0027s work runs through the small and midsized manufacturers that supply nuts, bolts, and castings to prime contractors such as Lockheed Martin and General Motors, companies that typically lack the in-house IT resources of a major OEM. Kurfess said GTMI configures the same cloud tools that automate measurement tracking to meet Department of Defense documentation and cybersecurity requirements, working directly with smaller suppliers to build that capability instead of leaving them to develop it alone.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003ETracking Choke Points Before They Become Failures\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe same connectivity that verifies individual parts also shows manufacturers where a supply chain is vulnerable before a disruption hits. Kurfess cites \u003Ca href=\u0022https:\/\/www.library.hbs.edu\/working-knowledge\/japan-disaster-shakes-up-supply-chain-strategies\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Ethe 2011 Fukushima disaster\u003C\/a\u003E, which knocked out a single Japanese plant supplying a chip used in the machine tool industry worldwide, and the \u003Ca href=\u0022https:\/\/link.springer.com\/article\/10.1186\/s41072-025-00220-4\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECovid-era shipping container shortage\u003C\/a\u003E that forced companies to truck castings across the country when no containers were available at U.S. ports for shipping via rail. Mapping a supply chain in both directions, he said, reveals where a single supplier, region, or disruptive event such as inclement weather or a power outage could stop production.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EKurfess compares GTMI\u0027s approach to \u0022being the Google Maps for manufacturing,\u0022 using real-time connectivity to flag bottlenecks and reroute them in the best possible manner. That logic also drives GTMI\u0027s push for distributed manufacturing: spreading production of a component, such as electric vehicle motors, across many smaller regional plants instead of one large facility so a local disruption can\u0027t affect the whole chain. \u003Ca href=\u0022https:\/\/www.fis.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGTMI\u0027s Factory Information Systems Center\u003C\/a\u003E builds the secure supply chain architectures and machine-to-cloud connectivity behind that work.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/chris-gaffney\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EChris Gaffney\u003C\/a\u003E, managing director of Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/www.scl.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESupply Chain and Logistics Institute\u003C\/a\u003E, reached a similar conclusion in a \u003Ca href=\u0022https:\/\/news.research.gatech.edu\/2026\/06\/23\/logistics-transition-what-know-what-watch-and-how-keep-moving\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EJune 2026 research brief\u003C\/a\u003E, calling cyberattacks on physical supply chains \u0022a defining executive risk\u0022 and trusted operational data possibly \u0022the most valuable\u0022 asset a supply chain organization holds.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EVerifying Quality Without Shipping Parts Across the Country\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EGTMI is applying AI directly to quality verification at its \u003Ca href=\u0022https:\/\/ampf.research.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAdvanced Manufacturing Pilot Facility (AMPF)\u003C\/a\u003E, where manufacturers can build and verify a part under one roof instead of shipping it elsewhere for testing. \u0022Right now, in manufacturing, a piece of equipment, a turbine rotor blade, for example, is created in one place, then sent somewhere else for testing,\u0022 said \u003Ca href=\u0022https:\/\/www.mse.gatech.edu\/people\/aaron-stebner\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAaron Stebner\u003C\/a\u003E, an associate professor who leads AMPF\u0027s work under the Georgia AIM initiative. \u0022Often it goes across the country to check its interior structure, then is shipped to a second location to test its chemical composition.\u0022\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAMPF\u0027s connected machines \u0022talk\u0022 to each other using AI and a knowledge management system, verifying a part\u2019s material composition and durability as it\u0027s made rather than after the fact, so manufacturers can confirm they\u0027re building what they intend to build without shipping delays. \u0022No other facility in the nation is built to do this autonomously,\u0022 Stebner said. \u0022Georgia Tech will be the first.\u0022 GTMI is also opening AMPF to remote materials research through a new AI-driven cloud lab (see sidebar).\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EGTMI\u0027s Role\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EKurfess and Zonouz both credited close collaboration between manufacturing and cybersecurity researchers at Georgia Tech, including a dedicated School of Cybersecurity and Privacy, as the basis for GTMI\u0027s work in this area. That collaboration drives research into cyber-secure manufacturing platforms designed with security built in from the outset, and AMPF gives those systems a place to run on production-scale equipment.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EKurfess said the next test is scale: whether digital passports, secure cloud tracking, and AI-verified quality checks can move from a handful of pilot programs and flagship facilities to the thousands of small shops that make up the defense industrial base. The technology, from Bluetooth calipers to readily available and cost-effective cloud accounts, is already cheap enough that cost isn\u0027t the barrier. What remains is installing, securing, and standardizing those tools across a supply chain that still runs largely on paper.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ETo learn more about how GTMI can help defense manufacturers build supply chain resilience, visit \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/engage\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Ehttps:\/\/manufacturing.gatech.edu\/engage\u003C\/a\u003E\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E# # #\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EGTMI to Build AI-Driven Cloud Lab for Remote Materials Research\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EGeorgia Tech is building a Programmable Cloud Laboratory that will let researchers across the country direct materials experiments at the Georgia Tech Manufacturing Institute\u0027s \u003Ca href=\u0022https:\/\/ampf.research.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAdvanced Manufacturing Pilot Facility (AMPF)\u003C\/a\u003E without traveling on-site. The National Science Foundation is funding the project with $18.1 million as part of a planned national network of 20 AI-enabled cloud labs.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EResearchers will submit a request, and AI agents will translate it into a detailed workflow, coordinating robots, equipment, and data collection across the facility. \u0022Researchers can ask a question, have work recommended by AI agents, have experiments carried out at the facility using robotics, and get the results back,\u0022 said Aaron Stebner, GTMI associate director, Eugene C. Gwaltney Jr. Chair, and James R. and Sarah R. Borders Faculty Fellow in the George W. Woodruff School of Mechanical Engineering. \u0022They can use AMPF resources to advance their own research without having to be experts in each piece of equipment or send students to AMPF for weeks at a time.\u0022\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAMPF is approaching autonomous workflow capability across about 38 of its 160 pieces of equipment. The cloud lab aims to push that past 100. \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/pascal-van-hentenryck\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EPascal Van Hentenryck\u003C\/a\u003E, director of the NSF AI Institute for Advances in Optimization, said the system will rely on digital twins, virtual models of the facility, to plan and monitor experiments, and will improve its scheduling and machine tuning as it learns from each run.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe project also integrates Duke University\u0027s Automatic FLOW for Materials Discovery platform and a knowledge and data management platform from \u003Ca href=\u0022https:\/\/www.contextualize.us.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EContextualize\u003C\/a\u003E to connect researchers, instruments, and IT systems across the network. Organizers expect more than 400 users from 150 academic, industry, and government institutions, with more than half participating remotely.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ETom Kurfess, GTMI\u0027s executive director, said the lab will let industry partners test new ideas before committing to large-scale deployment. \u0022This initiative will shorten development cycles and make it easier to bring promising technologies into production, enabling our partners and us to innovate at the speed of thought,\u0022 he said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"GTMI researchers say digital passports and secure-by-design manufacturing are closing gaps in defense supply chains. "}],"field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers are working to make U.S. manufacturing and defense supply chains more secure and resilient by combining digital part tracking, cybersecurity, AI-enabled quality verification, and real-time supply chain monitoring.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers are working to make U.S. manufacturing and defense supply chains more secure and resilient by combining digital part tracking, cybersecurity, AI-enabled quality verification, and real-time supply chain monitoring."}],"uid":"36757","created_gmt":"2026-08-14 13:08:23","changed_gmt":"2026-08-14 19:52:15","author":"ychernet3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-14T00:00:00-04:00","iso_date":"2026-08-14T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680876":{"id":"680876","type":"image","title":"Will Huggins Image","body":"\u003Cp\u003EGeorgia Tech doctoral candidate Will Huggins presents findings of an AMPF case study featuring the manufacture and repair of high-value parts used by the railway industry.\u003C\/p\u003E","created":"1786715691","gmt_created":"2026-08-14 13:54:51","changed":"1786715863","gmt_changed":"2026-08-14 13:57:43","alt":"Georgia Tech doctoral candidate Will Huggins presents findings of an AMPF case study","file":{"fid":"265206","name":"26-R10410-P134-057.jpg","image_path":"\/sites\/default\/files\/2026\/08\/14\/26-R10410-P134-057.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/14\/26-R10410-P134-057.jpg","mime":"image\/jpeg","size":2347177,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/14\/26-R10410-P134-057.jpg?itok=QguEsN9A"}}},"media_ids":["680876"],"groups":[{"id":"155831","name":"Georgia Tech Manufacturing Institute (GTMI)"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[],"core_research_areas":[{"id":"39461","name":"Manufacturing, Trade, and Logistics"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jennifer.martin@research.gatech.edu\u0022\u003EJennifer Martin\u003C\/a\u003E\u003Cbr\u003EAssistant Director of Research Communications Services\u003Cbr\u003E\u003Cbr\u003EWriter: Anne Wainscott-Sargent\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691665":{"#nid":"691665","#data":{"type":"news","title":"Smart Factories Aren\u0027t Coming. They\u0027re Here. ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EThe U.S. has seen its printed circuit board market share plummet to 4% while becoming dangerously dependent on foreign rare earth processing. Now, with global supply chains fracturing, defense industrial capacity under pressure, and adversaries looking to dominate advanced production, the country is in a race to rebuild \u2014 and to rebuild smarter.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ETwo converging trends are shaping what that looks like on the factory floor. The first is the rise of the lighthouse factory, where AI-driven systems, autonomous mobile robots, and centralized digital control work with a skilled human workforce rather than replacing it. The second is physical AI, in which machine learning moves off the server rack and into the manufacturing process itself, making real-time decisions at the machine level that no human operator could match at scale. Together, these shifts are rewriting the economics and the security calculus of American production.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAt the forefront of both is the \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGeorgia Tech Manufacturing Institute (GTMI)\u003C\/a\u003E and its Advanced Manufacturing Pilot Facility (AMPF), a first-of-its-kind, shared-use facility at a research university that is already doing what federal agencies are only beginning to fund. The AMPF is the proving ground where new manufacturing solutions are stress-tested before they reach the shop floor \u2014 where a scrap rate that plagued a major automobile supplier was cut in half in 45 days, and where capabilities are being realized faster than ever thought possible.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022The expectation was that building a capability like this would take decades,\u0022 said \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/steven-ferguson\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESteven Ferguson\u003C\/a\u003E, principal research scientist and GTMI deputy director. \u0022Instead, we\u0027ve compressed that timeline dramatically and are already applying these technologies to solve real manufacturing challenges.\u0022\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe future Ferguson describes has already displaced the old \u201clights\u2011out\u201d myth of fully dark, fully automated factories. What modern smart manufacturing demands is tighter integration between machines and the people who define what those machines should accomplish.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EGeorgia is well positioned to lead that charge. According to the \u003Ca href=\u0022https:\/\/www.gamfg.org\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGeorgia Association of Manufacturing\u003C\/a\u003E, the state supports more than 426,000 manufacturing jobs with average earnings of $86,372, contributing $77.1 billion to the state\u0027s gross regional product. Projected employment growth of 8% between 2024 and 2029 reflects not just expansion but transformation; the sector needs a different kind of worker, and a different kind of research partner than it did a generation ago.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EGTMI and the AMPF have staked out a national leadership position in exactly those capabilities. The facility is pioneering the deployment of physical AI in a university R\u0026amp;D and demonstration environment, using machine learning to monitor and adjust manufacturing processes in real time. When printing a component from a $30,000 barrel of specialty powder or a newly developed superalloy, a process failure is not acceptable. AI-driven systems continuously analyze thousands of optical, thermal, acoustic, and process signals to identify patterns, optimize performance, and detect anomalies.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022In an R\u0026amp;D facility, you program it once, and it changes a million times,\u0022 Ferguson said. \u0022We\u0027re using AI and mobile robots to intelligently coordinate production scheduling, material movement, and manufacturing processes, all while humans define the experiments and interpret the results.\u0022\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe facility also connects the full innovation chain from materials discovery through manufacturing process to quality assurance, demonstrating in one space what others are still planning.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003ESmart Manufacturing as a National Security Imperative\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe stakes extend well beyond production efficiency. Ferguson points to pandemic-era chip shortages that left tens of thousands of finished vehicles waiting on a single component and to current constraints on the critical minerals and chips needed to build AI data centers and defense systems.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022Our ability to manufacture at scale underpins both our economic competitiveness and our national security,\u0022 he said. \u0022If we can\u0027t build what we need when we need it, we\u0027re at a strategic disadvantage.\u0022\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EFrom the Shop Floor: IAC Group\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/tom-f-boney\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ETom Boney\u003C\/a\u003E, chief operating officer for the Americas at \u003Ca href=\u0022https:\/\/iacgroup.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EIAC Group\u003C\/a\u003E, the question wasn\u2019t whether to modernize; it was who could help the company move fast enough to keep plants competitive and workers employed. Georgia Tech, he said, offered something IAC couldn\u2019t build on its own.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cGeorgia Tech brings the brains and computing power we don\u2019t have,\u201d Boney said. \u201cYou\u2019ve got some of the smartest people in the world on that campus, plugged into world-class infrastructure, and we put them side by side with our operators on the shop floor.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAn automotive interior components manufacturer with plants across the U.S., Mexico, and beyond, IAC is competing daily with facilities in lower-cost regions. \u201cFor us, smart manufacturing and AI are really about job and plant future security,\u201d Boney said. \u201cWe\u2019re competing every day with plants in China, Mexico, and the U.S., and we already have tons of production data, but we can\u2019t analyze it fast enough on our own.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIAC\u2019s first project with GTMI focused on a complex adhesive manufacturing process at a plant in Vance, Alabama. The facility had rich production data but lacked computational power and AI modeling to act on it in real time. GTMI students and researchers connected Georgia Tech\u2019s systems directly to the plant\u2019s equipment, working with line operators. The result was a 50% reduction in scrap in roughly 45 days, with those gains then extended to other IAC locations.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe pace of the partnership was another sign that this wasn\u2019t a typical university engagement. A framework agreement that usually takes 12 to 15 months was executed in 35 days, enabling the two organizations to move through new project cycles quickly. IAC now runs five active projects with GTMI, each advancing in turn or making way for the next initiative, a cadence Boney sees as essential to staying competitive on the factory floor.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EBuilding the Workforce of Tomorrow\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIAC\u2019s success with GTMI underscores a hard truth: technology can unlock new performance, but only if there\u2019s a workforce ready to run it. Technology alone cannot sustain a manufacturing renaissance. Ferguson is candid about the workforce challenge posed by automation, particularly the erosion of entry-level roles that once served as the first rung of a career ladder.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022The industry has an image problem. People still picture dark, dirty, and dangerous, when the reality is safer, cleaner, and far more interesting,\u0022 Ferguson said. \u0022Now we\u0027re trying to convince kids, \u0027You don\u0027t have to, you get to.\u0027 We don\u0027t need button pushers. We need thinkers and creators working alongside robots.\u0022\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EGTMI\u0027s response runs from \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/k-12-resources\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EK-12 engagement\u003C\/a\u003E through technical college partnerships to university engineering programs at Georgia Tech, UGA, Georgia Southern, Kennesaw State, and others. For example, UGA partnered with the Russell Innovation Center for Entrepreneurs (RICE) to launch the Georgia AIM Mobile Studio. This traveling advanced-technology lab visits K-12 schools across the state to give students hands-on experience with interactive engineering vignettes and robotics. Teacher boot camps bring high school educators to campus for hands-on training in CAD design, CNC milling, and additive manufacturing, equipping them to return to their classrooms as informed advocates. Dual-enrollment pathways through Georgia\u0027s Technical College System give students an on-ramp well before they graduate from high school.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003EThis workforce strategy extends beyond traditional education. Through programs such as Advanced Manufacturing Pathways, teacher professional development, dual-enrollment partnerships, undergraduate research experiences, graduate research opportunities, and industry-sponsored projects, GTMI is helping develop the technicians, engineers, researchers, and manufacturing leaders needed to support the nation\u0027s next generation of smart factories.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBut the workforce pipeline is only one strand of a much larger web. The AMPF is also where partners pressure-test how AI, automation, and new materials behave under real-world constraints like cost, quality, uptime, safety, and security. At GTMI, AI-driven process control, autonomous material handling, critical-mineral research, and cyber-physical security work in concert to create trusted, resilient production capacity that can scale when it counts, whether that means building lightweight components for vehicles, accelerating drone production to meet national needs, or hardening the critical infrastructure that underpins defense and the economy.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn that context, smart manufacturing is no longer a niche technical initiative. It is the connective tissue between research labs, industry partners, and national readiness, and a platform for new kinds of careers. GTMI\u2019s role is to ensure that those connections are real, tested, and ready to perform under pressure, while opening doors for students, teachers, and workers who will run the next generation of factories. In Georgia, that ecosystem is already taking shape on the ground.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"From physical AI to cybersecure factory design, Georgia Tech\u0027s Manufacturing Institute is setting the pace for the next era of American production. "}],"field_summary":[{"value":"\u003Cp\u003EFrom physical AI to cybersecure factory design, Georgia Tech\u0027s Manufacturing Institute is setting the pace for the next era of American production.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"From physical AI to cybersecure factory design, Georgia Tech\u0027s Manufacturing Institute is setting the pace for the next era of American production. "}],"uid":"36757","created_gmt":"2026-08-13 19:07:32","changed_gmt":"2026-08-14 15:23:50","author":"ychernet3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-13T00:00:00-04:00","iso_date":"2026-08-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680875":{"id":"680875","type":"image","title":"26-R10410-P134-059--2-.jpg","body":"\u003Cp\u003EGeorgia Tech doctoral candidates Neel Shah and Jamila Khanfri discuss how smart factories have the potential to autonomously incorporate domain expertise into additive manufacturing process development, saving industry partners time and money.\u003C\/p\u003E","created":"1786715179","gmt_created":"2026-08-14 13:46:19","changed":"1786715179","gmt_changed":"2026-08-14 13:46:19","alt":"Georgia Tech doctoral candidates Neel Shah and Jamila Khanfri in discussion","file":{"fid":"265205","name":"26-R10410-P134-059--2-.jpg","image_path":"\/sites\/default\/files\/2026\/08\/14\/26-R10410-P134-059--2-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/14\/26-R10410-P134-059--2-.jpg","mime":"image\/jpeg","size":4555456,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/14\/26-R10410-P134-059--2-.jpg?itok=g2qupnzh"}}},"media_ids":["680875"],"groups":[{"id":"155831","name":"Georgia Tech Manufacturing Institute (GTMI)"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[],"core_research_areas":[{"id":"39461","name":"Manufacturing, Trade, and Logistics"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jennifer.martin@research.gatech.edu\u0022\u003EJennifer Martin\u003C\/a\u003E\u003Cbr\u003EAssistant Director of Research Communications Services\u003Cbr\u003E\u003Cbr\u003EWriter: Anne Wainscott-Sargent\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691631":{"#nid":"691631","#data":{"type":"news","title":"How Does Wildfire Smoke Affect the Economy?","body":[{"value":"\u003Cp\u003EWildfires in the United States are getting bigger and the season is getting longer, fueled by hotter and drier weather from climate change. Even when fires are hundreds of miles away, the wildfire smoke can still harm people\u0027s health and create economic costs through air pollution, said \u003Ca href=\u0022https:\/\/www.caseyjwichman.com\/\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003ECasey Wichman,\u003C\/a\u003E an associate professor in Georgia Tech\u2019s School of Economics.\u003C\/p\u003E\u003Cp\u003EThe Air Quality Index (AQI) measures how clean or polluted the air is. A healthy AQI is between zero and 50, but when wildfire smoke blows in and settles over cities, the AQI can reach levels of 500 or more. Poor air quality changes where and how people spend their time and money, reduces productivity (even for those working indoors), and increases healthcare costs.\u003C\/p\u003E\u003Cp\u003E\u201cEnvironmental regulations like the Clean Air Act dramatically improved our air quality over the past 40 years, but as wildfire season becomes the new normal, wildfire smoke is eroding those gains,\u201d Wichman said. According to \u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41586-023-06522-6\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Erecent research,\u003C\/a\u003E wildfire smoke has erased about a quarter of the progress made over previous decades, and more than half in many western states.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/iac.gatech.edu\/featured-news\/2026\/08\/wildfire-smoke-affect-economy\u0022\u003ERead Full Story on the IAC News Page\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EWildfires in the United States are getting bigger and the season is getting longer, fueled by hotter and drier weather from climate change. Even when fires are hundreds of miles away, the wildfire smoke can still harm people\u0027s health and create economic costs through air pollution, said \u003Ca href=\u0022https:\/\/www.caseyjwichman.com\/\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003ECasey Wichman,\u003C\/a\u003E an associate professor in Georgia Tech\u2019s School of Economics.\u003C\/p\u003E\u003Cp\u003EThe Air Quality Index (AQI) measures how clean or polluted the air is. A healthy AQI is between zero and 50, but when wildfire smoke blows in and settles over cities, the AQI can reach levels of 500 or more. Poor air quality changes where and how people spend their time and money, reduces productivity (even for those working indoors), and increases healthcare costs.\u003C\/p\u003E\u003Cp\u003E\u201cEnvironmental regulations like the Clean Air Act dramatically improved our air quality over the past 40 years, but as wildfire season becomes the new normal, wildfire smoke is eroding those gains,\u201d Wichman said. According to \u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41586-023-06522-6\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003Erecent research,\u003C\/a\u003E wildfire smoke has erased about a quarter of the progress made over previous decades, and more than half in many western states.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech economist Casey Wichman explains how increased wildfire smoke from climate change affects spending, productivity, and healthcare costs."}],"uid":"36413","created_gmt":"2026-08-12 19:02:31","changed_gmt":"2026-08-12 19:06:07","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-12T00:00:00-04:00","iso_date":"2026-08-12T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680847":{"id":"680847","type":"image","title":"CaseyWichmanSQUARE--40-.png","body":"\u003Cp\u003ECasey Wichman, Associate Professor, Georgia Tech School of Economics.\u003C\/p\u003E","created":"1786561359","gmt_created":"2026-08-12 19:02:39","changed":"1786561359","gmt_changed":"2026-08-12 19:02:39","alt":"Casey Wichman, Associate Professor in Georgia Tech\u2019s School of Economics.","file":{"fid":"265174","name":"CaseyWichmanSQUARE--40-.png","image_path":"\/sites\/default\/files\/2026\/08\/12\/CaseyWichmanSQUARE--40-.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/12\/CaseyWichmanSQUARE--40-.png","mime":"image\/png","size":448644,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/12\/CaseyWichmanSQUARE--40-.png?itok=GxjiNJf0"}}},"media_ids":["680847"],"related_links":[{"url":"https:\/\/iac.gatech.edu\/featured-news\/2026\/08\/wildfire-smoke-affect-economy","title":"Read Full Story on IAC News Page"}],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"42901","name":"Community"},{"id":"131","name":"Economic Development and Policy"},{"id":"144","name":"Energy"},{"id":"154","name":"Environment"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691593":{"#nid":"691593","#data":{"type":"news","title":"Georgia Tech Engineer Rethinks Supply Chains for Community Resilience ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Cem\u003E--Written by Anne Wainscott-Sargent\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EFrom a single Atlanta church to a growing network across the Southeast, Georgia Tech engineer Sof\u00eda P\u00e9rez-Guzm\u00e1n is connecting communities and researchers to support resilience in extreme weather events.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhen a West Atlanta church received donated solar panels and battery storage to operate as a community resilience hub, P\u00e9rez-Guzm\u00e1n led an academic-practitioner team that helped the congregation turn that hardware into an operational playbook. She is now using the same model to build a regional network that links community leaders and researchers on resilience, food access, and disaster response.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EP\u00e9rez-Guzm\u00e1n, an assistant professor in the School of Civil and Environmental Engineering and a faculty fellow at the Brook Byers Institute for Sustainable Systems (BBISS), focuses on addressing problems within the supply chain and transportation domains. \u201cThese challenges often encompass disruptions, human behavior, multiple stakeholders, and sustainability objectives,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBefore joining Georgia Tech in 2023, she was a postdoctoral research associate at Rensselaer Polytechnic Institute\u2019s Center for Infrastructure, Transportation, and the Environment. She also holds a courtesy appointment in the H. Milton Stewart School of Industrial and Systems Engineering at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAll of the research that I do always starts with a problem that has some sort of important social impact,\u201d she said, \u201cand then I try to draw from my expertise in different fields to help solve that problem.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EBuilding a Network, One Pilot at a Time\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThrough BBISS and its Sustainability Next grant program, P\u00e9rez-Guzm\u00e1n co-leads a community resilience network of roughly 40 to 50 practitioners and researchers working on community-led resilience hubs across Georgia and South Carolina, with plans to expand across the Southeast.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cNeither researchers nor practitioners alone can advance community resilience as they could if they work together,\u201d she said. \u201cThe purpose of the network is to facilitate and leverage partnerships.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ECommunity Church Atlanta is one of the first pilots. The church\u2019s resilience hub, established in 2023, offers weekly support services and on-site solar and battery storage to keep power flowing during outages caused by storms, heat waves, or other disruptions. It is also the launching point for the Westside Resilience Corridor, a partnership of four churches along Cascade Road working to become resilience hubs for their neighborhoods.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWorking with church leaders, emergency managers, and community representatives, P\u00e9rez-Guzm\u00e1n and partners held a two-day workshop to map likely hazards, define critical services, and draft activation procedures. Among those partners was Beth Remmes, coastal outreach and climate resiliency coordinator for Georgia Interfaith Power \u0026amp; Light (GIPL), who helped design and facilitate the process. \u201cThe whole idea behind resilience hubs is creating social cohesion,\u201d Remmes said. \u201cSocial connectivity and relationships in the community are one of the biggest determinants of our ability not only to bounce back, but hopefully to bounce forward in a stronger way.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EShe noted that churches like Community Church Atlanta already serve as informal first responders. The resilience hub work makes that role more intentional by focusing on preparedness, programming, and connection well before an emergency. Just as important, in her view, was Tech\u2019s ability to see how lessons from Community Church Atlanta could inform future resilience hubs across the region.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EErica Holloman-Hill, founder and chief envisioning officer of Ayika Solutions Inc. and a member of Community Church Atlanta, sees that impact from inside the congregation. In the resilience hub effort, she provides technical guidance on the solar and battery system, helps shape programming such as workforce development, and helped bring partners like Groundswell and Georgia Tech to the table.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cGeorgia Tech uniquely brings the science and academia,\u201d Holloman-Hill said. \u201cBeing able to leverage an institution like Georgia Tech gives weight to some of the work that we\u2019re doing, while leaning on the technical expertise of professors like Sof\u00eda and partnering with organizations like GIPL to create models and support.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ELooking ahead, Holloman-Hill said Community Church Atlanta is focused on refining how the hub operates and sharing lessons learned with other churches in the Westside Resilience Corridor. That means clarifying how the church will run the hub during emergencies, which partners need to be at the table, and how a third-party technical advisor can help keep the system performing as designed.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor P\u00e9rez-Guzm\u00e1n, those kinds of relationships are the real outcome. \u201cThe relationship, the trust, the partnership \u2014 it\u2019s probably the most important outcome we\u2019ve seen,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EJennifer Hirsch, senior director of BBISS\u2019s Center for Sustainable Communities Research and Education (SCoRE) and the network co-lead, sees the same value at an institutional scale.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cUniversities are important members of their communities and can be key partners in sustainability and resilience efforts when they mobilize their research capabilities, students, and other resources to partner with and support local leadership and innovations,\u201d Hirsch said. \u201cNetworks of universities and communities can serve as multipliers of innovative approaches. With the resilience hubs network, we are excited to incubate new ideas that are community-centric and evidence-based and tailored to the Southeast communities that our partners know best.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EWhere Resilience Meets Food Access\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThis partnership model also shapes what P\u00e9rez-Guzm\u00e1n calls her most immediately actionable project: a decision-support tool connecting local food producers, distributors, and access points in Atlanta. Her team has gathered survey and experimental data from residents in West End and citywide, testing how distance, travel time, price, and a store\u2019s ties to the community shape where people choose to shop. \u201cWe\u2019re trying to design tools for logistics and food distribution decisions that bring food closer to people,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EA parallel thread runs through her disaster response work, where she studies how people choose among points of distribution for emergency relief. Proximity matters, she\u2019s found, but it isn\u2019t everything. Many people will travel farther if they believe they\u2019re more likely to receive supplies, or if it lets them move closer to family. In urban freight, she has applied the same lens to city logistics, studying behavior around emerging technologies such as sidewalk delivery robots and autonomous trucks.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAtlanta\u2019s mix of freight infrastructure, food access challenges, and weather vulnerability makes it fertile ground for that range of work,\u201d she said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAcross every project, the constant is not only patience but also resilience. Along the way, we realize that the original research idea may no longer make sense, or that different approaches are required. The process is very nonlinear and requires revision, reassessment, and a lot of pivoting,\u201d she said. \u201cIt basically requires tons of resilience!\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThrough BBISS, P\u00e9rez-Guzm\u00e1n co-leads a community resilience network of roughly 40 to 50 practitioners and researchers working on community-led resilience hubs across Georgia and South Carolina.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Through BBISS, P\u00e9rez-Guzm\u00e1n co-leads a community resilience network of roughly 40 to 50 practitioners and researchers working on community-led resilience hubs across Georgia and South Carolina."}],"uid":"34760","created_gmt":"2026-08-10 17:09:38","changed_gmt":"2026-08-12 11:23:32","author":"Laurie Haigh","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-10T00:00:00-04:00","iso_date":"2026-08-10T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680827":{"id":"680827","type":"image","title":"Sof\u00eda P\u00e9rez-Guzm\u00e1n","body":null,"created":"1786381614","gmt_created":"2026-08-10 17:06:54","changed":"1786381738","gmt_changed":"2026-08-10 17:08:58","alt":"Headshot of Sof\u00eda P\u00e9rez-Guzm\u00e1n","file":{"fid":"265150","name":"SPG2024.jpg","image_path":"\/sites\/default\/files\/2026\/08\/10\/SPG2024.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/10\/SPG2024.jpg","mime":"image\/jpeg","size":1710516,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/10\/SPG2024.jpg?itok=DoLrUXFb"}}},"media_ids":["680827"],"groups":[{"id":"244191","name":"Brook Byers Institute for Sustainable Systems"},{"id":"1188","name":"Research Horizons"},{"id":"660398","name":"Sustainability Hub"}],"categories":[{"id":"42901","name":"Community"},{"id":"194611","name":"State Impact"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"188360","name":"go-bbiss"},{"id":"194701","name":"go-resarchnews"}],"core_research_areas":[{"id":"194566","name":"Sustainable Systems"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EMedia Contact: \u003Ca href=\u0022mailto:brent.verrill@research.gatech.edu\u0022\u003EBrent Verrill\u003C\/a\u003E\u003Cbr\u003E\u003Cbr\u003EWriter: Anne Wainscott-Sargent\u003C\/p\u003E","format":"limited_html"}],"email":["brent.verrill@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691623":{"#nid":"691623","#data":{"type":"news","title":"Georgia Tech Researchers Discover New Mechanism Behind Soft-Material Adhesion","body":[{"value":"\u003Cp\u003E\u003Cbr\u003EAnyone who has peeled off a bandage knows that speed matters. Conventional wisdom, and decades of adhesion research, suggest that pulling faster makes adhesive forces stronger. But researchers at Georgia Tech have discovered that soft materials can behave in a far more surprising way.\u003C\/p\u003E\u003Cp\u003EInstead of becoming steadily stickier as they are pulled apart, soft hydrogels first become less adhesive and then more adhesive as the pulling speed increases, revealing a previously unknown \u0022sweet spot\u0022 where detachment is easier. The discovery challenges a long-held assumption in adhesion mechanics and reveals a new physical mechanism that governs how soft materials attach and detach.\u003C\/p\u003E\u003Cp\u003E\u0022We expected the adhesion to increase continuously with pulling speed, as predicted by classical theories,\u0022 said \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/hu-2\u0022\u003E\u003Cstrong\u003EYuhang Hu\u003C\/strong\u003E\u003C\/a\u003E, associate professor in the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/www.chbe.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Chemical and Biomolecular Engineering\u003C\/strong\u003E\u003C\/a\u003E. \u0022Instead, we found the exact opposite over a broad range of speeds. That told us there had to be a completely different physical process at work.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/georgia-tech-researchers-discover-new-mechanism-behind-soft-material-adhesion\u0022\u003ERead the full story on the George W. Woodruff School of Mechanical Engineering website.\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAnyone who has peeled off a bandage knows that speed matters. Conventional wisdom, and decades of adhesion research, suggest that pulling faster makes adhesive forces stronger. But researchers at Georgia Tech have discovered that soft materials can behave in a far more surprising way.\u003C\/p\u003E\u003Cp\u003EInstead of becoming steadily stickier as they are pulled apart, soft hydrogels first become less adhesive and then more adhesive as the pulling speed increases, revealing a previously unknown \u0022sweet spot\u0022 where detachment is easier. The discovery challenges a long-held assumption in adhesion mechanics and reveals a new physical mechanism that governs how soft materials attach and detach.\u003C\/p\u003E\u003Cp\u003E\u0022We expected the adhesion to increase continuously with pulling speed, as predicted by classical theories,\u0022 said \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/hu-2\u0022\u003E\u003Cstrong\u003EYuhang Hu\u003C\/strong\u003E\u003C\/a\u003E, associate professor in the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/www.chbe.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Chemical and Biomolecular Engineering\u003C\/strong\u003E\u003C\/a\u003E. \u0022Instead, we found the exact opposite over a broad range of speeds. That told us there had to be a completely different physical process at work.\u0022\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers have uncovered a new mechanism governing how soft materials adhere, revealing that adhesion can weaken and then strengthen as pulling speed increases \u2014 a finding that could enable new approaches to biomedical devices, soft robotic"}],"uid":"36881","created_gmt":"2026-08-11 21:11:11","changed_gmt":"2026-08-11 21:28:30","author":"ttroha3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-11T00:00:00-04:00","iso_date":"2026-08-11T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680841":{"id":"680841","type":"image","title":"Yuhang-Hu_Article_Picture1.png","body":null,"created":"1786482709","gmt_created":"2026-08-11 21:11:49","changed":"1786482709","gmt_changed":"2026-08-11 21:11:49","alt":"Three-panel figure showing soft-material adhesion experiments: a microscope image of a probe contacting a surface, fluorescence images of the contact area, and a graph showing pull-off force versus retraction speed, with stress relaxation and dynamic bond effects labeled.","file":{"fid":"265167","name":"Yuhang-Hu_Article_Picture1.png","image_path":"\/sites\/default\/files\/2026\/08\/11\/Yuhang-Hu_Article_Picture1.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/11\/Yuhang-Hu_Article_Picture1.png","mime":"image\/png","size":118400,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/11\/Yuhang-Hu_Article_Picture1.png?itok=2T-fAHFm"}}},"media_ids":["680841"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"108731","name":"School of Mechanical Engineering"}],"categories":[{"id":"135","name":"Research"}],"keywords":[{"id":"194701","name":"go-resarchnews"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETracie Troha\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691522":{"#nid":"691522","#data":{"type":"news","title":"As Water Systems Face Cyberattacks, Georgia Tech Research Points to Solutions","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.wsbtv.com\/news\/local\/water-supply-under-attack-by-cybercriminals-metro-atlanta-system-may-have-been-targeted\/XA46MWYNZRAZ5EYUN3RSJZG5SM\/\u0022\u003ERecent\u003C\/a\u003E cyberattacks on municipal water systems across the United States have renewed concerns about the cybersecurity of the operational technology that supports critical infrastructure.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFor researchers in Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Security\u003C\/a\u003E (CPSec) Lab, however, the vulnerabilities behind many of these incidents are far from new.\u003C\/p\u003E\u003Cp\u003EAssociate Professor \u003Cstrong\u003ESaman Zonouz\u003C\/strong\u003E leads the CPSec Lab and has studied programmable logic controllers (PLCs) for years. These devices automate critical infrastructure, including water treatment facilities, power grids, manufacturing plants, and transportation systems. The lab\u2019s work has revealed widespread internet exposure and software vulnerabilities that leave many industrial control systems vulnerable to cyberattacks.\u003C\/p\u003E\u003Cp\u003E\u0022Out of the 16 critical infrastructure sectors defined by the \u003Ca href=\u0022https:\/\/www.cisa.gov\/topics\/critical-infrastructure-security-and-resilience\/critical-infrastructure-sectors\u0022\u003ECybersecurity and Infrastructure Security Agency\u003C\/a\u003E, four are considered lifelines,\u0022 Zonouz said. \u0022Of those four, communications, energy, transportation, and water, the water sector is the most vulnerable, which is why it is so often targeted.\u0022\u003C\/p\u003E\u003Cp\u003EPLCs serve as the brains of industrial operations, monitoring sensors and controlling equipment that keep essential services operational.\u003C\/p\u003E\u003Cp\u003E\u0022Imagine you have a thermostat that controls the temperature of your house. That is a type of controller,\u0022 Zonouz explained. \u0022The professional version does the same thing in industry.\u0022\u003C\/p\u003E\u003Cp\u003EWhen these controllers are directly accessible from the internet, attackers can exploit them to disrupt operations, manipulate industrial processes, or interfere with the systems that deliver essential services. Controllers may be intentionally exposed to allow operators to monitor equipment remotely. They can also be unintentionally accessible online because of configuration errors.\u003C\/p\u003E\u003Cp\u003EHowever, internet exposure is only part of the problem.\u003C\/p\u003E\u003Cp\u003EThe CPSec Lab maintains a collection of PLCs that researchers reverse engineer to better understand their firmware, communication protocols, and security weaknesses. Their research has found that many controllers contain vulnerabilities that attackers can exploit once they gain access.\u003C\/p\u003E\u003Cp\u003E\u0022Not only can the attackers see the house they want to rob, but the doors are also left unlocked,\u0022 Zonouz said.\u003C\/p\u003E\u003Cp\u003EIn 2024, Zonouz and his collaborators presented \u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3658644.3690195\u0022\u003EPLCHound\u003C\/a\u003E at the ACM Conference on Computer and Communications Security (CCS), introducing an automated system that identifies internet-connected PLCs hidden within massive internet-scale datasets collected by services such as Shodan and Censys. The work was led by Ph.D. student \u003Cstrong\u003ERyan Pickren\u003C\/strong\u003E. Provost and Executive Vice President for Academic Affairs \u003Cstrong\u003ERaheem Beyah\u003C\/strong\u003E, Assistant Professor \u003Cstrong\u003EFrank Li\u003C\/strong\u003E, and Research Scientist \u003Cstrong\u003EAnimesh Chhotaray\u003C\/strong\u003E are co-authors of the study.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERather than relying on traditional scanning techniques, PLCHound identifies subtle network signatures that reveal industrial devices that prior methods often missed. Using the system, the researchers conducted one of the largest studies of publicly reachable PLCs from major manufacturers.\u003C\/p\u003E\u003Cp\u003ETheir findings showed that previous estimates undercounted the number of internet-accessible industrial controllers by as much as 37 times. Even more concerning, nearly 96% of the identified devices exposed protocols linked to recently disclosed critical vulnerabilities.\u003C\/p\u003E\u003Cp\u003EThe researchers did more than document the problem. After identifying exposed devices, the team launched a large-scale notification campaign, contacting more than 7,000 industrial operators to alert them that their systems appeared vulnerable. The effort enabled many organizations to investigate and address security issues before they could be exploited.\u003C\/p\u003E\u003Cp\u003EThe recent attacks on municipal water systems reinforce concerns researchers have raised for years: many critical infrastructure operators continue to rely on operational technology designed primarily for reliability and performance rather than for cybersecurity.\u003C\/p\u003E\u003Cp\u003EImproving those defenses, Zonouz said, will require more than simply patching individual vulnerabilities.\u003C\/p\u003E\u003Cp\u003EThe researchers cite the energy sector as a model. Compared with other critical infrastructure sectors, electric utilities generally operate under more mature cybersecurity requirements and undergo routine compliance audits, providing organizations with greater visibility into the devices connected to their networks and the risks they pose.\u003C\/p\u003E\u003Cp\u003EImplementing those improvements will not be easy. Many municipal water utilities operate with limited budgets and aging infrastructure, leaving little funding available for cybersecurity investments. As attacks on critical infrastructure become more frequent, the researchers argue that gaining visibility into operational technology assets and strengthening oversight are essential first steps to protect the systems communities rely on every day.\u003C\/p\u003E\u003Cp\u003EThe CPSec Lab is a collaborative laboratory within the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E as well as the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ERecent cyberattacks on municipal water systems across the United States have renewed concerns about the cybersecurity of the operational technology that supports critical infrastructure.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFor researchers in Georgia Tech\u0027s Cyber-Physical Security (CPSec) Lab, however, the vulnerabilities behind many of these incidents are far from new.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Recent cyberattacks on municipal water systems across the United States have renewed concerns about the cybersecurity of the operational technology that supports critical infrastructure. "}],"uid":"36253","created_gmt":"2026-08-06 16:59:42","changed_gmt":"2026-08-11 16:28:52","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-06T00:00:00-04:00","iso_date":"2026-08-06T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"673306":{"id":"673306","type":"image","title":"Saman Zonouz is a Georgia Tech associate professor and lead researcher for the DerGuard project. ","body":null,"created":"1709660104","gmt_created":"2024-03-05 17:35:04","changed":"1709660054","gmt_changed":"2024-03-05 17:34:14","alt":"Saman Zonouz is a Georgia Tech associate professor and lead researcher for the DerGuard project. ","file":{"fid":"256679","name":"Saman-Zonouz.jpg","image_path":"\/sites\/default\/files\/2024\/03\/05\/Saman-Zonouz.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2024\/03\/05\/Saman-Zonouz.jpg","mime":"image\/jpeg","size":56998,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/03\/05\/Saman-Zonouz.jpg?itok=qOSZDIrt"}}},"media_ids":["673306"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"144","name":"Energy"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"145171","name":"Cybersecurity"},{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39481","name":"National Security"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691608":{"#nid":"691608","#data":{"type":"news","title":"AI Can Help Make Complex IPO Filings Easier to Analyze","body":[{"value":"\u003Cp\u003EFor investors trying to make sense of a company going public, one of the most important documents is often the most difficult to understand.\u003C\/p\u003E\u003Cp\u003EInitial public offering (IPO) filings are dense disclosures submitted to the U.S. Securities and Exchange Commission. They can stretch hundreds of pages and combine legal language, financial data, and visuals like charts and infographics. Even experienced analysts struggle to read them end to end, leaving many everyday investors relying on headlines or summaries.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ENew research from \u003Ca href=\u0022https:\/\/fintech.gatech.edu\/#\/\u0022\u003EGeorgia Tech\u2019s Financial Services Innovation Lab\u003C\/a\u003E reveals how artificial intelligence can make these critical documents more accessible and reveals where AI still has room for improvement.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents\u201d authors include Michael Galarnyk, Siddharth Lohani, Vidhyakshaya Kannan, Sagnik Nandi, Aman Patel, Liqin Ye, Arnav Hiray, Rutwik Routu, Prasun Banerjee, Siddhartha Somani, and Sudheer Chava.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMaking the Complex Understandable\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe authors developed \u003Ca href=\u0022https:\/\/arxiv.org\/pdf\/2605.28714\u0022\u003EIPO-Mine\u003C\/a\u003E, an open-source toolkit and dataset designed to break IPO filings into manageable pieces. Instead of treating filings as a single document, IPO-Mine separates them into structured sections and extracts visuals like charts for analysis.\u003C\/p\u003E\u003Cp\u003E\u201cIPO filings are important public documents, but they are very difficult to work with at scale,\u201d said \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/siddharthlohani\/\u0022\u003ESiddharth Lohani\u003C\/a\u003E, a Georgia Tech computer science major \u201926, software engineer at Bloomberg, and co-first author of the study. \u201cWe wanted to make these filings easier to analyze systematically.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhy IPO Filings Matter\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EIPO filings offer investors a detailed look at how a company operates before it goes public.\u003C\/p\u003E\u003Cp\u003E\u201cIPO filings give investors a clearer look at how a company makes money, what risks it faces, and how it positions itself before entering the public market,\u201d said \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/arnav-hiray\/\u0022\u003EArnav Hiray\u003C\/a\u003E, a Georgia Tech machine learning doctoral student in the Financial Services Innovation Lab, \u003Ca href=\u0022https:\/\/vip.gatech.edu\/teams\/entry\/1279\/\u0022\u003EAI for Financial Markets VIP instructor\u003C\/a\u003E, \u0026nbsp;and co-author. \u201cEven if everyday investors don\u2019t read the full filing, these documents can help them better understand a company\u2019s prospects.\u201d\u003C\/p\u003E\u003Cp\u003EFor retail investors, that insight can help cut through marketing hype and offer a clearer sense of a company\u2019s underlying strengths and risks.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAI\u2019s Strengths\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EResearch shows that large language models and multimodal AI models can use their speed, scale, and pattern-recognition capabilities to offer significant advantages when analyzing IPO filings, including:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e80105b07d5b0d11faf071ba4a653dbdf\u0022\u003EProcessing massive documents: IPO filings can exceed hundreds of thousands of words, making manual review difficult. IPO-Mine structures the filings into sections and extracts visuals for analysis.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ea54b334a7c419b3f02b3b99341559ff8\u0022\u003EStructuring unorganized data: IPO-Mine standardizes inconsistent sections across filings, making comparisons easier across companies and industries.\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e081b77f8c34f03026ea81d13df00e0de\u0022\u003EAnalyzing text and visuals together: By extracting charts and images, AI can evaluate not just what companies say, but how they present information visually.\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022eee168697d8050bf1cac161d049fa1ff2\u0022\u003EIdentifying trends at scale: Researchers can analyze patterns in disclosure practices across decades, industries, and thousands of companies.\u003Cbr\u003E\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003ETogether, these capabilities could help democratize financial analysis, giving more investors access to insights that were once limited to professionals.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EA Key Finding\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EOne of the study\u2019s most striking findings is that IPO filings are evolving in two different directions.\u003C\/p\u003E\u003Cp\u003E\u201cWhat stood out was that the text and visuals appear to be moving in different directions,\u201d Lohani said. \u201cInvestors and researchers need to pay attention to both.\u201d\u003C\/p\u003E\u003Cp\u003EThe research shows that written sections are becoming more standardized, while visual elements such as charts and infographics are becoming more complex and varied.\u003C\/p\u003E\u003Cp\u003E\u201cAs text becomes more standardized, more of a company\u2019s distinctive story shifts into its visuals,\u201d said \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/vidhyakshayakannan\/\u0022\u003EVidhyakshaya Kannan\u003C\/a\u003E, a Georgia Tech Financial Services Innovation Lab intern and co-author. \u201cBecause boilerplate language often looks the same across filings, charts and infographics are increasingly where companies differentiate themselves and make their case to investors.\u201d\u003C\/p\u003E\u003Cp\u003EFor investors, that means understanding a company requires studying the visuals as carefully as the text; figures can\u2019t simply be skimmed or skipped over.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhere AI Struggles\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDespite its promise, AI is not yet a perfect solution.\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e16599de6b5ed90a37957219cfb129f7a\u0022\u003EIPO filings are long: longer documents can reduce model performance, making it difficult for AI to maintain accuracy across an entire filing.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022eafdf1a735bfeac1eef2b40a946cd2d14\u0022\u003EIPO filings are visual: AI tools struggle to interpret visual data correctly.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e939c27f235f13b396533231783d65cd6\u0022\u003EIPO filings are multimodal: filings combine text, tables, and visuals in inconsistent formats. This makes them difficult for AI models to process reliably.\u003Cbr\u003E\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u201cOur results show that even strong multimodal models can disagree with expert human judgments on financial charts, especially when they are misleading,\u201d Kannan said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThe Future of Financial Transparency\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAI can accelerate analysis and uncover patterns, but human judgment remains essential for interpreting the visuals companies increasingly use to tell their story. Even with these limitations, researchers believe tools like IPO-Mine could play an important role in shaping the future of financial transparency.\u003C\/p\u003E\u003Cp\u003E\u201cIPO-Mine can help researchers, regulators, and investors analyze IPO disclosures more systematically, revealing patterns in how companies communicate risk, performance, and strategy before entering public markets,\u201d said Hiray.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBy making complex financial disclosures more accessible and actionable, AI-powered tools have the potential to broaden access to critical market information and support more informed investment decisions.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.youtube.com\/watch?v=Qs17Ta40JEY\u0022\u003EWatch the researchers explain IPO-Mine and its impact\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/arxiv.org\/pdf\/2605.28714\u0022\u003ERead More: IPO-Mine\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/centers-and-initiatives\/center-for-finance-and-technology\/about.html\u0022\u003ELearn More: Center for Finance and Technology\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers developed IPO-Mine, an AI-powered toolkit that helps investors, researchers, and regulators analyze complex IPO filings more efficiently while highlighting the continued importance of human judgment when interpreting the visuals companies use to tell their story.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers developed IPO-Mine, an AI-powered toolkit that helps investors, researchers, and regulators analyze complex IPO filings more efficiently."}],"uid":"36730","created_gmt":"2026-08-11 15:55:12","changed_gmt":"2026-08-11 16:07:06","author":"klowe36","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-11T00:00:00-04:00","iso_date":"2026-08-11T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680836":{"id":"680836","type":"image","title":"IPO-Mine Researchers","body":"\u003Cp\u003EArnav Hiray, machine learning doctoral student; Vidhyakshaya Kannan, a Georgia Tech Financial Services intern; and Siddharth Lohani, a computer science major \u201926 and software engineer at Bloomberg.\u003C\/p\u003E","created":"1786463495","gmt_created":"2026-08-11 15:51:35","changed":"1786463629","gmt_changed":"2026-08-11 15:53:49","alt":"Three photos of Georgia Tech researchers Arnav Hiray, machine learning doctoral student; Vidhyakshaya Kannan, a Georgia Tech Financial Services intern; and Siddharth Lohani, a computer science major \u201926 and software engineer at Bloomberg.","file":{"fid":"265160","name":"ipo-mine.jpg","image_path":"\/sites\/default\/files\/2026\/08\/11\/ipo-mine.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/11\/ipo-mine.jpg","mime":"image\/jpeg","size":210135,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/11\/ipo-mine.jpg?itok=Vx2WY_Je"}}},"media_ids":["680836"],"related_links":[{"url":"https:\/\/www.scheller.gatech.edu\/news\/2026\/ai-can-help-investors-decode-ipo-filings.html","title":"Read More"}],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"139","name":"Business"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"4175","name":"finance"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["kristin.lowe@scheller.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691432":{"#nid":"691432","#data":{"type":"news","title":"IMS Selects Seven Interdisciplinary Projects for 2026 Funding","body":[{"value":"\u003Cp\u003EThe \u003Ca href=\u0022http:\/\/matter-systems.gatech.edu\/\u0022\u003EInstitute for Matter and Systems\u003C\/a\u003E (IMS) has selected seven interdisciplinary research projects for funding, including one new research initiative, one new program, and one new center. IMS will also provide renewed funding to three research initiatives and one program to support their continued growth and impact.\u003C\/p\u003E\u003Cp\u003EIMS focuses on transformational technologies and societal systems that arise where innovative materials, devices, and processes meet.\u003C\/p\u003E\u003Cp\u003E\u201cTransformative interdisciplinary research takes time to develop, and a second year of funding gives these teams the opportunity to build on early successes, expand collaborations, and demonstrate the impact of their work,\u201d said \u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/people\/eric-vogel\u0022\u003EEric Vogel\u003C\/a\u003E, executive director of IMS. \u201cThis continued investment helps researchers establish a strong foundation, achieve key milestones, and position promising initiatives to grow into larger, sustainable research programs capable of attracting significant external support.\u201d\u003C\/p\u003E\u003Cp\u003EThe funded projects come from four colleges and eight schools across Georgia Tech and the Georgia Tech Research Institute (GTRI). IMS selected these projects based on their innovative approaches, potential impact, and alignment with the IMS mission to push the boundaries of science and technology. They will receive funding, access to state-of-the-art facilities, and other support from the institute to bring their research to life.\u003C\/p\u003E\u003Cp\u003EIMS supports interdisciplinary research both in nationally recognized areas of need and those just emerging. It scaffolds research from the ground up, from seed funding for new initiatives to infrastructure support for research programs and embedded support for research centers.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe 2026 research initiatives and programs include:\u003C\/p\u003E\u003Ch3\u003EResearch Initiatives:\u003C\/h3\u003E\u003Cp\u003E\u003Cstrong\u003EExtreme-Environment Microelectronics\u0026nbsp;\u003C\/strong\u003E| Nima Ghalichechian, John Cressler, Farrokh Ayazi, School of Electrical and Computer Engineering\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMultifunctional Materials for Efficient Buildings\u003C\/strong\u003E | Akanksha Menon, George W. Woodruff School of Mechanical Engineering\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EPrecision Agriculture in Controlled Environments\u003C\/strong\u003E | Antonio Facchetti, School of Materials Science and Engineering; Yongsheng Cheng, School of Civil and Environmental Engineering; Anju Toor, School of Materials Science and Engineering\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESustainable Thermoregulation Strategies for Climate Change Resilience\u003C\/strong\u003E | Matthew Flavin, School of Electrical and Computer Engineering; Joe Bozeman, School of Civil and Environmental Engineering; Noura Howell, School of Literature, Media and Communication\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EResearch Programs:\u0026nbsp;\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003E\u003Cstrong\u003EAutonomous Research for Materials\u003C\/strong\u003E | Mark Losego, School of Materials Science and Engineering; Shreyas Kousik, George W. Woodruff School of Mechanical Engineering; Animesh Garg, School of Interactive Computing\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGeorgia Tech Center for Semiconductor and Computing\u003C\/strong\u003E | Asif Khan, School of Electrical and Computer Engineering and the George W. Woodruff School of Mechanical Engineering; Divya Mahajan, School of Computer Science and the School of Electrical and Computer Engineering\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EResearch Center:\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003E\u003Cstrong\u003EQuantum Applications Research Center\u003C\/strong\u003E | Martin Mourigal, School of Physics; Robert Wylie, Georgia Tech Research Institute\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/research-overview\u0022\u003ELearn more about IMS\u2019s research focuses and see a full list of its centers, programs, and initiatives.\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Institute for Matter and Systems will provide support for three new and four renewed research projects to advance materials, devices, and processes.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Institute for Matter and Systems will provide support for three new and four renewed research projects to advance materials, devices, and processes."}],"uid":"35272","created_gmt":"2026-08-04 17:19:05","changed_gmt":"2026-08-07 13:01:04","author":"aneumeister3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-04T00:00:00-04:00","iso_date":"2026-08-04T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"670830":{"id":"670830","type":"image","title":"Marcus Nanotechnology Building","body":null,"created":"1684353022","gmt_created":"2023-05-17 19:50:22","changed":"1684353077","gmt_changed":"2023-05-17 19:51:17","alt":"Marcus Nanotechnology Building","file":{"fid":"253766","name":"14C10042-P1-117.jpg","image_path":"\/sites\/default\/files\/2023\/05\/17\/14C10042-P1-117.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2023\/05\/17\/14C10042-P1-117.jpg","mime":"image\/jpeg","size":2902337,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2023\/05\/17\/14C10042-P1-117.jpg?itok=Albu8ej-"}}},"media_ids":["670830"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"660369","name":"Matter and Systems"},{"id":"660410","name":"Quantum"},{"id":"1188","name":"Research Horizons"},{"id":"126011","name":"School of Physics"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:amelia.neumeister@research.gatech.edu\u0022\u003EAmelia Neumeister\u003C\/a\u003E | Communications Manager\u003C\/p\u003E\u003Cp\u003EThe Institute for Matter and Systems\u003C\/p\u003E","format":"limited_html"}],"email":["amelia.neumeister@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691494":{"#nid":"691494","#data":{"type":"news","title":"Where Breakthrough Meets Business: Georgia Tech Grad Makes Impact Through Research, Entrepreneurship","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EWith a Ph.D. in biomedical engineering and as a former trainee in the \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/a\u003E (IBB), it\u2019s no surprise that Georgia Tech alumnus and serial entrepreneur Chris Lee loves numbers. One in four. Eighty percent. Five times.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBut for him, these numbers are more than just data \u2014 they\u2019re people. \u003Ca href=\u0022https:\/\/pubmed.ncbi.nlm.nih.gov\/31300334\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EOne in four\u003C\/a\u003E adults have sleep apnea. Up to \u003Ca href=\u0022https:\/\/pubmed.ncbi.nlm.nih.gov\/31300334\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eeighty percent\u003C\/a\u003E go undiagnosed. And those who are untreated are \u003Ca href=\u0022https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC2542952\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Efive times\u003C\/a\u003E more likely to die of heart disease. Lee\u2019s latest company, \u003Ca href=\u0022https:\/\/www.huxleymed.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EHuxley Medical\u003C\/a\u003E, aims to change those numbers with one simple patch.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWhen you look at sleep apnea, it\u0027s probably the highest diagnostic opportunity there is in healthcare that can lead to the most impactful outcome in terms of reducing heart disease,\u201d Lee said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe company\u2019s point-of-care device, called SANSA, measures nine physiological channels, enabling it to help doctors diagnose sleep apnea and related cardiovascular disease simultaneously. The device can be shipped directly to the patient\u2019s home, adheres to the chest like a Band-aid, and uploads data to a cloud-based system automatically.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe\u2019re able to detect diseases faster in a very consumer-friendly manner,\u201d Lee said. \u201cMore or less, you just wear it and you\u2019re done.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ESANSA has already been tested by more than 30,000 patients, with plans to expand exponentially by the end of the year. For Lee, that growing number is the most important of all.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI can\u2019t think of a higher calling than coming up with innovations that can improve the health or extend the life of people around the world,\u201d he said. \u201cThat\u0027s why it\u0027s important to understand how to bring what you\u0027re working on in the lab to the masses because, at least for me personally, there\u0027s no higher calling in life than to be able to do that.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch3\u003ETurning Ideas into Innovation\u0026nbsp;\u003C\/h3\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ETaking his research to market was always the goal for Lee, and something he learned how to do through the \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/centers-and-initiatives\/tiger\/index.html\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ETI:GER program\u003C\/a\u003E during his time at Georgia Tech. TI:GER, which stands for Technology Innovation: Generating Economic Results, is housed in the \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EScheller College of Business\u003C\/a\u003E. It connects Ph.D. students from the colleges of Engineering, Computing, and Sciences with MBA students to form teams that turn entrepreneurial ideas into technological innovation.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ELee, who joined the program in 2010 while still a trainee in IBB, was drawn to TI:GER because of the safe space it provided to develop his skills.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI would say TI:GER was a big part of why I chose this career path. I really enjoyed research, but the aspect I always liked was the potential for translation of that research,\u201d Lee said. \u201cTI:GER gives you direct insight, resources, mentorship, and a network to be able to do that.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe network that Lee developed through the program has been a constant throughout his career. After earning his Ph.D., he joined his program mentor, Kurt Jacobus, working at \u003Ca href=\u0022https:\/\/enovis.com\/medshape\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EMedshape\u003C\/a\u003E, a startup that Jacobus founded. After that company was acquired, the two co-founded another medtech business together, Vertera, which was also later \u003Ca href=\u0022https:\/\/www.globusmedical.com\/healthcare-professionals\/advanced-materials-science\/cohere\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eacquired\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ENow, Jacobus sits on the board of Huxley Medical, and the connections don\u2019t stop there. The company\u2019s two co-founders \u2014 Brett Klosterhoff, Chief Business Officer; and Brennan Torstrick, Chief Scientific Officer \u2014 are also alumni of the TI:GER program and worked as trainees at IBB. \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI think it\u0027s the network that\u0027s probably the most surprising,\u201d Lee said. \u201cSomeone that I met at TI:GER when I completed that program 16 years ago, he\u0027s still someone that I work with on a regular basis and he\u0027s still an advisor as we continue to scale our businesses together. I would say that is probably the most valuable thing for me about the program.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor the business-minded researcher, all the data, numbers, and statistics boil down to the human connection. More important than technology and innovation are the problems that they solve for patients, and Lee encourages young researchers to meet those problems with creativity.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThere\u0027s never one set path to figuring out how to translate research or starting a business or making an impact toward healthcare,\u201d he said. \u201cBut Georgia Tech can give you the tools that you can use to build your own path.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFor Chris Lee, numbers are more than just data \u2014 they\u2019re people. \u003Ca href=\u0022https:\/\/pubmed.ncbi.nlm.nih.gov\/31300334\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EOne in four\u003C\/a\u003E adults have sleep apnea. Up to \u003Ca href=\u0022https:\/\/pubmed.ncbi.nlm.nih.gov\/31300334\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eeighty percent\u003C\/a\u003E go undiagnosed. And those who are untreated are \u003Ca href=\u0022https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC2542952\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Efive times\u003C\/a\u003E more likely to die of heart disease. Lee\u2019s latest company, \u003Ca href=\u0022https:\/\/www.huxleymed.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EHuxley Medical\u003C\/a\u003E, aims to change those numbers with one simple patch.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Alumnus and serial entrepreneur Chris Lee is using research from his latest company, Huxley Medical, to improve the diagnosis of sleep apnea and related cardiovascular disease with a simple wearable device."}],"uid":"36479","created_gmt":"2026-08-05 19:08:38","changed_gmt":"2026-08-06 17:15:14","author":"abowman41","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-05T00:00:00-04:00","iso_date":"2026-08-05T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680798":{"id":"680798","type":"image","title":"_0000_SANSA-2111.jpg","body":"\u003Cp\u003EFrom left, Brett Klosterhoff (cofounder and chief business officer), Brennan Torstrick (cofounder and chief scientific officer), and Chris Lee (cofounder and CEO) of Huxley Medical. All three men are graduates of Georgia Tech and worked as trainees in the Parker H. Petit Institute for Bioengineering and Bioscience.\u003C\/p\u003E","created":"1785956927","gmt_created":"2026-08-05 19:08:47","changed":"1785956927","gmt_changed":"2026-08-05 19:08:47","alt":"Three men who co-founded and lead Huxley Medical stand together on the field of a baseball stadium, smiling at the camera. They are wearing SANSA-branded hats, with a large video board behind them displaying the SANSA logo and the stadium seating in the background.","file":{"fid":"265118","name":"_0000_SANSA-2111.jpg","image_path":"\/sites\/default\/files\/2026\/08\/05\/_0000_SANSA-2111.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/05\/_0000_SANSA-2111.jpg","mime":"image\/jpeg","size":179568,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/05\/_0000_SANSA-2111.jpg?itok=AybbTMkD"}}},"media_ids":["680798"],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAshlie Bowman | Communications Manager\u003C\/p\u003E\u003Cp\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691436":{"#nid":"691436","#data":{"type":"news","title":"Your Immune Cells Are Tired. Georgia Tech Researchers Found a Way to Wake Them Up.","body":[{"value":"\u003Cp\u003EThe immune system naturally weakens with age, leaving older adults more vulnerable to infections, cancer, and poor vaccine responses. Georgia Tech biomedical engineer Ankur Singh and his team have developed a technique that restores aging immune cells by delivering new genetic instructions directly into exhausted T cells using microscopic silicon nanowires. The treatment rejuvenated immune cells from healthy older adults, cancer survivors, and patients with cancer, helping them behave more like younger cells without damaging them. Although the research is still in its early stages, it opens the door to therapies that could strengthen aging immune systems and improve the body\u0027s ability to fight disease.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/news.research.gatech.edu\/feature\/immune-aging\u0022\u003ERead more \u00bb\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"It\u2019s like a shot of espresso for \u201cexhausted\u201d immune systems \u2014 a discovery that could restore the body\u2019s defenses against cancer and infection."}],"field_summary":[{"value":"\u003Cp\u003EThe immune system naturally weakens with age, leaving older adults more vulnerable to infections, cancer, and poor vaccine responses. Georgia Tech biomedical engineer Ankur Singh and his team have developed a technique that restores aging immune cells by delivering new genetic instructions directly into exhausted T cells using microscopic silicon nanowires. The treatment rejuvenated immune cells from healthy older adults, cancer survivors, and patients with cancer, helping them behave more like younger cells without damaging them. Although the research is still in its early stages, it opens the door to therapies that could strengthen aging immune systems and improve the body\u0027s ability to fight disease.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers developed a way to rejuvenate aging immune cells, potentially restoring the body\u2019s ability to better fight cancer, infection, and other diseases. "}],"uid":"27255","created_gmt":"2026-08-04 18:19:51","changed_gmt":"2026-08-05 18:04:27","author":"Josie Giles","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-05T00:00:00-04:00","iso_date":"2026-08-05T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680796":{"id":"680796","type":"image","title":"ankur-thumb-image.jpg","body":"\u003Cp\u003EGeorgia Tech researchers developed a way to rejuvenate aging immune cells, potentially restoring the body\u0027s ability to better fight cancer, infection, and other diseases.\u0026nbsp;\u003C\/p\u003E","created":"1785941556","gmt_created":"2026-08-05 14:52:36","changed":"1785941556","gmt_changed":"2026-08-05 14:52:36","alt":"Two researchers in a laboratory examine a blue-green silicon wafer. One, wearing a lab coat, safety goggles, and a blue glove, holds the wafer up for inspection while the other stands beside them. Laboratory equipment is visible in the background.","file":{"fid":"265116","name":"ankur-thumb-image.jpg","image_path":"\/sites\/default\/files\/2026\/08\/05\/ankur-thumb-image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/05\/ankur-thumb-image.jpg","mime":"image\/jpeg","size":1446982,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/05\/ankur-thumb-image.jpg?itok=6Cg-eg8h"}}},"media_ids":["680796"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"}],"keywords":[{"id":"195203","name":"go-noshow"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691401":{"#nid":"691401","#data":{"type":"news","title":"Georgia Tech to Lead National Cloud Laboratory for Advanced Manufacturing and Materials","body":[{"value":"\u003Cp\u003EAdvancements in technology are key to a nation\u2019s ability to innovate and compete. Next-generation infrastructure, manufacturing, energy systems, electronics, and even medicine require new materials with capabilities that existing materials can\u2019t provide.\u003C\/p\u003E\u003Cp\u003EBut discovering and vetting those materials can be slow, expensive, and hands-on, requiring researchers to prepare samples, run experiments on specialized equipment, and repeat the cycle through trial and error.\u003C\/p\u003E\u003Cp\u003ENow, Georgia Tech aims to deliver a paradigm shift in materials and manufacturing research with a new Programmable Cloud Laboratory that will leverage artificial intelligence (AI), simulation, and autonomous experimentation to accelerate that process dramatically.\u003C\/p\u003E\u003Cp\u003EBuilt upon Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/ampf.research.gatech.edu\/\u0022\u003EAdvanced Manufacturing Pilot Facility\u003C\/a\u003E (AMPF), a core facility of the \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/\u0022\u003EGeorgia Tech Manufacturing Institute\u003C\/a\u003E (GTMI), the cloud lab will allow researchers across the country to direct work remotely, refine experiments based on results and AI recommendations, and tap into advanced manufacturing capabilities without spending weeks on-site. In effect, the cloud lab will bring the facility to the researcher.\u003C\/p\u003E\u003Cp\u003E\u201cBy making advanced manufacturing and AI-driven experimentation accessible from anywhere, we are accelerating the discovery of critical new materials and shaping the future of U.S. innovation,\u201d said Tim Lieuwen, executive vice president for Research. \u201cGeorgia Tech is proud to provide the world-class infrastructure to help meet this national need and strengthen our research partnerships.\u201d\u003C\/p\u003E\u003Cp\u003EThe cloud lab is supported by $18.1 million from the National Science Foundation (NSF) and is part of a broader effort to build \u003Ca href=\u0022https:\/\/www.nsf.gov\/tip\/updates\/nsf-announces-400m-investment-new-national-network-ai\u0022\u003Ea national network of 20 AI-enabled cloud laboratories\u003C\/a\u003E. The labs are designed to work together, eventually allowing researchers to combine capabilities and workflows across the network. The new research ecosystem will connect advanced scientific infrastructure with expertise across the country.\u003C\/p\u003E\u003Cp\u003E\u201cResearchers can ask a question, have work recommended by AI agents, have experiments carried out at the facility using robotics, and get the results back,\u201d said \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/faculty\/stebner\u0022\u003EAaron Stebner\u003C\/a\u003E, GTMI associate director, Eugene C. Gwaltney Jr. Chair, James R. and Sarah R. Borders Faculty Fellow, and professor in the \u003Ca href=\u0022https:\/\/www.mse.gatech.edu\/\u0022\u003ESchool of Materials Science and Engineering\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E (ME). \u201cThey can use AMPF resources to advance their own research without having to be experts in each piece of equipment or send students to AMPF for weeks at a time.\u201d\u003C\/p\u003E\u003Cp\u003EBy lowering costs and barriers to conducting that research, Stebner said, the cloud lab will dramatically expand who can take advantage of AMPF\u2019s capabilities.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EA Self-Driving Research Lab\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EAMPF is a mixed-use facility where both industry and academic partners can discover new materials and do manufacturing research. Today, the facility is approaching autonomous workflow capabilities across about 38 pieces of equipment. Through the cloud lab, the team aims to expand automated and autonomous workflows to more than 100 of AMPF\u2019s 160 pieces of equipment.\u003C\/p\u003E\u003Cp\u003EThe cloud lab will also bring together stages of materials development that have traditionally happened separately, allowing researchers to explore materials discovery, manufacturing, testing, and scale-up within the same research environment.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/pascal-van-hentenryck\u0022\u003EPascal Van Hentenryck\u003C\/a\u003E, director of the \u003Ca href=\u0022https:\/\/www.ai4opt.org\/\u0022\u003ENSF AI Institute for Advances in Optimization\u003C\/a\u003E and A. Russell Chandler III Chair in the \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering\u003C\/a\u003E, said the automation extends beyond individual pieces of equipment. Robots can operate machines and move materials from one station to another, physically carrying out workflows requested by researchers from afar. AI will help determine which machines and robots are needed for each task and manage their movements across the facility.\u003C\/p\u003E\u003Cp\u003EVan Hentenryck compared the process to following a recipe.\u003C\/p\u003E\u003Cp\u003E\u201cWhen you cook, you have a recipe, and the recipe tells you what you have to do,\u201d Van Hentenryck said. \u201cYou don\u2019t need to understand exactly how the stove is working. You just need to know what you need to accomplish with it.\u201d\u003C\/p\u003E\u003Cp\u003EAI agents will take those high-level \u201crecipes\u201d from researchers, translate them into detailed workflows, and coordinate experiments, simulations, and data flows across the facility.\u003C\/p\u003E\u003Cp\u003EThe system will rely in part on digital twins \u2014 virtual models of the facility that can help plan, monitor, and improve experiments before and during execution. Van Hentenryck said the system is also designed to learn from each run, improving how machines are tuned and how future workflows are scheduled.\u003C\/p\u003E\u003Cp\u003EThe project will integrate Duke University\u2019s Automatic FLOW for Materials Discovery software platform, led by professor Stefano Curtarolo, to connect computational discovery with physical experimentation and help researchers more rapidly identify and evaluate promising new materials. Contextualize, led by founder and CEO Branden Kappes, will provide the data platform that seamlessly connects researchers, instruments, data, and IT systems across the distributed network. Tech AI will also contribute to the project as part of the broader research team.\u003C\/p\u003E\u003Cp\u003EThe cloud lab will help bridge a longstanding gap between research and industrial adoption. Companies can be reluctant to interrupt working production lines to test unproven technologies, while startups and academic researchers often lack access to industrial-scale facilities where they can demonstrate that their ideas work. AMPF provides an environment where emerging technologies can be tested and de-risked without disrupting commercial production.\u003C\/p\u003E\u003Cp\u003E\u201cThe cloud lab will give industry partners and manufacturers the ability to evaluate new ideas before they commit to large-scale deployment,\u201d said \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/faculty\/kurfess\u0022\u003ETom Kurfess\u003C\/a\u003E, executive director of GTMI and Agustin A. Ramirez\/HUSCO International Distinguished Chair in Fluid Power Systems in ME. \u201cThis initiative will shorten development cycles and make it easier to bring promising technologies into production, enabling our partners and us to innovate at the speed of thought.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EExpanding Access to Advanced Research\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThe project aims to serve more than 400 users from 150 academic, industry, and government institutions, with more than half participating remotely.\u003C\/p\u003E\u003Cp\u003E\u201cMaking these autonomous labs available to a very wide community is key to innovation,\u201d Van Hentenryck said. \u201cYou just give a lot of people the opportunity to try things out.\u201d\u003C\/p\u003E\u003Cp\u003EThe cloud lab builds on a larger effort Georgia Tech has pursued through AMPF for years: integrating AI, automation, and advanced manufacturing to create a flexible research environment that can evolve with technology, expand access, and strengthen U.S. leadership in materials and manufacturing.\u003C\/p\u003E\u003Cp\u003EFor Stebner, the cloud lab represents a critical next step in bringing that vision to life.\u003C\/p\u003E\u003Cp\u003E\u201cWe are six years into this effort, and we\u2019re already at a place I thought would take us 20 years to reach,\u201d Stebner said. \u201cThis cloud lab is going to take us to a level of technology, research, leadership, and access that I didn\u2019t know if we would reach by the end of my career.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe cloud lab will give researchers nationwide remote access to Georgia Tech\u2019s Advanced Manufacturing Pilot Facility, pairing AI with autonomous experimentation to accelerate new materials discovery.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The cloud lab will give researchers nationwide remote access to Georgia Tech\u2019s Advanced Manufacturing Pilot Facility, pairing AI with autonomous experimentation to accelerate new materials discovery."}],"uid":"36123","created_gmt":"2026-08-03 15:34:30","changed_gmt":"2026-08-05 15:18:28","author":"Catherine Barzler","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-03T00:00:00-04:00","iso_date":"2026-08-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680754":{"id":"680754","type":"image","title":"AMPF-opening-2-2048x1144--1-.jpg","body":"\u003Cp\u003EThe cloud laboratory will enable researchers nationwide to conduct AI-driven experiments using the Advanced Manufacturing Pilot Facility\u0027s materials and manufacturing equipment. (Credit: Georgia AIM)\u003C\/p\u003E","created":"1785771652","gmt_created":"2026-08-03 15:40:52","changed":"1785771652","gmt_changed":"2026-08-03 15:40:52","alt":" A robotic arm moves amongst AMPF facilities","file":{"fid":"265065","name":"AMPF-opening-2-2048x1144--1-.jpg","image_path":"\/sites\/default\/files\/2026\/08\/03\/AMPF-opening-2-2048x1144--1-_0.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/03\/AMPF-opening-2-2048x1144--1-_0.jpg","mime":"image\/jpeg","size":419033,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/03\/AMPF-opening-2-2048x1144--1-_0.jpg?itok=4K6mOaSp"}}},"media_ids":["680754"],"related_links":[{"url":"https:\/\/news.research.gatech.edu\/2026\/07\/24\/georgia-tech-helps-advance-genesis-mission-national-effort-transform-scientific","title":"Georgia Tech Helps Advance Genesis Mission, a National Effort to Transform Scientific Discovery Through AI"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"},{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"}],"categories":[],"keywords":[{"id":"81901","name":"GTMI"},{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39461","name":"Manufacturing, Trade, and Logistics"},{"id":"39471","name":"Materials"},{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ECatherine Barzler, Senior Research Writer\/Editor\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:catherine.barzler@gatech.edu\u0022\u003Ecatherine.barzler@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["catherine.barzler@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691463":{"#nid":"691463","#data":{"type":"news","title":"ChatBot is Good News for People with Not-So-Green Thumbs","body":[{"value":"\u003Cp\u003EStarting and maintaining a new garden can be daunting. But a new multi-agent conversational system developed at Georgia Tech is taking much of the guesswork out of gardening for beginners.\u003C\/p\u003E\u003Cp\u003ECultivAgents is a three-agent system that fields gardening questions and creates tailored plans based on a user\u2019s gardening skill level, climate and environment, and cultural background.\u003C\/p\u003E\u003Cp\u003EThe experience agent, environmental agent, and ethnobotanical agent inform one another and work together to guide users through the gardening process.\u003C\/p\u003E\u003Cp\u003E\u201cMulti-agent systems provide multi-faceted support,\u201d said Diana Wang, a Ph.D. student in Georgia Tech\u2019s School of Interactive Computing who created CultivAgents. \u201cMy interest was in how we could provide more personalized and aligned support to individuals trying to grow food themselves while facing unique environmental or cultural factors.\u201d\u003C\/p\u003E\u003Cp\u003EGardening is a hobby that many people start but give up because of the time and effort it requires to be successful. Ryan Pemberton, a horticulturist at Georgia Tech\u2019s community garden, said the two biggest mistakes he sees novice gardeners make are starting too big and overwatering.\u003C\/p\u003E\u003Cp\u003E\u201cIf you\u2019ve never gardened before, trying to manage a large plot could be overwhelming,\u201d Pemberton said.\u003C\/p\u003E\u003Cp\u003E\u201cYou can start small. You don\u2019t have to have a big garden right away. You can start with one tomato plant and grow from there. See how well you can keep that one plant alive and then expand as you feel comfortable.\u201d\u003C\/p\u003E\u003Cp\u003EAside from the built-in health benefits of growing fresh food and working outdoors, Pemberton said gardening can lower your grocery bill and reduce carbon emissions by minimizing food transportation.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIt can also be a great way for international students at Tech to grow foods native to their homelands. He said a tool like CultivAgents could be useful for determining whether Atlanta\u2019s climate is suitable.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cPeople might want to grow a lot of different vegetables in their garden, but if you go too far south of here, it gets a little too hot to grow things like broccoli and strawberries,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cA little north of here, it gets a little too cold to grow some species of peppers. Having something tell you what grows well in your region means you\u2019re not having to pick and choose or guess.\u201d\u003C\/p\u003E\u003Cp\u003EThat\u2019s one of the reasons Wang designed CultivAgents to feature multiple agents that consider unique environmental and cultural contexts.\u003C\/p\u003E\u003Cp\u003E\u201cMultiple agents help distribute specific types of support as opposed to the generic support you often get from a single chatbot,\u201d Wang said.\u003C\/p\u003E\u003Cp\u003E\u201cAnother advantage is that they tend to build on each other. The environmental agent builds on the experience agent\u2019s detailed steps. This allows the system to tell you how to grow bush beans, for example, within a specific local community.\u201d\u003C\/p\u003E\u003Cp\u003EWang said she surveyed and interviewed new and experienced gardeners who use Tech\u2019s community garden to learn what they would want from a conversational agent. She found that many wanted step-by-step instructions and guidance on what to plant, how to plant it, and a schedule for upkeep.\u003C\/p\u003E\u003Cp\u003E\u201cAll of our users told us they view gardening as something that\u2019s long term, so they wanted this platform to be able to facilitate that kind of relationship,\u201d she said.\u003C\/p\u003E\u003Cp\u003EThe community garden is a shared space with nine garden beds. Pemberton said it\u2019s a great place for new gardeners to learn to grow food before starting their own gardens. Much of the food grown there is donated to Klemis Kitchen, Georgia Tech\u2019s on-campus food bank.\u003C\/p\u003E\u003Cp\u003EFor more information about the community garden and how to get involved, visit\u0026nbsp;\u003Ca href=\u0022https:\/\/sustainability.campusservices.gatech.edu\/community-garden\/\u0022\u003Ehttps:\/\/sustainability.campusservices.gatech.edu\/community-garden\/\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003ETo see a live demo of CultivAgents, visit\u0026nbsp;\u003Ca href=\u0022https:\/\/cultivagents.onrender.com\/\u0022\u003Ehttps:\/\/cultivagents.onrender.com\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECultivAgents is a three-agent system that fields gardening questions and creates tailored plans based on a user\u2019s gardening skill level, climate and environment, and cultural background.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A new multi-agent conversational system is helping people start and maintain gardens."}],"uid":"36530","created_gmt":"2026-08-05 14:45:34","changed_gmt":"2026-08-05 15:15:00","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-05T00:00:00-04:00","iso_date":"2026-08-05T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680797":{"id":"680797","type":"image","title":"26-R10410-P12-001-copy.jpeg","body":null,"created":"1785942231","gmt_created":"2026-08-05 15:03:51","changed":"1785942231","gmt_changed":"2026-08-05 15:03:51","alt":"Community Garden","file":{"fid":"265117","name":"26-R10410-P12-001-copy.jpeg","image_path":"\/sites\/default\/files\/2026\/08\/05\/26-R10410-P12-001-copy.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/05\/26-R10410-P12-001-copy.jpeg","mime":"image\/jpeg","size":194413,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/05\/26-R10410-P12-001-copy.jpeg?itok=O9WBm4sw"}}},"media_ids":["680797"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50876","name":"School of Interactive Computing"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"48501","name":"gardening"},{"id":"47791","name":"community garden"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691421":{"#nid":"691421","#data":{"type":"news","title":"SRNL, Georgia Tech Announce Facundo M. Fern\u00e1ndez\u0027s Joint Faculty Appointment","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cem\u003EThis press release is \u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.srnl.gov\/news-releases\/srnl-georgia-tech-announce-joint-appointment\/\u0022\u003E\u003Cem\u003Eshared jointly\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E with the Savannah River National Laboratory (SRNL) newsroom. Georgia Tech faculty \u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.chbe.gatech.edu\/directory\/person\/martha-grover\u0022\u003E\u003Cem\u003EMartha Grover\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E and \u003C\/em\u003E\u003Ca href=\u0022https:\/\/inta.gatech.edu\/people\/person\/margaret-e-kosal\u0022\u003E\u003Cem\u003EMaggie Kosal\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E also serve as SRNL Joint Appointees.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe Georgia Institute of Technology and the \u003Ca href=\u0022https:\/\/www.srnl.gov\u0022\u003ESavannah River National Laboratory\u003C\/a\u003E announced the joint appointment of \u003Ca href=\u0022https:\/\/chemistry.gatech.edu\/people\/facundo-m-fernandez\u0022\u003EFacundo M. Fern\u00e1ndez\u003C\/a\u003E to collaborate in research around mass spectrometry, an analytical technique used to measure the mass-to-charge ratio of ions for research.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cOur partnership with Facundo will deepen SRNL\u2019s innovative research in mass spectrometry and its groundbreaking applications,\u201d said Tammy Taylor, SRNL\u2019s deputy director of Science and Technology. \u201cHis expertise and collaboration will undoubtedly accelerate our lab\u2019s drive for scientific excellence and impactful discoveries.\u201d\u003C\/p\u003E\u003Cp\u003EFern\u00e1ndez is renowned internationally for his work in bioanalytical chemistry. His research focuses on developing tools to analyze small-volume samples, tissues and single cells, with applications in understanding diseases such as cancer, cystic fibrosis and inflammatory bowel disease. He has published 234 peer-reviewed papers, given over 230 invited lectures, and supervised 35 doctoral and master\u2019s degree students.\u003C\/p\u003E\u003Cp\u003EHe also directs the Systems Mass Spectrometry Core (SyMS-C) at Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/\u0022\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/a\u003E, managing more than 15 mass spectrometers.\u003C\/p\u003E\u003Cp\u003E\u201cBeing appointed as a joint faculty member with SRNL opens many new opportunities for collaborative research at the intersection of biology, chemistry and engineering,\u201d said Fern\u00e1ndez. \u201cThis type of collaborative research is what Georgia Tech is renowned for. We aim to address societal questions with global impact. I have been incredibly impressed with the quality of science at SRNL, and I look forward to many joint discoveries in the future.\u201d\u003C\/p\u003E\u003Cp\u003EFern\u00e1ndez is a Regents\u2019 Professor and the Vasser-Woolley Chair in Bioanalytical Chemistry at Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/chemistry.gatech.edu\u0022\u003ESchool of Chemistry and Biochemistry\u003C\/a\u003E. He earned his bachelor\u2019s and master\u2019s degrees (Licenciatura) in chemistry from the Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, in 1995, and his doctorate in analytical chemistry from the same university in 1999. From 2000 to 2001, he was a postdoctoral researcher at Stanford University\u2019s Department of Chemistry. He served as a senior postdoctoral researcher and later as a research scientist between 2002 and 2003 with a research group at the University of Arizona.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cProfessor Fern\u00e1ndez is a renowned expert in the field of mass spectrometry, and it has been a privilege to already have him as a collaborator involved in our Laboratory Directed Research and Development program,\u201d said SRNL\u2019s Christopher Orton, division director for Nuclear Nonproliferation. \u201cThis joint appointment will strengthen the relationship between SRNL and Georgia Tech as we continue to work together to improve our understanding of the environmental fate of chemical contaminants in complex matrices.\u201d\u003C\/p\u003E\u003Cp\u003ESRNL\u2019s Joint Appointment Program provides university faculty opportunities to engage in research and development addressing the nation\u2019s energy related challenges.\u0026nbsp;SRNL staff and joint appointees help ensure America\u2019s security and prosperity through transformative science and technology solutions, and joint appointees serve as a bridge between their university and SRNL researchers to deliver the future workforce for the Department of Energy.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003ESavannah River National Laboratory is a multi-program federally funded research and development center managed and\u202foperated\u202fby Battelle Savannah River Alliance for the U.S. Department of Energy\u2019s Office of Environmental Management.\u0026nbsp;EM transforms the nation\u2019s environmental liabilities into opportunities for innovation, job creation, and economic growth, while ensuring safe,\u0026nbsp;secure\u0026nbsp;and prosperous communities across America. For more information, visit\u0026nbsp;\u003Ca href=\u0022https:\/\/www.energy.gov\/em\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eenergy.gov\/em\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ERegents\u0027 Professor Facundo M. Fern\u00e1ndez will collaborate on research in mass spectrometry, an analytical technique used to measure the mass-to-charge ratio of ions for research.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Regents\u0027 Professor Facundo M. Fern\u00e1ndez will collaborate on research in mass spectrometry, an analytical technique used to measure the mass-to-charge ratio of ions for research."}],"uid":"36583","created_gmt":"2026-08-03 19:30:39","changed_gmt":"2026-08-05 15:05:11","author":"lvidal7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-03T00:00:00-04:00","iso_date":"2026-08-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680767":{"id":"680767","type":"image","title":"Facundo M. Fern\u00e1ndez","body":null,"created":"1785785680","gmt_created":"2026-08-03 19:34:40","changed":"1785785680","gmt_changed":"2026-08-03 19:34:40","alt":"Headshot of Facundo M. Fern\u00e1ndez","file":{"fid":"265079","name":"Facundo-M.-Fernandez.jpeg","image_path":"\/sites\/default\/files\/2026\/08\/03\/Facundo-M.-Fernandez.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/03\/Facundo-M.-Fernandez.jpeg","mime":"image\/jpeg","size":3793710,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/03\/Facundo-M.-Fernandez.jpeg?itok=RytQSfyY"}}},"media_ids":["680767"],"related_links":[{"url":"https:\/\/fernandezmslab.com","title":"The Fern\u00e1ndez Lab"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"85951","name":"School of Chemistry and Biochemistry"}],"categories":[{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"166928","name":"School of Chemistry and Biochemistry"},{"id":"186513","name":"SRNL"},{"id":"186512","name":"Savannah River National Laboratory"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}},"691265":{"#nid":"691265","#data":{"type":"news","title":"Yuanzhi Tang Named Fellow of the American Chemical Society","body":[{"value":"\u003Cp\u003EYuanzhi Tang, executive director of the \u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI) and Georgia Power Professor in the \u003Ca href=\u0022https:\/\/eas.gatech.edu\/\u0022\u003ESchool of Earth and Atmospheric Sciences\u003C\/a\u003E, has been named an \u003Ca href=\u0022https:\/\/www.acs.org\/\u0022\u003EAmerican Chemical Society\u003C\/a\u003E (ACS) Fellow.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe ACS is one of the world\u2019s largest scientific societies, and its Fellows Program recognizes outstanding achievements in scientific research, education, leadership, and service to the chemical profession and honors a select group of members each year.\u003C\/p\u003E\u003Cp\u003E\u0022Election as an ACS Fellow is a significant honor that recognizes not only scientific excellence but also leadership and service to the profession,\u0022 said Julia Kubanek, Georgia Tech\u0027s vice president for Interdisciplinary Research. \u0022Yuanzhi\u0027s pioneering research, her leadership within ACS and the Strategic Energy Institute, and her commitment to advancing interdisciplinary collaboration have strengthened Georgia Tech\u0027s impact in chemistry, energy, and environmental research. We are proud to celebrate this well-deserved recognition.\u0022\u003C\/p\u003E\u003Cp\u003ETang was recognized for her contributions to environmental chemistry, biogeochemistry, and energy-related research, as well as for her leadership and service to the chemical sciences.\u003C\/p\u003E\u003Cp\u003E\u0022Given her exceptionally energetic research program, which spans topics ranging from the basic understanding of chemical cycling on Earth to creative solutions to recover rare elements from wastes, this honor is richly deserved and completely unsurprising,\u0022 said Jean Lynch-Stieglitz, chair of the School of Earth and Atmospheric Sciences. \u0022We are lucky to have Yuanzhi as part of EAS.\u0022\u003C\/p\u003E\u003Cp\u003EAs SEI executive director, Tang leads Institute-wide efforts to strengthen Georgia Tech\u0027s energy research enterprise by connecting expertise across disciplines and fostering partnerships with industry, government, and national laboratories. She also maintains an internationally recognized research program focused on understanding the chemical and biological processes that shape natural and engineered environments.\u003C\/p\u003E\u003Cp\u003EEstablished in 2008, the ACS Fellows Program honors a distinguished group of scientists who have made exceptional contributions to chemistry and related fields while also demonstrating dedicated service to the society. With this election, Tang joins 17 Georgia Tech ACS Fellows.\u003C\/p\u003E\u003Cp\u003E\u0022I\u2019m deeply honored,\u0022 Tang said. \u0022This recognition reflects the contributions of many outstanding students, postdoctoral researchers, colleagues, collaborators, and mentors throughout my career. I am grateful for the opportunity to work alongside such talented people to advance scientific discovery and build interdisciplinary partnerships that address critical energy and environmental challenges.\u0022\u003C\/p\u003E\u003Cp\u003EFounded in 1876, the American Chemical Society represents more than 170,000 members worldwide and is a leading source of scientific information through its journals, conferences, and educational programs.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EYuanzhi Tang, executive director of the \u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI) and Georgia Power Professor in the \u003Ca href=\u0022https:\/\/eas.gatech.edu\/\u0022\u003ESchool of Earth and Atmospheric Sciences\u003C\/a\u003E, has been named an \u003Ca href=\u0022https:\/\/www.acs.org\/\u0022\u003EAmerican Chemical Society\u003C\/a\u003E (ACS) Fellow.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe ACS is one of the world\u2019s largest scientific societies, and its Fellows Program recognizes outstanding achievements in scientific research, education, leadership, and service to the chemical profession and honors a select group of members each year.\u003C\/p\u003E\u003Cp\u003E\u0022Election as an ACS Fellow is a significant honor that recognizes not only scientific excellence but also leadership and service to the profession,\u0022 said Julia Kubanek, Georgia Tech\u0027s vice president for Interdisciplinary Research. \u0022Yuanzhi\u0027s pioneering research, her leadership within ACS and the Strategic Energy Institute, and her commitment to advancing interdisciplinary collaboration have strengthened Georgia Tech\u0027s impact in chemistry, energy, and environmental research. We are proud to celebrate this well-deserved recognition.\u0022\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Yuanzhi Tang, executive director of the Strategic Energy Institute (SEI) and Georgia Power Professor in the School of Earth and Atmospheric Sciences, has been named an American Chemical Society (ACS) Fellow. "}],"uid":"36413","created_gmt":"2026-07-27 18:57:07","changed_gmt":"2026-08-04 15:53:09","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-27T00:00:00-04:00","iso_date":"2026-07-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680685":{"id":"680685","type":"image","title":"Yuanzhi-Tang-pic5-cropped.jpg","body":"\u003Cp\u003EYuanzhi Tang\u003C\/p\u003E","created":"1785178716","gmt_created":"2026-07-27 18:58:36","changed":"1785178716","gmt_changed":"2026-07-27 18:58:36","alt":"Yuanzhi Tang","file":{"fid":"264986","name":"Yuanzhi-Tang-pic5-cropped.jpg","image_path":"\/sites\/default\/files\/2026\/07\/27\/Yuanzhi-Tang-pic5-cropped_0.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/27\/Yuanzhi-Tang-pic5-cropped_0.jpg","mime":"image\/jpeg","size":933435,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/27\/Yuanzhi-Tang-pic5-cropped_0.jpg?itok=--SwhGU3"}}},"media_ids":["680685"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"}],"categories":[{"id":"144","name":"Energy"},{"id":"135","name":"Research"}],"keywords":[{"id":"186858","name":"go-sei"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39491","name":"Renewable Bioproducts"},{"id":"194566","name":"Sustainable Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:priya.devarajan@research.gatech.edu\u0022\u003EPriya Devarajan\u003C\/a\u003E || SEI Communications Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691342":{"#nid":"691342","#data":{"type":"news","title":"A New Era of Black Hole Detection","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EThe LIGO\u2013Virgo\u2013KAGRA (LVK) detector network comprises three centers across the globe. The United States hosts twin Laser Interferometer Gravitational-Wave Observatory (LIGO) detectors, one located at Hanford Observatory in Washington State and a second at Livingston Observatory in Louisiana. The Virgo detector is hosted by the European Gravitational Observatory in Italy, and the Kamioka Gravitational Wave (KAGRA) detector is hosted in Japan by the Institute for Cosmic Ray Research (ICRR) of the University of Tokyo.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EResearchers at Georgia Tech play a key role in the international collaboration. The\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.gatech.edu\/ligo\/people\/\u0022\u003EGeorgia Tech-LIGO research group\u003C\/a\u003E includes\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/laura-cadonati\u0022\u003E\u003Cstrong\u003ELaura Cadonati\u003C\/strong\u003E\u003C\/a\u003E, Assistant Professor\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/surabhi-sachdev\u0022\u003E\u003Cstrong\u003ESurabhi Sachdev\u003C\/strong\u003E\u003C\/a\u003E, Research Scientist\u0026nbsp;\u003Ca href=\u0022http:\/\/physics.gatech.edu\/user\/margaret-millhouse\u0022\u003E\u003Cstrong\u003EMargaret Millhouse\u003C\/strong\u003E\u003C\/a\u003E,\u0026nbsp;Postdoctoral Scholar\u0026nbsp;\u003Cstrong\u003EPrathamesh Joshi\u003C\/strong\u003E, eight graduate students, and multiple undergraduates.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe LVK network detects gravitational waves when a massive cosmic event \u2014 like the collision of two black holes \u2014 creates invisible ripples in the fabric of space-time. Waves ripple out at the speed of light, and millions of years after the events that first created them, they reach the LVK detectors.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EBut detecting gravitational waves does not simply mean capturing a signal \u2014 clues first need to be untangled from background noise.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cIdentifying gravitational-wave signals requires carefully separating real astrophysical events from random fluctuations in the data,\u201d says School of Physics graduate student\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/urja-shah\u0022\u003E\u003Cstrong\u003EUrja Shah\u003C\/strong\u003E\u003C\/a\u003E, whose work to quickly identify phenomena supports rapid follow-up by the broader astronomical community.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ETo support the identification of phenomena, School of Physics graduate student\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/megan-arogeti\u0022\u003E\u003Cstrong\u003EMegan Arogeti\u003C\/strong\u003E\u003C\/a\u003E conducts consistency tests between waveforms, checking results to find unexpected or unusual features. \u201cTests like this give us confidence in our models as we continue to observe gravitational waves with increasing sensitivity,\u201d she explains. \u201cThey support new observations and help identify exciting new physics.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThese efforts help ensure that gravitational-wave signals are robustly identified and accurately characterized, turning each detection into a precise measurement,\u201d adds Shah. \u201cIn turn, these measurements deepen our understanding of some of the most massive and dense objects in the universe and the fundamental laws governing the cosmos.\u201d\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003EAstrocalibration Autotune\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EWhen a sensor detects a gravitational wave, it produces a distinctive response, says School of Physics graduate student\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/shobhit-ranjan\u0022\u003E\u003Cstrong\u003EShobhit Ranjan\u003C\/strong\u003E\u003C\/a\u003E. \u201cThose signals encode a wealth of information we can analyze to learn about their sources \u2014 their masses, spins, distance, and location.\u201d But in order to detect these chirps, the detectors must be carefully calibrated, and if calibration is not optimal, the signals can be compromised.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ENow,\u0026nbsp;\u003Ca href=\u0022https:\/\/ligo.org\/gravitational-wave-detectors-can-now-autotune-their-signals\/\u0022\u003Ea new tool\u003C\/a\u003E is helping the LVK collaboration recalibrate less optimal signals.\u0026nbsp;The technique is already showing promise: In\u0026nbsp;\u003Ca href=\u0022https:\/\/journals.aps.org\/prl\/accepted\/10.1103\/gzrj-mwv3\u0022\u003Ean article recently accepted in\u0026nbsp;\u003Cem\u003EPhysical Review Letters\u003C\/em\u003E\u003C\/a\u003E, LVK researchers successfully applied it to two interesting signals. The first signal served as a testing opportunity for the method. The team used astrocalibration to recover the data and check it against secondary independent calibration data that was available. They then put the technique to use, recovering information from a second event where no secondary calibration data were available.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cLike autotune in the music industry, the new research shows that theoretical models can be used as guides, similar to how sheet music can help a studio shift off-key music to its correct tone,\u201d Ranjan explains. \u201cThese theoretical models suggest the shape of the signal, and together with data from other detectors, we can adjust the data and read it correctly.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe fact that these detectors can now not only sense cosmic events, but leverage them to improve the data being collected marks a new era in gravitational wave science,\u201d he adds.\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003EA Record-Setting Dataset\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe LVK Collaboration also\u0026nbsp;\u003Ca href=\u0022https:\/\/www.ligo.caltech.edu\/news\/ligo20260526\u0022\u003Epublished their fifth catalog of gravitational wave events\u003C\/a\u003E this spring. The findings include an updated estimate of how fast the universe is expanding, evidence for the existence of second-generation black holes, the most precise sky localization ever achieved for a gravitational wave source, and the first measurement of three vibrational modes of a black hole.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cOur group helped enable 140 detections out of the 161 reported in this catalog,\u201d says Joshi, who contributed to one of the flagship searches and designed a specialized search focused on detecting especially heavy black hole mergers.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EJoshi also worked on determining precise locations of where the gravitational waves originated from in the universe \u2014 research that he says will allow astronomers around the world to perform long-term follow-up observations of interesting events.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EOne record-setting detection showed two black holes that had violently collided more than 3 billion light-years from Earth. Researchers were able to pinpoint its location in the sky more precisely than any other gravitational wave event observed before.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EImprovements in the LVK network\u2019s ability to localize events along with the large number of detections allowed for a better estimate of the Hubble constant, which measures the rate at which the universe is expanding. The new measurement is over 25% more precise than previous estimates.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe new catalog also includes the \u201cclearest\u201d gravitational wave signal ever detected. The clarity of the signal led to the most accurate test of general relativity ever performed and confirmation of Stephen Hawking\u2019s black hole area theorem.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis catalog provides not just the largest number of black hole detections, it marks a new era of rapid progress,\u201d Sachdev says. \u201cThis is just the beginning of what these observations will allow us to uncover.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EFrom new calibration tools to a record-breaking catalog of detections, the LIGO\u2013Virgo\u2013KAGRA (LVK) detector network is leading the way in gravitational wave science.\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"From new calibration tools to a record-breaking catalog of detections, the LIGO\u2013Virgo\u2013KAGRA (LVK) detector network is leading the way in gravitational wave science."}],"uid":"35599","created_gmt":"2026-07-29 18:01:53","changed_gmt":"2026-07-31 14:45:16","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-29T00:00:00-04:00","iso_date":"2026-07-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680716":{"id":"680716","type":"image","title":"An artist\u0027s concept showing a black hole. (Credit: NASA\/JPL)","body":"\u003Cp\u003EAn artist\u0027s concept showing a black hole. (Credit: NASA\/JPL)\u003C\/p\u003E","created":"1785348119","gmt_created":"2026-07-29 18:01:59","changed":"1785348119","gmt_changed":"2026-07-29 18:01:59","alt":"An artist\u0027s concept showing a black hole. (Credit: NASA\/JPL)","file":{"fid":"265021","name":"black-hole.jpg","image_path":"\/sites\/default\/files\/2026\/07\/29\/black-hole.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/29\/black-hole.jpg","mime":"image\/jpeg","size":222604,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/29\/black-hole.jpg?itok=kXTyscxE"}}},"media_ids":["680716"],"related_links":[{"url":"https:\/\/ligo.org\/science-summaries\/gw240925-gw250207-astro-calibration\/","title":"Tuning our detectors using cosmic collisions"},{"url":"https:\/\/ligo.org\/gwtc-5-0-updated-ligo-virgo-kagra-catalog-sets-new-records-in-precision-gravitational-wave-astronomy\/","title":"GWTC-5.0: Updated LIGO\u2013Virgo\u2013KAGRA Catalog sets new records in precision gravitational wave astronomy"},{"url":"https:\/\/ligo.org\/gravitational-wave-detectors-can-now-autotune-their-signals\/","title":"Gravitational wave detectors can now \u2018autotune\u2019 their signals"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"192252","name":"cos-planetary"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193657","name":"Space Research Initiative"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003ESelena Langner\u0026nbsp;\u003C\/a\u003E\u003Cbr\u003ETechnical Research Writer \/ Editor\u0026nbsp;\u003Cbr\u003EGeorgia Tech College of Sciences\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691341":{"#nid":"691341","#data":{"type":"news","title":"From Diagnosis to Wellness, AI\u0027s Healthcare Revolution","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EArtificial intelligence (AI) is changing far more than hospital paperwork. Researchers say it\u0027s beginning to help doctors make clinical decisions, identify mental health risks earlier, expand care through smartphones and wearable devices, and extend healthcare to people who might otherwise go without it.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhile adoption varies across healthcare systems, Georgia Tech researchers say AI is becoming increasingly integrated into medicine. At the same time, \u003Ca href=\u0022https:\/\/www.who.int\/publications\/i\/item\/9789240037403\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Equestions about privacy, trust, equity, and human oversight\u003C\/a\u003E remain central to how the technology will be used in the years ahead.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cMedicine has clearly embraced the human-AI fusion approach,\u201d said \u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/jon-duke\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EJon Duke\u003C\/a\u003E, director of the \u003Ca href=\u0022https:\/\/www.gtri.gatech.edu\/about\/research-facilities\/center-health-analytics-informatics-chai\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECenter for Health Analytics \u0026amp; Informatics\u003C\/a\u003E at the Georgia Tech Research Institute. \u201cThe use of AI is encouraged, but reliance on AI is not.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EFrom Clinical Workflows to Decision Support\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMany of healthcare\u0027s earliest AI applications focused on reducing administrative burdens. Today, researchers say the technology is increasingly helping clinicians access and interpret information.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDuke points to the growing use of clinical AI tools such as \u003Ca href=\u0022https:\/\/www.openevidence.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003EOpenEvidence,\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E \u003C\/strong\u003Ewhich provide healthcare professionals with AI-generated, source-backed answers to medical questions.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAI is moving beyond administrative tasks and beginning to play a meaningful role in clinical decision support,\u201d Duke said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWithin electronic health records, AI is being used to generate clinical notes from patient-provider conversations and summarize complex patient charts. While healthcare systems have moved most quickly on efficiency-focused applications, Duke said AI is steadily becoming part of everyday clinical practice.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EStill, he believes human oversight will remain essential.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cOne of the biggest long-term questions is whether physicians trained alongside AI will develop the same level of independent clinical judgment as previous generations,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EExpanding Access Beyond the Doctor\u0027s Office\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EResearchers also see AI creating new opportunities outside hospitals and clinics.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/people\/munmun-de-choudhury\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EMunmun De Choudhury\u003C\/a\u003E, professor in the \u003Ca href=\u0022https:\/\/www.ic.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESchool of Interactive Computin\u003C\/a\u003Eg, said AI is helping public health systems \u003Ca href=\u0022https:\/\/www.cdc.gov\/pcd\/issues\/2024\/24_0245.htm\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eidentify emerging mental health concerns\u003C\/a\u003E by analyzing digital and clinical data.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAI is enabling public health systems to move from reactive to more proactive approaches by identifying emerging mental health concerns from diverse digital and clinical data sources,\u201d De Choudhury said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThose insights may create opportunities for earlier intervention.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAI has the potential to identify subtle behavioral changes that precede worsening mental health, creating opportunities for earlier support before someone reaches a crisis,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/people\/alexander-t-adams\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAlexander Adams\u003C\/a\u003E, assistant professor in the School of Interactive Computing, studies wearable sensing systems, remote patient monitoring technologies, and point-of-care health tools. He said advances in AI are accelerating innovation in areas such as pharmaceuticals, medical imaging, simulation, and biomarker discovery.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThe biggest changes I am seeing are the increased productivity in pharmaceuticals, medical imaging, simulation, and biomarker discovery,\u201d Adams said. \u201cThat has a downstream impact on what we can measure at the point of care.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAccording to Adams, smartphones and wearable devices have become increasingly important healthcare tools because of the amount of data they collect.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cNo stand-alone medical devices generate nearly as much data as smartphones and smartwatches, making them a natural place for modern AI,\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHe also sees significant potential for AI-enabled technologies to improve access in rural and underserved communities.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThese technologies are especially important for underserved and rural populations that often have less access to care and face higher risks of complications,\u201d Adams said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EBalancing Innovation and Human Connection\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDespite growing interest in AI, researchers caution that adoption is not without challenges.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThe real opportunity lies not in building more autonomous AI, but in designing systems that strengthen human judgment, clinical expertise, and community care,\u201d De Choudhury said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAlthough AI has advanced rapidly, its impact on chronic disease management has remained limited, said \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/people\/rosa-arriaga\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ERosa Arriaga\u003C\/a\u003E, professor in the School of Interactive Computing.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAI holds a lot of promise but hasn\u0027t delivered much in the way of real-world applications,\u201d Arriaga said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EShe also raised concerns about how increased reliance on data-driven tools could affect interactions between clinicians and patients.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThe fear is that clinicians become \u2018data checkers\u2019 and have even less interaction with patients,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAt the same time, Arriaga said AI is having its greatest impact in the mental wellness space.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThere are now randomized controlled trials showing that some people are willing to receive \u2018therapy\u2019 from an AI agent and that this intervention is beneficial,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHowever, she cautioned that those developments should be considered alongside potential risks.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cGreater interactions with AI may lead to greater isolation, and parasocial relationships with AI may erode the social fabric,\u201d Arriaga said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EShaping the Next Era of Healthcare\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDespite differing views on the opportunities and challenges, the researchers see AI becoming a lasting part of healthcare.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAI is accelerating everything,\u201d Adams said. \u201cEven through rapid iteration and simulation alone, it will accelerate medical devices and point-of-care technologies.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs healthcare organizations continue to explore where AI can improve care, researchers say the future of medicine will depend not only on technological advances but also on how effectively those tools support the people who deliver and receive care.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EFrom AI-powered clinical support tools and digital mental health applications to wearable devices and remote monitoring, artificial intelligence is influencing how healthcare is delivered. Researchers say the technology offers significant opportunities to improve care and access while raising important questions about human judgment, patient relationships, privacy, and equity.\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"As artificial intelligence becomes more integrated into healthcare, researchers are exploring its potential to support clinical decision-making, improve mental health interventions, expand access to care, and accelerate medical innovation."}],"uid":"35797","created_gmt":"2026-07-29 17:13:59","changed_gmt":"2026-07-30 23:07:13","author":"Siobhan Rodriguez","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-29T00:00:00-04:00","iso_date":"2026-07-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680734":{"id":"680734","type":"image","title":"From Diagnosis to Wellness, AI\u0027s Healthcare Revolution","body":null,"created":"1785452734","gmt_created":"2026-07-30 23:05:34","changed":"1785452800","gmt_changed":"2026-07-30 23:06:40","alt":"Image of watch vitals and machine vitals ","file":{"fid":"265041","name":"AdobeStock_894983554.jpeg","image_path":"\/sites\/default\/files\/2026\/07\/30\/AdobeStock_894983554.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/30\/AdobeStock_894983554.jpeg","mime":"image\/jpeg","size":1424541,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/30\/AdobeStock_894983554.jpeg?itok=jRTD2kHz"}}},"media_ids":["680734"],"related_links":[{"url":"https:\/\/neuro.gatech.edu\/new-mobile-app-turns-phones-home-fetal-heart-monitors","title":"New Mobile App Turns Phones into At-Home Fetal Heart Monitors"}],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"140","name":"Cancer Research"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"145","name":"Engineering"}],"keywords":[{"id":"195214","name":"Copilot said: AI in healthcare"},{"id":"2556","name":"artificial intelligence"},{"id":"187570","name":"healthcare innovation"},{"id":"110201","name":"electronic health records"},{"id":"195216","name":"AI ethics"},{"id":"195217","name":"human oversight"},{"id":"10343","name":"mental health"},{"id":"195218","name":"mental health interventions"},{"id":"755","name":"public health"},{"id":"77691","name":"wearable technology"},{"id":"172067","name":"wearable devices"},{"id":"195219","name":"remote patient monitoring"},{"id":"168927","name":"smartphones"},{"id":"195220","name":"healthcare access"},{"id":"195221","name":"rural healthcare"},{"id":"188889","name":"underserved communities"},{"id":"195222","name":"patient care"},{"id":"195223","name":"clinical workflows"},{"id":"29071","name":"medical innovation"},{"id":"2776","name":"medical imaging"},{"id":"170604","name":"Health Analytics"},{"id":"10679","name":"personalized medicine"},{"id":"195226","name":"preventive care"},{"id":"14788","name":"healthcare technology"},{"id":"108111","name":"health equity"},{"id":"114791","name":"Data Privacy"},{"id":"88161","name":"Healthcare transformation"},{"id":"184464","name":"medical research"},{"id":"195233","name":"AI in medicine"},{"id":"187915","name":"go-researchnews"},{"id":"109","name":"Georgia Tech"},{"id":"43321","name":"Georgia Institue of Technology"},{"id":"195234","name":"prenatal health"}],"core_research_areas":[],"news_room_topics":[{"id":"71891","name":"Health and Medicine"},{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ESiobhan Rodriguez\u003Cbr\u003EGeorgia Institute of Technology\u0026nbsp;\u003Cbr\u003EInstitute Communications\u003C\/p\u003E","format":"limited_html"}],"email":["sar30@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691259":{"#nid":"691259","#data":{"type":"news","title":"Tiny Predatory Bacteria Help Protect Endangered Caribbean Corals","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EA microscopic predator may offer a new way to protect some of the Caribbean\u2019s most endangered corals. Georgia Tech researchers found that tiny predatory bacteria can halt the spread of a destructive coral disease by hunting and consuming pathogens responsible for the infection.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ECaused by the\u0026nbsp;\u003Cem\u003EVibrio coralliilyticus\u0026nbsp;\u003C\/em\u003Epathogen, the infection is one of the most notorious causes of tissue loss and death in stony corals. In the study, all untreated corals bleached within 48 hours. But corals exposed to the predatory bacteria fared much better: more than half showed no signs of bleaching beyond the infection site \u2014 and disease progression was effectively halted.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cDisease is a major driver of death for these corals, and with sea surface temperatures continuing to rise globally, we anticipate that rates of disease will only increase. It\u2019s part of a deadly synergy profoundly threatening Caribbean coral reefs,\u201d says lead author\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/lauren%20speare\u0022\u003E\u003Cstrong\u003ELauren Speare\u003C\/strong\u003E\u003C\/a\u003E, assistant professor in the\u0026nbsp;\u003Ca href=\u0022http:\/\/biosciences.gatech.edu\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E.\u0026nbsp;\u201cPredatory bacteria function like a living probiotic, fighting coral disease without harsh side effects. This could be a targeted way to protect and treat our most vulnerable coral reefs.\u0022\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe study, \u201c\u003Ca href=\u0022https:\/\/academic.oup.com\/ismej\/article\/19\/1\/wraf270\/8376498\u0022\u003EHalobacteriovorax Halts Disease Progression in Endangered Caribbean Corals\u003C\/a\u003E,\u201d was published in The\u0026nbsp;\u003Cem\u003EISME Journal\u003C\/em\u003E. In addition to Speare, the research team included Georgia Tech master\u0027s student\u0026nbsp;\u003Cstrong\u003EChloe Manley\u003C\/strong\u003E and postdoctoral scholar\u0026nbsp;\u003Cstrong\u003EMacey Coppinger\u003C\/strong\u003E; University of California, Santa Barbara graduate students\u0026nbsp;\u003Cstrong\u003ESunni Patton\u0026nbsp;\u003C\/strong\u003Eand\u0026nbsp;\u003Cstrong\u003EEddie Fuques\u003C\/strong\u003E, and Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/www.eemb.ucsb.edu\/people\/faculty\/vega-thurber\u0022\u003E\u003Cstrong\u003ERebecca Vega Thurber\u003C\/strong\u003E\u003C\/a\u003E, director of the UCSB Marine Science Institute.\u003C\/p\u003E\u003Ch2 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003ENatural Defenders\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003ESpeare became interested in the research while completing her postdoctoral training with Thurber. \u201cDr. Thurber discovered that predatory bacteria are present in many coral microbiomes,\u201d Speare recalls. \u201cWe theorized that they might be contributing to what keeps the ecosystem healthy, balancing it through predation.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EAt the time, the theory was hard to test. Marine predatory bacteria are difficult to preserve long-term, making experiments challenging. The bacteria are also extremely scarce, with populations increasing during a coral infection and rapidly declining after. Catching them while their populations are high is a matter of timing, Speare says.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u0022It\u0027s a bit like trying to catch a mountain lion in the act of hunting a deer. If we aren\u2019t looking at the right time, we might miss it entirely,\u201d Speare says. \u201cI knew that if I wanted to study these bacteria in more detail, I would need to carefully design my experiments and timing.\u201d\u003C\/p\u003E\u003Ch2 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003ETesting the Treatment\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003ETo test their theory, the team spent six weeks conducting experiments at the\u0026nbsp;\u003Ca href=\u0022https:\/\/mote.org\/location\/summerland-key-lab\/\u0022\u003EMote\u2019s Elizabeth Moore International Center for Coral Reef Research and Restoration (IC2R3)\u003C\/a\u003E in Summerland Key, Florida, a facility that maintains lab-grown living corals in seawater aquariums.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cFirst, we had to make our corals sick,\u201d Speare says. \u201cBut there wasn\u2019t an established way to reliably create these infections in this species in a laboratory setting.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EAfter weeks of experimenting, Speare developed a \u201cpathogen-sticker,\u201d a small agar patch containing the disease-causing pathogens. When placed at the coral\u2019s base, it mimics how infections spread in the wild.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThen,\u0026nbsp;at the first sign of infection, the team treated the coral with the \u003Cem\u003EHalobacteriovorax \u003C\/em\u003Epredatory bacteria\u003Cem\u003E. \u003C\/em\u003E\u201cSurprisingly, the most effective method was to pour the bacteria directly into the sick coral\u2019s tank,\u201d Speare says. \u201cThe bacteria are tiny, so we were able to create a concentrated liquid of them by using a filter small enough that only they can pass through.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EHalobacteriovorax\u0026nbsp;\u003C\/em\u003Eare among the fastest-known predatory bacteria, and quickly navigate to their food source \u2013 presumably the pathogen causing the infection.\u003C\/p\u003E\u003Ch2 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EFrom Aquariums to Oceans\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EBecause of the straightforward delivery method, Speare believes the team\u2019s methods could be readily adapted for coral restoration efforts, offering a simple way to deliver treatment on natural reefs.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThere are several approaches to treating corals and mitigating stress, but these techniques don\u2019t work for all situations and all species,\u201d she explains. \u201cCorals are complex, and there is no single cure-all, so we need as many tools as possible to help corals survive.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EFor Speare, the next step will be to move from lab-based work to reef environments.\u0026nbsp; She\u2019s particularly curious as to why the predatory bacteria aren\u2019t already moderating illness on natural reefs. \u201cIf this is such an effective way to control pathogens, why isn\u2019t this system preventing disease outbreaks on reefs already?\u0022 she says. \u0022We need to understand what\u0027s limiting this natural defense system \u2013 and that\u2019s what we\u2019re digging into next.\u0022\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EFunding:\u0026nbsp;Lauren Speare was supported as a Simons Foundation Awardee of the Life Sciences Research Foundation. The Vega Thurber Lab was funded by the National Science Foundation.\u003C\/em\u003E\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EDOI:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/doi.org\/10.1093\/ismejo\/wraf270\u0022\u003E\u003Cem\u003Ehttps:\/\/doi.org\/10.1093\/ismejo\/wraf270\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers found that predatory bacteria can halt the spread of a destructive coral disease by hunting and consuming pathogens responsible for the infection.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers found that predatory bacteria can halt the spread of a destructive coral disease by hunting and consuming pathogens responsible for the infection."}],"uid":"35599","created_gmt":"2026-07-27 16:39:09","changed_gmt":"2026-07-29 01:42:03","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-27T00:00:00-04:00","iso_date":"2026-07-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680709":{"id":"680709","type":"image","title":"Staghorn coral samples used in Lauren Speare\u0027s research.","body":"\u003Cdiv\u003EStaghorn coral samples used in Lauren Speare\u0027s research.\u003C\/div\u003E","created":"1785289113","gmt_created":"2026-07-29 01:38:33","changed":"1785289113","gmt_changed":"2026-07-29 01:38:33","alt":"Staghorn coral samples used in Lauren Speare\u0027s research.","file":{"fid":"265012","name":"coral-3.jpg","image_path":"\/sites\/default\/files\/2026\/07\/28\/coral-3.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/28\/coral-3.jpg","mime":"image\/jpeg","size":3474517,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/28\/coral-3.jpg?itok=YDfZY4SX"}},"680710":{"id":"680710","type":"image","title":"Lauren Speare sampling corals in the lab. ","body":"\u003Cp\u003ELauren Speare sampling corals in the lab.\u0026nbsp;\u003C\/p\u003E","created":"1785289113","gmt_created":"2026-07-29 01:38:33","changed":"1785289113","gmt_changed":"2026-07-29 01:38:33","alt":"Lauren Speare sampling corals in the lab. ","file":{"fid":"265013","name":"sampling-1.png","image_path":"\/sites\/default\/files\/2026\/07\/28\/sampling-1.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/28\/sampling-1.png","mime":"image\/png","size":2816600,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/28\/sampling-1.png?itok=7gsS4R-m"}}},"media_ids":["680709","680710"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"154","name":"Environment"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"}],"keywords":[{"id":"192250","name":"cos-microbial"},{"id":"192254","name":"cos-climate"},{"id":"187423","name":"go-bio"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193653","name":"Georgia Tech Research Institute"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003ESelena Langner\u0026nbsp;\u003C\/a\u003E\u003Cbr\u003ETechnical Research Writer \/ Editor\u0026nbsp;\u003Cbr\u003EGeorgia Tech College of Sciences\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691307":{"#nid":"691307","#data":{"type":"news","title":"Georgia Tech Research Challenges Assumptions About Online Education Success","body":[{"value":"\u003Cp\u003EAdmissions applications, discussion posts, grades, and activity logs are among the most common signals educators use to gauge whether students will thrive in an online program. But two new Georgia Tech studies suggest those measures tell only part of the story.\u003C\/p\u003E\u003Cp\u003EOne \u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/epdf\/10.1145\/3774398.3811595\u0022\u003Estudy\u003C\/a\u003E found that admissions data offers limited insight into long-term academic success. The\u0026nbsp;\u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/epdf\/10.1145\/3774398.3811599\u0022\u003Eother\u003C\/a\u003E challenges assumptions about so-called \u0022lurkers,\u0022 students who rarely post in online discussions but may still be deeply engaged in their courses. Together, the studies suggest that what matters most for student success may not be the easiest thing to measure.\u003C\/p\u003E\u003Cp\u003EPresented at the\u0026nbsp;\u003Ca href=\u0022https:\/\/learningatscale.hosting.acm.org\/las2026\/\u0022\u003ELearning@Scale\u003C\/a\u003E conference in Seoul, South Korea, the research draws on data from\u0026nbsp;\u003Ca href=\u0022https:\/\/omscs.gatech.edu\/\u0022\u003EGeorgia Tech\u0027s Online Master of Science in Computer Science (OMSCS)\u003C\/a\u003E program, one of the world\u0027s largest online degree programs. The program\u0027s scale gives researchers access to data from thousands of learners and allows them to identify patterns that would be difficult to detect in smaller educational settings.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EPredicting Success\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe long-term success study analyzed years of admissions and student performance data to examine whether application materials can predict what happens after a student applies. The research focused on three practical issues that can influence student success: who gets admitted, whether the admitted students matriculate, and who ultimately completes the program. OMSCS has always had a unique admissions model that focuses more on holistically evaluating a student\u2019s background rather than GPAs or GRE scores and does not require applicants to have a strong computer science background or undergraduate education.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022OMSCS has always followed a different admissions model from basically everyone else in higher education, so we can\u0027t draw from prevailing wisdom about what students to admit,\u0022 said\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/people\/david-joyner\u0022\u003EDavid Joyner\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.gatech.edu\/news\/2026\/07\/01\/joyner-appointed-interim-vice-provost-ai-education\u0022\u003Einterim vice provost for AI in Education\u003C\/a\u003E and executive director of online education and OMSCS. \u0022Enough time has passed since we moved to a new admissions system that we finally could step back and look at what factors predicted success.\u0022\u003C\/p\u003E\u003Cp\u003EThe researchers found that application materials could reasonably predict admissions and matriculation decisions. But when it came to forecasting retention and long-term success, early-course performance \u2014 not application information \u2014 played an outsized role in predicting whether students would remain in the program.\u003C\/p\u003E\u003Cp\u003E\u0022I\u0027ve always thought that success is most predicted by invisible factors like intended time commitment and external incentive to success,\u0022 Joyner said. \u0022But I thought there would be some signal in the application data. It\u0027s encouraging that there\u0027s not.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELearning About Lurking\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAnother indicator of student success is participation. It\u0027s often assumed that students who primarily read discussion forums rather than actively posting in them \u2014 sometimes called \u0022lurkers\u0022 \u2014 are less engaged in their courses. Marjorie Ivy, lead author of the second study on lurkers and a 2025 OMSCS graduate, became interested in the topic through her own online learning experience.\u003C\/p\u003E\u003Cp\u003E\u0022I\u0027ve been that student in an online course who reads every discussion thread, thinks deeply about the material, feels genuinely connected to what\u0027s happening in the class \u2014 and never posts,\u0022 Ivy said. \u0022That mismatch between what activity logs say about a student and what the student is actually experiencing is what drew me to this topic. I wanted to see if we could give data and language to the quieter forms of engagement that often go unnoticed.\u0022\u003C\/p\u003E\u003Cp\u003ETo better understand those students, the researchers looked beyond behavioral data and examined how learners perceived their social experiences in a course. Students completed surveys about belonging, peer interaction, and whether they felt their contributions were acknowledged. Using similarity algorithms and network analysis that examines relationships between different people, the researchers grouped students into clusters of learners who shared similar attitudes about their course experiences. The results revealed that some students who rarely posted still reported feeling connected to their classmates and learning community.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELooking Beyond the Numbers\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAlthough the studies examine different stages of the student journey, they arrive at a similar conclusion: Visible metrics often miss important parts of the learning experience. Understanding student success may require looking beyond what is easiest to count.\u003C\/p\u003E\u003Cp\u003E\u0022My biggest hope is this program will signal to other universities how broken our traditional admissions model is,\u0022 Joyner said. \u0022We should be giving more students the chance to succeed, because higher education is not currently accommodating plenty who can succeed.\u0022\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003ETwo new papers show that metrics aren\u2019t the only way to evaluate online student performance.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Two new papers show that metrics aren\u2019t the only way to evaluate online student performance."}],"uid":"34541","created_gmt":"2026-07-27 20:40:19","changed_gmt":"2026-07-27 20:43:22","author":"Tess Malone","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-27T00:00:00-04:00","iso_date":"2026-07-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680690":{"id":"680690","type":"image","title":"AdobeStock_1555413892.jpeg","body":"\u003Cp\u003EAdobe Stock\u003C\/p\u003E","created":"1785184950","gmt_created":"2026-07-27 20:42:30","changed":"1785184950","gmt_changed":"2026-07-27 20:42:30","alt":"woman taking notes during class ","file":{"fid":"264992","name":"AdobeStock_1555413892.jpeg","image_path":"\/sites\/default\/files\/2026\/07\/27\/AdobeStock_1555413892.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/27\/AdobeStock_1555413892.jpeg","mime":"image\/jpeg","size":8377234,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/27\/AdobeStock_1555413892.jpeg?itok=z9K968vh"}}},"media_ids":["680690"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ETess Malone, Senior Research Writer\/Editor\u003C\/p\u003E\u003Cp\u003Etess.malone@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691245":{"#nid":"691245","#data":{"type":"news","title":"Incoming SCP Faculty Member Selected for CRA Trustworthy AI Research Fellowship","body":[{"value":"\u003Cp\u003EAs artificial intelligence (AI) becomes more integrated into everyday life, researchers are working to better understand and reduce the new digital safety risks it creates.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVeronica Rivera\u003C\/strong\u003E, an incoming assistant professor in Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E (SCP), studies human-computer interaction, security, and privacy to create safer digital experiences. Her research earned her selection to the second cohort of the Computing Research Association (CRA) \u003Ca href=\u0022https:\/\/cra.org\/cra-trustworthy-ai-research-fellowship\/#2026-2027-fellows\u0022\u003ETrustworthy AI Research Fellowship for Early Career Scholars\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u0022I am excited and honored to be part of this year\u0027s CRA Trustworthy AI Research Fellowship cohort,\u0022 said Rivera.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022This program reflects the importance of cross-disciplinary research and collaboration in building AI systems that benefit and support society. I look forward to spending the next year building collaborations that support me and my students\u0027 research into protecting the digital safety of the diverse communities who use AI tools.\u0022\u003C\/p\u003E\u003Cp\u003ERivera\u0027s research examines how technology shapes interpersonal relationships. Using empirical and design-based methods, she partners with communities affected by technology-facilitated abuse to understand digital safety risks and develop technologies that better protect users.\u003C\/p\u003E\u003Cp\u003EThrough the fellowship, Rivera will study how AI is reshaping technology-facilitated abuse and develop data collection methods that enable researchers to assess these evolving risks over time.\u003C\/p\u003E\u003Cp\u003E\u0022Trustworthy AI is a key research area in the School of Cybersecurity and Privacy and the College of Computing,\u0022 said SCP Interim Chair \u003Cstrong\u003EMustaque Ahamad\u003C\/strong\u003E. \u0022The CRA Trustworthy AI Research Fellowship recognizes Veronica\u0027s innovative research and will help her build a research program that advances an area of strategic importance to our school and the broader AI community.\u0022\u003C\/p\u003E\u003Cp\u003ESupported by Microsoft, the CRA Trustworthy AI Research Fellowship recognizes early-career computing researchers who combine technical expertise with interdisciplinary approaches to address the ethical, societal, and human-centered challenges of artificial intelligence. The fellowship provides interdisciplinary training, mentorship, and collaboration opportunities that help researchers integrate ethical, societal, and human-centered perspectives into AI research and development.\u003C\/p\u003E\u003Cp\u003EOver the next year, Rivera and the other fellows will participate in a series of professional development activities, including a four-day Field School in Cambridge, Massachusetts. The program also includes quarterly virtual meetings, mentoring opportunities, and collaboration with scholars participating in related AI and data ethics programs.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EVeronica Rivera, an incoming assistant professor in Georgia Tech\u0027s School of Cybersecurity and Privacy (SCP), studies human-computer interaction, security, and privacy to create safer digital experiences. Her research earned her selection to the second cohort of the Computing Research Association (CRA) Trustworthy AI Research Fellowship for Early Career Scholars.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Veronica Rivera, an incoming assistant professor in Georgia Tech\u0027s School of Cybersecurity and Privacy (SCP) has been selected for the second cohort of the Computing Research Association (CRA) Trustworthy AI Research Fellowship for Early Career Scholars."}],"uid":"36253","created_gmt":"2026-07-27 13:30:51","changed_gmt":"2026-07-27 13:49:21","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-27T00:00:00-04:00","iso_date":"2026-07-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680674":{"id":"680674","type":"image","title":"464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg","body":null,"created":"1785159063","gmt_created":"2026-07-27 13:31:03","changed":"1785159063","gmt_changed":"2026-07-27 13:31:03","alt":"A graphic for Vernoica Rivera, CRA Trusterworthy AI Research Fellowship","file":{"fid":"264965","name":"464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg","image_path":"\/sites\/default\/files\/2026\/07\/27\/464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/27\/464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg","mime":"image\/jpeg","size":1958097,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/27\/464379_CRA-Fellowship_Victoria-Rivera_Graphic.jpg?itok=L9W5Yq44"}}},"media_ids":["680674"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"2835","name":"ai"},{"id":"194393","name":"AI and Cybersecurity"},{"id":"181818","name":"cybersceurity"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}}}