{"692454":{"#nid":"692454","#data":{"type":"news","title":"ISyE Launches New Minor in Health Systems, Open to Undergraduates Across Georgia Tech ","body":[{"value":"\u003Cp\u003EGeorgia Tech\u0027s \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering (ISyE)\u003C\/a\u003E is launching a new \u003Ca href=\u0022https:\/\/catalog.gatech.edu\/programs\/minor-health-systems\/#requirementstext\u0022\u003EMinor in Health Systems\u003C\/a\u003E this fall. The 15-credit-hour minor is listed in the 2026-2027 catalog and is open to undergraduates in every major.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EThe minor is designed to equip students to address complex challenges across healthcare delivery, public health, and health-related decision-making. Through coursework in analytics, optimization, policy, and systems engineering, students will learn how to improve access to care, strengthen healthcare operations, and make better use of limited resources.\u003C\/p\u003E\u003Cp\u003EA hospital decides how many operating rooms to staff on a specific day. A vaccine that works in a trial fails to reach the population that needs it. A single manufacturer\u2019s plant shuts down due to a hurricane and a routine medical supply becomes unavailable nationwide. A public health agency has to decide whether limited resources will have greater impact through a screening program or a housing intervention.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EThese are the types of real-world challenges students in the Health Systems minor will learn to address. They are not purely medical questions. They are systems questions, and they are the kinds of challenges industrial and systems engineers are equipped to solve.\u003Cbr\u003E\u003Cbr\u003E\u0022Many of today\u2019s health challenges are fundamentally systems challenges,\u201d said \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/pinar-keskinocak\u0022\u003EPinar Keskinocak\u003C\/a\u003E, the H. Milton and Carolyn J. Stewart School Chair and professor in ISyE. \u201cImproving health requires not only advances in medicine, but also better systems for prevention, access, care delivery, and decision-making.\u0022\u003Cbr\u003E\u003Cbr\u003EThe minor was developed by Professors \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/turgay-ayer\u0022\u003ETurgay Ayer\u003C\/a\u003E, ISyE\u2019s Virginia C. and Joseph C. Mello Chair and professor, and \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/nicoleta-serban\u0022\u003ENicoleta Serban\u003C\/a\u003E, an ISyE professor, working with faculty across ISyE\u0027s health systems area.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u201cHealth systems problems are complex because decisions made in one part of the system often have consequences elsewhere,\u201d said Ayer. \u201cWe developed this minor to give students a systems-level understanding of healthcare systems, while equipping them with practical analytical and decision-making tools. Our goal is for students to leave the program prepared to translate data into better decisions and, ultimately, better health outcomes.\u201d\u003Cbr\u003E\u003Cbr\u003E\u201cThis minor grew out of years of health systems research and teaching across ISyE,\u201d added Serban. \u201cThrough my work in health analytics, Medicaid policy, healthcare access, and health system complexity, and through teaching Public Health Systems, I saw both the breadth of faculty expertise in this area and strong student interest in engaging with it. The minor brings those strengths together in one pathway that enables students from across Georgia Tech to understand health systems and develop the analytical tools to improve them.\u201d\u003C\/p\u003E\u003Ch2\u003EWhat students take\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003C\/h2\u003E\u003Cp\u003EThe minor is 15 credit hours: a statistics foundation, two required health systems courses, and at least two electives.\u0026nbsp;\u003Cbr\u003EStudents begin with a statistics course, choosing from seven options across campus: ISYE 3770, ISYE 3030, BME 2400, ECE 3077, ECON 2250, MGT 2250, or PUBP 3120. This flexibility allows students from a variety of academic disciplines to enter the health systems core with a shared quantitative foundation.\u003Cbr\u003E\u003Cbr\u003ETwo ISyE courses form the core. Public Health Systems (ISYE 4510), designed by Serban and Keskinocak, works at the population scale. Many health challenges are shaped long before patients enter a hospital. The course examines factors that influence access to care, prevention, and population health, and explores how engineering and data-driven approaches can improve outcomes.\u003Cbr\u003EStudents study healthcare access: how to measure it, how geography shapes it, and what epidemiology and spatial analysis reveal about who a system reaches.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EThe course also spends three weeks on prevention and wellbeing across infectious and non-infectious disease. The organizing theme is what Serban calls the three E\u0027s: equity, efficiency, and effectiveness, and the trade-offs among them when resources are finite. Students leave able to identify where quantitative methods can improve public health decision-making.\u003Cbr\u003E\u003Cbr\u003EIntelligent Healthcare Delivery Systems (ISYE 4515) launches alongside the minor. The course was originally designed by Ayer and is being adapted for this minor by \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/dima-nazzal\u0022\u003EDima Nazzal\u003C\/a\u003E, ISyE\u2019s associate chair for academic administration, and \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/lauren-steimle\u0022\u003ELauren Steimle\u003C\/a\u003E, the Harold R. and Mary Anne Nash Early Career Professor and assistant professor in ISyE. The course focuses on healthcare delivery: how patients move through clinics and hospitals, where care transitions break, and how to map a process well enough to identify where to change it. Students learn to evaluate a health system\u0027s performance and model improvements through process design and resource allocation, such as bed allocation, operating room block scheduling, and nurse staffing. \u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u201cJust as doctors diagnose and treat disease when patients present with symptoms, students in this class will learn engineering tools to diagnose and solve process problems that lead to symptoms such as delays in care, shortages of medical supplies, and provider burnout,\u201d said Steimle. \u201cWith these skills, students will be prepared to help healthcare systems deliver the right care to the right people, in the right place, at the right time.\u201d\u003Cbr\u003E\u003Cbr\u003EThe remaining six credit hours come from a slate of more than 25 electives in five categories: health systems analytics and modeling; health policy, economics, and management; environmental, public health, and bio-inspired systems; health systems modeling and optimization; and machine learning and data science for health. The courses come from Biomedical Engineering, the College of Computing, the Scheller College of Business, the Ivan Allen College of Liberal Arts, the College of Design, Civil and Environmental Engineering, and Electrical and Computer Engineering, as well as ISyE. Students are encouraged to choose from more than one category.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u0022A student can come into this from computing, from policy, from business, from design,\u0022 said Nazzal. \u0022We built the electives so that whatever quantitative preparation a student already has counts for something, and so that nobody has to leave their major behind to work on health. Health systems problems don\u0027t get solved by one discipline, and the curriculum shouldn\u0027t pretend otherwise.\u0022\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EStudents may also complete an optional experiential component through a health-focused Senior Design capstone, undergraduate research, a Vertically Integrated Project, or a Serve-Learn-Sustain project. Students whose primary project isn\u0027t health-related complete a structured addendum connecting the work to health systems challenges.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EFor most students, courses count toward both major and minor requirements. Prerequisites and full requirements are in the catalog, and students should check them against their own program before declaring.\u0026nbsp;\u003C\/p\u003E\u003Ch2\u003EISyE: A leader in health systems engineering\u0026nbsp;\u003C\/h2\u003E\u003Cp\u003E\u003Cbr\u003EGeorgia Tech is well known for health research. Less well known is the role industrial and systems engineering has played in advancing health systems research for decades.\u003Cbr\u003E\u003Cbr\u003EISyE\u0027s health systems footprint spans different kinds of problems. In healthcare operations, faculty and students work on patient flow, scheduling, capacity, and care coordination inside hospitals and clinics. In health systems and supply chains, they study how care, drugs, vaccines, and medical equipment move across networks of providers and suppliers. In AI and analytics for health, they address medical decision-making, disease modeling, and the role of algorithms in healthcare. In public health systems, they examine access, equity, and population-level resource allocation.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EThat work runs through a \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/academics\/masters\/degrees\/ms-health-systems\u0022\u003EMaster of Science in Health Systems\u003C\/a\u003E, the \u003Ca href=\u0022https:\/\/chhs.gatech.edu\/\u0022\u003ECenter for Health and Humanitarian Systems\u003C\/a\u003E, and Senior Design \u003Ca href=\u0022https:\/\/capstone.isye.gatech.edu\/?field_category_target_id=6419\u0026amp;combine=\u0022\u003Eprojects\u003C\/a\u003E that have been going into Georgia\u2019s health systems for years. Research collaborators include the Centers for Disease Control and Prevention, Children\u0027s Healthcare of Atlanta, Emory University, and the Georgia Department of Public Health among many others. Senior Design sponsors have included Emory Healthcare, Wellstar, Grady Health System, Piedmont Healthcare, and Northside Hospital. These projects are not case studies: student teams work on real challenges brought by sponsors and deliver decision-support tools and other design solutions.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EMore than twenty ISyE faculty work in health and humanitarian systems, spanning patient-centered decision support, clinician guidance, healthcare operations, health network design, and policy evaluation. Their work is described on ISyE\u0027s \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/research\/isye-fields-specialization\/health-and-humanitarian-systems\u0022\u003EHealth and Humanitarian Systems page\u003C\/a\u003E.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u0022ISyE has been a leader in health systems research, education, and practice for decades,\u201d said Keskinocak. \u201cThis minor creates a clear pathway for undergraduate students from across Georgia Tech to apply analytics, AI, optimization, and systems thinking to some of society\u0027s most important challenges in healthcare and public health.\u0022\u003Cbr\u003E\u003Cbr\u003EFull requirements are in the \u003Ca href=\u0022https:\/\/catalog.gatech.edu\/programs\/minor-health-systems\/#requirementstext\u0022\u003EGeorgia Tech Catalog\u003C\/a\u003E and on the \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/academics\/undergraduate\/degrees\/minor-health-systems\u0022\u003EISyE Health Systems minor page\u003C\/a\u003E.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EOpen to all Georgia Tech undergraduates, ISyE\u0027s new Health Systems minor equips students to improve healthcare through analytics, optimization, policy, and systems thinking.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Open to all Georgia Tech undergraduates, ISyE\u0027s new Health Systems minor equips students to improve healthcare through analytics, optimization, policy, and systems thinking."}],"uid":"35874","created_gmt":"2026-09-09 12:41:22","changed_gmt":"2026-09-09 17:38:20","author":"Anna Akins","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":{"681100":{"id":"681100","type":"image","title":"ISyE faculty leading the new Health Systems minor include (top row, left to right) Dima Nazzal, Pinar Keskinocak, and Turgay Ayer; and (bottom row, left to right) Lauren Steimle and Nicoleta Serban.","body":null,"created":"1788957700","gmt_created":"2026-09-09 12:41:40","changed":"1788957700","gmt_changed":"2026-09-09 12:41:40","alt":"ISyE faculty leading the new Health Systems minor include (top row, left to right) Dima Nazzal, Pinar Keskinocak, and Turgay Ayer; and (bottom row, left to right) Lauren Steimle and Nicoleta Serban.","file":{"fid":"265455","name":"Health-Systems-Minor-collage.png","image_path":"\/sites\/default\/files\/2026\/09\/09\/Health-Systems-Minor-collage.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/09\/Health-Systems-Minor-collage.png","mime":"image\/png","size":1376403,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/09\/Health-Systems-Minor-collage.png?itok=6EZ9wDu4"}},"681101":{"id":"681101","type":"image","title":"ISyE researchers are addressing critical healthcare challenges through data-driven health systems research. Lauren Steimle\u0027s work on maternal healthcare access, conducted with Meghan Meredith (ISyE Ph.D. \u002725), is one example.","body":null,"created":"1788958044","gmt_created":"2026-09-09 12:47:24","changed":"1788958044","gmt_changed":"2026-09-09 12:47:24","alt":"ISyE researchers are addressing critical healthcare challenges through data-driven health systems research. Lauren Steimle\u0027s work on maternal healthcare access, conducted with Meghan Meredith (ISyE Ph.D. \u002725), is one example.","file":{"fid":"265456","name":"Meghan20computers.jpg","image_path":"\/sites\/default\/files\/2026\/09\/09\/Meghan20computers.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/09\/Meghan20computers.jpg","mime":"image\/jpeg","size":6614051,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/09\/Meghan20computers.jpg?itok=c-IaOpXR"}},"681102":{"id":"681102","type":"image","title":"The Georgia COVID-19 Vaccine Dashboard is one example of how ISyE researchers use data, analytics, and systems approaches to address public health challenges. Shown are Dima Nazzal (left), Akane Fujimoto (center), and Tyler Perini (right).","body":null,"created":"1788958168","gmt_created":"2026-09-09 12:49:28","changed":"1788958168","gmt_changed":"2026-09-09 12:49:28","alt":"The Georgia COVID-19 Vaccine Dashboard is one example of how ISyE researchers use data, analytics, and systems approaches to address public health challenges. Shown are Dima Nazzal (left), Akane Fujimoto (center), and Tyler Perini (right).","file":{"fid":"265457","name":"Covid-19-20Dashboard.jpg","image_path":"\/sites\/default\/files\/2026\/09\/09\/Covid-19-20Dashboard.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/09\/Covid-19-20Dashboard.jpg","mime":"image\/jpeg","size":368731,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/09\/Covid-19-20Dashboard.jpg?itok=gD6aiI_D"}}},"media_ids":["681100","681101","681102"],"groups":[{"id":"1237","name":"College of Engineering"},{"id":"1188","name":"Research Horizons"},{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"categories":[{"id":"145","name":"Engineering"},{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[{"id":"39541","name":"Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBy Dima Nazzal\u003Cbr\u003EISyE Associate Chair for Academic Administration\u003Cbr\u003E\u0026nbsp;\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":""}},"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\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","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":"2026-09-03 21:47:23","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":""}},"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":""}},"692252":{"#nid":"692252","#data":{"type":"news","title":"Alumna to Discuss Designing Tech for Marginalized Communities in Upcoming Lecture ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003ECollege of Computing alumna \u003Cstrong\u003ENova Ahmed\u003C\/strong\u003E (CS Ph.D. 2010) will return to campus on Sept. 14 to discuss her two decades\u0026nbsp;of experience applying technology to address social and humanitarian challenges.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed will present \u003Cem\u003EConnecting Systems with Humans\u003C\/em\u003E as part of the\u0026nbsp;\u003Ca href=\u0022https:\/\/omscs.gatech.edu\/omscs-speaker-series\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EOMSCS Speaker Series\u003C\/a\u003E. The lecture will explore the evolution of Ahmed\u0027s research, from sensing systems designed for eldercare homes to low-resource technologies that address challenges faced by women and marginalized communities.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI was inspired by many other projects that handled social and humanitarian problems, especially one where Jill Diamond \u003Ca href=\u0022https:\/\/www.ajc.com\/lifestyles\/georgia-tech-student-helps-create-street-harassment-app\/kMNuBbctHPCiFSTktVBL9J\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Eworked on domestic violence\u003C\/a\u003E under the supervision of \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/people\/amy-bruckman\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAmy Bruckman\u003C\/a\u003E at Georgia Tech,\u201d Ahmed said. \u201cI thought, \u2018this is what work should look like, where lives are changed, and impacts are made.\u2019\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed\u2019s research journey began with designing sensing systems for eldercare homes as a creative solution to an existing commercial problem. After completing her doctorate, she returned to Bangladesh, where she found that conventional technology design approaches often did not fit communities whose challenges were deeply connected to social and cultural contexts.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHer work subsequently shifted toward low-resource technologies designed for women and marginalized communities.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn her upcoming OMSCS Speaker Series lecture, Ahmed will discuss projects focused on social justice and on preventing violence and sexual harassment, as well as sensing technologies designed to improve people\u2019s lives. She will also share research and projects inspired by students and discuss her ongoing work examining women in computing and STEM, including the stressors faced by undergraduate students in STEM fields.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EOne of Ahmed\u2019s early projects was \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/alumna-creates-app-help-victims-sexual-harassment-bangladesh\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EProtibadi\u003C\/a\u003E, a technology-based effort to address sexual harassment in Bangladesh.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHer work designing technology for marginalized communities has reinforced the importance of developing solutions that account for the specific needs and circumstances of the people they serve.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cDesigning something is easy, but designing for someone who needs something very different from others, being a marginalized one, takes a lot of courage and often can get overlooked,\u201d Ahmed said. \u201cBut once it can be done, it is extremely rewarding.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed is a computer scientist and professor at North South University in Bangladesh. Her primary research interests include feminist human-computer interaction (HCI), low-cost sensor systems, and information and communication technologies (ICT) for development.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed hopes those who attend her lecture this month\u0026nbsp;will take away the importance of continuing to pursue meaningful change.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThe fact that things do not change much, but still we can keep trying to make the world a better place,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAhmed said she is looking forward to returning to Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI am so humbled, honored, and can\u0027t wait to meet many of my old friends,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe lecture will take place Sept. 14 from noon to 1:30 p.m. in the Klaus Building, Rooms 1116 East and West. The event is free and open to the public.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003ECollege of Computing alumna Nova Ahmed (CS Ph.D. 2010) will return to campus on Sept. 14 to discuss her two decades\u0026nbsp;of experience applying technology to address social and humanitarian challenges.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"College of Computing alumna Nova Ahmed (CS Ph.D. 2010) will return to campus on Sept. 14 to discuss her two decades\u00a0of experience applying technology to address social and humanitarian challenges. "}],"uid":"36613","created_gmt":"2026-09-03 13:54:51","changed_gmt":"2026-09-03 14:14:16","author":"Emily Smith","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":{"681059":{"id":"681059","type":"image","title":"nova2.jpg","body":null,"created":"1788443843","gmt_created":"2026-09-03 13:57:23","changed":"1788443843","gmt_changed":"2026-09-03 13:57:23","alt":"Nova Ahmed","file":{"fid":"265410","name":"nova2.jpg","image_path":"\/sites\/default\/files\/2026\/09\/03\/nova2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/03\/nova2.jpg","mime":"image\/jpeg","size":129797,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/03\/nova2.jpg?itok=VpMSrJqJ"}}},"media_ids":["681059"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"130","name":"Alumni"},{"id":"135","name":"Research"},{"id":"133","name":"Special Events and Guest Speakers"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"506","name":"alumni"},{"id":"121521","name":"OMSCS"},{"id":"8472","name":"amy bruckman"},{"id":"166941","name":"School of Computer Science"}],"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":["emily.smith@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691448":{"#nid":"691448","#data":{"type":"news","title":"Professor Earns NSF CAREER Award for Data Center Research","body":[{"value":"\u003Cp\u003ESchool of Computer Science Assistant Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~amsmti3\/\u0022\u003E\u003Cstrong\u003EAhmed Saeed\u003C\/strong\u003E\u003C\/a\u003E has received a CAREER Award from the National Science Foundation (NSF) to support his research on improving data center efficiency. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe award is the NSF\u2019s most prestigious honor for early-career faculty and supports researchers with the potential to serve as academic role models and to lead advances in their department or organization. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022Receiving the NSF CAREER Award is a tremendous honor and an opportunity to advance my long-term research agenda,\u201d Saeed said. \u201cIt was only made possible by the creativity and dedication of my students and the unwavering support and guidance of my family and mentors.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EModern data center servers manage resource allocation and load distribution separately, which can result in conflicting decisions. A key idea behind Saeed\u2019s proposal is to develop an integrated view of these operations to improve efficiency without requiring additional hardware.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWhen performing operations jointly, you can maximize performance and completely eliminate the chances of conflict,\u201d Saeed said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAnother driver of the project is what Saeed calls the \u201csingle queue fallacy.\u201d This occurs when data center load controllers assume that all incoming requests to a server wait in a single queue to be processed.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn reality, servers are much more complex than this and can handle multiple queues at the same time. Modern workloads have heterogeneous load requirements, meaning that different requests end up landing in different queues.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis single queue fallacy can lead to severe underutilization of these servers,\u201d he said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERecent research by Saeed shows that a server\u2019s throughput can be doubled by avoiding the single-queue fallacy. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe potential benefits of this project are wide-ranging and impactful. Maximizing server efficiency would reduce costs and energy use. With fewer resources needed, the project could contribute to more sustainable computing infrastructure. Lower operational costs would benefit companies, application developers, and users.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe goal of my proposal is to develop mechanisms and policies that can allow data center operators to easily maximize the utilization of all hardware,\u201d he said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs part of the educational component of his proposal, Saeed plans to organize competitions for students to design more efficient load and resource management algorithms using artificial intelligence.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn addition to this award, Saeed was named a \u003Ca href=\u0022https:\/\/news.research.gatech.edu\/2025\/11\/13\/bbiss-welcomes-seven-new-faculty-fellows\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EBrook Byers Institute for Sustainable Systems (BBISS) Faculty Fellow\u003C\/a\u003E last fall to support his goal of making data centers more sustainable.\u202f\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ESchool of Computer Science Assistant Professor Ahmed Saeed has received a CAREER Award from the National Science Foundation (NSF) to support his research on improving data center efficiency. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe potential benefits of this project are wide-ranging and impactful. Maximizing server efficiency would reduce costs and energy use. With fewer resources needed, the project could contribute to more sustainable computing infrastructure. Lower operational costs would benefit companies, application developers, and users.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of Computer Science Assistant Professor Ahmed Saeed has received a CAREER Award from the National Science Foundation (NSF) to support his research on improving data center efficiency. "}],"uid":"36532","created_gmt":"2026-08-04 20:21:56","changed_gmt":"2026-09-02 19:59:12","author":"Morgan Usry","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":{"680791":{"id":"680791","type":"image","title":"Ahmed-Said-Mohamed_86A1028-copy.jpg","body":null,"created":"1785906796","gmt_created":"2026-08-05 05:13:16","changed":"1785906796","gmt_changed":"2026-08-05 05:13:16","alt":"man standing in front of computer servers","file":{"fid":"265109","name":"Ahmed-Said-Mohamed_86A1028-copy.jpg","image_path":"\/sites\/default\/files\/2026\/08\/05\/Ahmed-Said-Mohamed_86A1028-copy.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/05\/Ahmed-Said-Mohamed_86A1028-copy.jpg","mime":"image\/jpeg","size":109815,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/05\/Ahmed-Said-Mohamed_86A1028-copy.jpg?itok=s0fvXuul"}}},"media_ids":["680791"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50875","name":"School of Computer Science"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"194190","name":"AI data centers"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"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\u003EMorgan Usry, Communications Officer, morgan.usry@cc.gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":["morgan.usry@cc.gatech.edu"],"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 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Tech","file":{"fid":"265334","name":"vis-contest-2026.png","image_path":"\/sites\/default\/files\/2026\/08\/26\/vis-contest-2026.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/26\/vis-contest-2026.png","mime":"image\/png","size":204354,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/26\/vis-contest-2026.png?itok=39jfgujB"}},"680990":{"id":"680990","type":"image","title":"DSC00310-small.png","body":null,"created":"1787767942","gmt_created":"2026-08-26 18:12:22","changed":"1787767942","gmt_changed":"2026-08-26 18:12:22","alt":"MFEM Workshop at Georgia 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":""}},"691812":{"#nid":"691812","#data":{"type":"news","title":"\u2018X to the Power of Computing\u2019: Celebrating Interdisciplinary Double Majors  ","body":[{"value":"\u003Cp\u003EIn the College of Computing, leaders often talk about a concept that defines the future of the field: \u201cX to the Power of Computing.\u201d It is the idea that computing acts as a force multiplier, exponentially amplifying every discipline it touches.\u003C\/p\u003E\u003Cp\u003E\u201cThe future of computing extends far beyond the tech industry alone, and every sector increasingly relies on computational thinking and digital tools,\u201d Associate Dean for Undergraduate Education \u003Cstrong\u003EOlufisayo Omojokun\u003C\/strong\u003E said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cStudents who double major embody that vision by combining technical skills with expertise in another field. That combination prepares them to solve real-world problems in innovative ways.\u201d\u003C\/p\u003E\u003Cp\u003EWhile the national average for double majoring across all undergraduate disciplines sits at roughly 11%, Tech students are charting their own distinct paths. Among recent computer science graduates, \u003Cstrong\u003E17.5% (596 students)\u003C\/strong\u003E successfully completed at least one minor, and \u003Cstrong\u003E3.8% (131 students)\u0026nbsp;\u003C\/strong\u003Egraduated with a full double major.\u003C\/p\u003E\u003Cp\u003E\u201cOverall, interdisciplinary interest is high, especially in areas like math, robotics, and economics,\u201d said \u003Cstrong\u003EBethany Mason\u003C\/strong\u003E, director of computing enrollment.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EA Snapshot of Interdisciplinary Paths\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EWhile mathematics remains the most common pairing, computing students combine their studies with other fields in a wide range of ways. These combinations reflect individual interests and career goals, shaping how students translate technical skills into different professional contexts.\u003C\/p\u003E\u003Cp\u003EThe top double majors among recent College of Computing graduates are mathematics, applied languages and intercultural studies, and industrial engineering.\u003C\/p\u003E\u003Cp\u003EOther recent graduates have minored, with Fintech, Mathematics, and Computing and Business being the top choices.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EStudents pursue degree combinations for a variety of reasons. \u003Ca href=\u0022https:\/\/hg.gatech.edu\/node\/691808\u0022\u003E\u003Cstrong\u003EElliot Huang\u003C\/strong\u003E\u003C\/a\u003E (CS and Psychology, 2026), for example, added psychology after becoming interested in how people think. He now applies both fields in computational cognitive neuroscience research.\u003C\/p\u003E\u003Cp\u003EFor \u003Ca href=\u0022https:\/\/hg.gatech.edu\/node\/691809\u0022\u003E\u003Cstrong\u003EHunter Richardson\u003C\/strong\u003E\u003C\/a\u003E (CS and Business Administration, 2026), the connection between computing, accounting, and data systems made business a natural complement to his CS studies. He said the combination also helped him during recruiting and will inform his work in Tech Assurance at KPMG.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/hg.gatech.edu\/node\/691810\u0022\u003E\u003Cstrong\u003EOliver Lee\u003C\/strong\u003E\u003C\/a\u003E (CS and Electrical Engineering, 2025) was drawn to electrical engineering after developing an interest in embedded systems, computer vision, and physical devices. His CS background now gives him a software foundation to apply to hardware and engineering projects.\u003C\/p\u003E\u003Cp\u003EFor \u003Ca href=\u0022https:\/\/hg.gatech.edu\/node\/691811\u0022\u003E\u003Cstrong\u003EAaron Huang\u003C\/strong\u003E\u003C\/a\u003E (CS and Biochemistry, Spring 2027), the path to a second major was influenced in part by his parents, both physicians. He has since combined his interests through research in medical labs, where computational methods are increasingly central to the life sciences.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ELooking Ahead\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe success of these students highlights a clear mandate for the College of Computing: to support and expand these impactful pathways even further.\u003C\/p\u003E\u003Cp\u003E\u201cOur role is to support those pathways with curricula and advising that make it feasible for students to meaningfully integrate rigorous computing preparation with study across other fields, so they graduate prepared for a wide range of careers and graduate programs,\u201d Omojokun said.\u003C\/p\u003E\u003Cp\u003EMoving forward, the College is actively exploring how to broaden and formalize more of these interdisciplinary tracks.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe don\u0027t want students to just manually piece together a double major; we want to build structured frameworks that seamlessly blend disciplines from day one,\u201d Omojokun said.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019ve already proven it can be done. For years, the immense student demand for combining mathematics and computer science led directly to the creation of our formal, joint \u003Ca href=\u0022https:\/\/mathcomputing.gatech.edu\/\u0022\u003Emathematics and computing major\u003C\/a\u003E.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELooking to the future, the College will use that successful blueprint to design even more formalized joint degrees, helping the next generation of Yellow Jackets change the world through the exponential power of computing.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003ECollege of Computing leaders often talk about a concept that defines the field\u2019s future: \u201cX to the Power of Computing.\u201d It is the idea that computing acts as a force multiplier, exponentially amplifying every discipline or industry it touches.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"In the College of Computing, leaders often talk about a concept that defines the future of the field: \u201cX to the Power of Computing.\u201d It is the idea that computing acts as a force multiplier, exponentially amplifying every discipline it touches."}],"uid":"36613","created_gmt":"2026-08-19 16:32:06","changed_gmt":"2026-09-01 15:33:45","author":"Emily Smith","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":{"680926":{"id":"680926","type":"image","title":"gradcap1.jpg","body":null,"created":"1787157319","gmt_created":"2026-08-19 16:35:19","changed":"1787157319","gmt_changed":"2026-08-19 16:35:19","alt":"graduation","file":{"fid":"265259","name":"gradcap1.jpg","image_path":"\/sites\/default\/files\/2026\/08\/19\/gradcap1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/19\/gradcap1.jpg","mime":"image\/jpeg","size":3067193,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/19\/gradcap1.jpg?itok=jwtewVSL"}}},"media_ids":["680926"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"660374","name":"School of Computing Instruction"}],"categories":[{"id":"130","name":"Alumni"},{"id":"42911","name":"Education"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"193866","name":"school of computing instruction"},{"id":"189662","name":"double major"},{"id":"594","name":"college of engineering"},{"id":"167710","name":"School of Psychology"},{"id":"167089","name":"Scheller College of Business"},{"id":"919","name":"Biochemistry"}],"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":["emily.smith@cc.gatech.edu"],"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":""}},"692052":{"#nid":"692052","#data":{"type":"news","title":"Speare Earns Highly Competitive NIH MIRA Grant","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E Assistant Professor\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/lauren%20speare\u0022\u003E\u0026nbsp;Lauren Speare\u003C\/a\u003E has received a Maximizing Investigators\u2019 Research Award (MIRA) from the National Institute of General Medical Sciences (NIGMS), part of the National Institutes of Health (NIH). According to the\u003Ca href=\u0022https:\/\/www.nigms.nih.gov\/Research\/mechanisms\/MIRA\/Pages\/default\u0022\u003E\u0026nbsp;MIRA website\u003C\/a\u003E, the awards provide investigators with long-term, flexible funding to pursue ambitious research programs and explore promising new directions as discoveries emerge.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ESpeare plans to use the funding to build on her lab\u2019s previous finding that\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/news\/tiny-predatory-bacteria-help-protect-endangered-caribbean-corals?utm_source=newsletter\u0026amp;utm_medium=email\u0026amp;utm_content=Tiny%20Predatory%20Bacteria%20Help%20Protect%20Endangered%20Corals\u0026amp;utm_campaign=Daily%20Digest%20-%20Aug.%206%2C%202026\u0022\u003E\u0026nbsp;naturally occurring predatory bacteria can reduce disease severity in threatened staghorn corals by defending them against harmful bacteria.\u003C\/a\u003E Her new research will move beyond direct predator-prey interactions to better understand how bacterial predators influence the broader microbial communities living on corals.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe know bacterial predators can alter disease outcomes in corals,\u201d explains Speare. \u201cWhat we don\u2019t yet comprehend is what predation actually does to a complex microbiome inside a living animal. Does a predator simply remove particular bacteria, or can those interactions ripple through the entire microbiome and ultimately affect the host?\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EUnderstanding those changes could reveal why some corals are better able to resist disease and recover from environmental stress than others.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ENext Steps\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003ESpeare and researchers from the\u003Ca href=\u0022https:\/\/www.spearelab.com\/\u0022\u003E\u0026nbsp;Speare Marine Microbial Ecology Lab\u003C\/a\u003E will investigate microbial predation outside the laboratory in a whole-community context.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cMost of what we know about microbial interactions comes from studying one or two populations in a test tube,\u201d says Speare. \u201cBut microbes can behave very differently in a living host. We want to understand those interactions where they are actually happening.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EHer research will use staghorn corals as a model for observing these interactions over time. Because corals are made up of colonies of genetically identical animal polyps, scientists can repeatedly sample the same colony and track how its microbial communities change. This approach offers a unique window into how microbiomes evolve within an animal host, something that is much more difficult to study\u0026nbsp; in many other animals used in research\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u0022One of the really powerful things about corals as a model is that we can repeatedly observe what is happening within the same host,\u0022 says Speare. \u0022Instead of taking a single snapshot of a microbiome, we can follow how interactions unfold through time and explore how those changes ultimately affect the animal.\u0022\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ESpeare hopes the research will uncover how bacteria interact within coral microbiomes and whether those interactions can help corals stay healthy and resist disease.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cIt\u2019s unusual to have a model system where fundamental questions about microbial ecology can have such immediate relevance to conservation,\u201d says Speare. \u201cIf we learn something that can improve coral health or restoration efforts, we can communicate those findings directly to the practitioners who are actively working to restore these populations.\u201d\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ESeed Grant Support\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003ESpeare credits two prior grants for providing preliminary data for the MIRA award. A NOAA Ruth D. Gates Coral Restoration Innovation Grant helped her develop disease models and investigate the potential health applications of predatory bacteria in corals. A Georgia Tech\u003Ca href=\u0022https:\/\/sustainablesystems.gatech.edu\/research\/seed-grants\u0022\u003E\u0026nbsp;Sustainability Next Seed Grant\u003C\/a\u003E filled a critical knowledge gap in the research by testing how these bacterial predators interact with healthy corals.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cBefore we could ask what microbial predation does within a complex microbiome, we needed to establish that these predators could persist within corals without negatively affecting the host,\u201d says Speare. \u201cThat work gave us the foundation to start asking much bigger ecological questions.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe Sustainability Next Seed Grant, administered by the\u003Ca href=\u0022https:\/\/sustainablesystems.gatech.edu\/\u0022\u003E\u0026nbsp;Brook Byers Institute for Sustainable Systems\u003C\/a\u003E, also supported workshops and collaboration-building efforts that strengthened partnerships with the University of Miami\u2019s Lirman Lab and Rescue a Reef which provide corals and expertise for ongoing restoration-focused research.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ELooking Ahead\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe flexibility that comes with this funding is incredibly exciting,\u201d says Speare. \u201cWe have five years to follow the biology wherever it leads us. If we discover an unexpected interaction or mechanism, we have the freedom to pursue it rather than being constrained by a single predefined project. That gives us the opportunity to build a much broader understanding of how microbial predation influences coral health.\u201d\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ESupport Acknowledgement\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EResearch reported in this publication was supported by the National Institute of General Medical Sciences of the National Institutes of Health under Award Number 1R35GM165598.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe award will support funding aimed at uncovering new insights that could support future coral restoration and disease management efforts.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The award will support funding aimed at uncovering new insights that could support future coral restoration and disease management efforts."}],"uid":"36607","created_gmt":"2026-08-26 18:29:49","changed_gmt":"2026-08-27 13:56:33","author":"ls67","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":{"680992":{"id":"680992","type":"image","title":"Lauren Speare","body":"\u003Cp\u003EHeadshot\u003C\/p\u003E","created":"1787769048","gmt_created":"2026-08-26 18:30:48","changed":"1787769048","gmt_changed":"2026-08-26 18:30:48","alt":"Headshot of a woman","file":{"fid":"265336","name":"55472992335_5e2145b021_k--1-.jpg","image_path":"\/sites\/default\/files\/2026\/08\/26\/55472992335_5e2145b021_k--1-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/26\/55472992335_5e2145b021_k--1-.jpg","mime":"image\/jpeg","size":963283,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/26\/55472992335_5e2145b021_k--1-.jpg?itok=Dim63k4S"}}},"media_ids":["680992"],"related_links":[{"url":"https:\/\/biosciences.gatech.edu\/news\/tiny-predatory-bacteria-help-protect-endangered-caribbean-corals?utm_source=newsletter\u0026utm_medium=email\u0026utm_content=Tiny%20Predatory%20Bacteria%20Help%20Protect%20Endangered%20Corals\u0026utm_campaign=Daily%20Digest%20-%20Aug.%206%2C%202026","title":"Tiny Predatory Bacteria Help Protect Endangered Caribbean Corals"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"154","name":"Environment"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"}],"keywords":[{"id":"180325","name":"coral conservation"},{"id":"192254","name":"cos-climate"},{"id":"192249","name":"cos-community"},{"id":"8057","name":"faculty research"}],"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\u003ELaura S. Smith, writer\u003C\/p\u003E","format":"limited_html"}],"email":["laura.smith@cos.gatech.edu"],"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":"2026-08-24 19:50:13","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":[],"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":["audra.davidson@research.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":""}},"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":""}},"691668":{"#nid":"691668","#data":{"type":"news","title":"Engineered at Tech: Pinpointing River Pollution","body":[{"value":"\u003Cp\u003EKatherine Graham is an assistant professor in the Georgia Tech School of Civil and Environmental Engineering who studies the fate and transport of pathogens and their indicators in water, including E. coli. Her research focuses on what happens when pathogens get into water, where they go, and how it affects public policy decisions related to health. This includes looking at bacteria and conditions in Atlanta\u2019s Chattahoochee River.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EJoin Georgia Tech undergraduate Harrison Burnside on this latest episode of Engineered at Tech as he tours Katherine Graham\u0027s lab and discovers how to track pathogens in the Chattahoochee River. The goal is to help local agencies pinpoint sources of pollution in rivers and reservoirs to protect public health.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/coe.gatech.edu\/news\/2026\/07\/engineered-tech-pinpointing-river-pollution\u0022\u003EWatch the video on the COE News page\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EKatherine Graham is an assistant professor in the Georgia Tech School of Civil and Environmental Engineering who studies the fate and transport of pathogens and their indicators in water, including E. coli. Her research focuses on what happens when pathogens get into water, where they go, and how it affects public policy decisions related to health. This includes looking at bacteria and conditions in Atlanta\u2019s Chattahoochee River.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EJoin Georgia Tech undergraduate Harrison Burnside on this latest episode of Engineered at Tech as he tours Katherine Graham\u0027s lab and discovers how to track pathogens in the Chattahoochee River. The goal is to help local agencies pinpoint sources of pollution in rivers and reservoirs to protect public health.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Environmental engineer Katherine Graham is developing new methods to pinpoint pathogens in water to help local agencies make rivers and reservoirs cleaner. "}],"uid":"36413","created_gmt":"2026-08-13 20:32:24","changed_gmt":"2026-08-17 15:51:03","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-15T00:00:00-04:00","iso_date":"2026-07-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680868":{"id":"680868","type":"image","title":"Engineered-at-Tech-Pinpointing-River-Pollution.jpg","body":null,"created":"1786653263","gmt_created":"2026-08-13 20:34:23","changed":"1786653263","gmt_changed":"2026-08-13 20:34:23","alt":"YouTube Thumbnail of Engineered at Tech Episode with GT Researcher Katerine Graham and Undergrad student Harrison Burnside","file":{"fid":"265197","name":"Engineered-at-Tech-Pinpointing-River-Pollution.jpg","image_path":"\/sites\/default\/files\/2026\/08\/13\/Engineered-at-Tech-Pinpointing-River-Pollution.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/13\/Engineered-at-Tech-Pinpointing-River-Pollution.jpg","mime":"image\/jpeg","size":190657,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/13\/Engineered-at-Tech-Pinpointing-River-Pollution.jpg?itok=yUH1CNRW"}}},"media_ids":["680868"],"related_links":[{"url":"https:\/\/coe.gatech.edu\/news\/2026\/07\/engineered-tech-pinpointing-river-pollution","title":"Full Story on the COE 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":"135","name":"Research"},{"id":"194611","name":"State Impact"}],"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\u003ECandler Hobbs, College of Engineering\u003C\/p\u003E","format":"limited_html"}],"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":""}},"691683":{"#nid":"691683","#data":{"type":"news","title":"Georgia Tech, VRARA and AAIA Announce Techlanta 2026","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EAtlanta, GA \u2014\u003C\/strong\u003E The Georgia Institute of Technology, the Virtual Reality Augmented Reality Association (VRARA), and the Applied AI Association (AAIA) are bringing together leaders across academia, industry, and emerging technology for Techlanta 2026: Driving the Future of AI, XR \u0026amp; Global Innovation, taking place September 17, 2026, at Georgia Tech\u2019s Historic Academy of Medicine.\u003C\/p\u003E\u003Cp\u003ETechlanta is organized in collaboration with Georgia Tech OIT, the new Allen\u2013Davidson\u2013Coleman XR Makerspace, the H. Milton Stewart School of Industrial and Systems Engineering (ISyE), and the Symbiotic and Augmented Intelligence Laboratory (SAIL).\u003C\/p\u003E\u003Cp\u003EThe event will feature Georgia Tech and Atlanta technology leaders exploring the convergence of artificial intelligence, extended reality, robotics, human-centered systems, and other emerging technologies. Programming will include keynote and featured presentations, live technology demonstrations, networking, and opportunities to engage with the Atlanta technology ecosystem.\u003C\/p\u003E\u003Cp\u003E\u201cTechlanta is an exciting opportunity to share our vision for Human-Centered Systems Engineering in ISyE, where we put people at the center of how we engineer emerging technologies,\u201d said ISyE Associate Professor, SAIL, and ADC XR Makerspace Director Mohsen Moghaddam. \u201cThrough SAIL and the ADC XR Makerspace, we are exploring how AI, robotics, XR, and related technologies can augment people and expand their capabilities in future workplaces, rather than replace them.\u201d\u003C\/p\u003E\u003Cp\u003EProfessor Moghaddam will be presenting the latest developments from ISyE\u2019s Allen\u2013Davidson\u2013Coleman (ADC) XR Makerspace and ISyE\u2019s Symbiotic and Augmented Intelligence Lab (SAIL).\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETechlanta builds on the organizations\u2019 ongoing collaboration to showcase Atlanta\u2019s position as a global hub for emerging technology innovation while creating new connections between industry, research, and the next generation of talent.\u003C\/p\u003E\u003Cp\u003ERegistration is now open for Techlanta 2026. \u003Cstrong\u003ERegister now \u2192\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.eventbrite.com\/e\/techlanta-2026-tickets-1993945297059\u0022\u003E\u003Cstrong\u003Ehttps:\/\/www.eventbrite.com\/e\/techlanta-2026-tickets-1993945297059\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u201cAtlanta continues to strengthen its position as a global hub for emerging technologies, and we\u2019re excited to build on our collaboration with Georgia Tech, one of the world\u2019s premier universities, to drive applied R\u0026amp;D and strategic innovation across the Southeast and beyond,\u201d said Adam Kornuth, Atlanta Chapter President of the VRARA and AAIA Atlanta chapters.\u003C\/p\u003E\u003Cp\u003EWith over 60 chapters around the world, the VRARA and AAIA boast a network of more than 80,000 professionals and 4,000 organizations.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFor more information about the Virtual Reality Augmented Reality Association, visit \u003Ca href=\u0022https:\/\/www.thevrara.com\/\u0022\u003Ethevrara.com\u003C\/a\u003E. For more information about the Applied AI Association, visit \u003Ca href=\u0022https:\/\/aaiaglobal.com\/\u0022\u003Eaaiaglobal.com\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETechlanta is organized in collaboration with Georgia Tech OIT, the new Allen\u2013Davidson\u2013Coleman XR Makerspace, the H. Milton Stewart School of Industrial and Systems Engineering (ISyE), and the Symbiotic and Augmented Intelligence Laboratory (SAIL).\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Techlanta is organized in collaboration with Georgia Tech OIT, the new Allen\u2013Davidson\u2013Coleman XR Makerspace, the H. Milton Stewart School of Industrial and Systems Engineering (ISyE), and the Symbiotic and Augmented Intelligence Laboratory (SAIL)."}],"uid":"36760","created_gmt":"2026-08-14 14:15:49","changed_gmt":"2026-08-14 17:43:36","author":"jsmith830","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":{"680878":{"id":"680878","type":"image","title":"Georgia Tech, VRARA and AAIA Announce Techlanta 2026","body":"\u003Cp\u003E\u003Cstrong\u003EGeorgia Tech, VRARA and AAIA Announce Techlanta 2026\u003C\/strong\u003E\u003C\/p\u003E","created":"1786716959","gmt_created":"2026-08-14 14:15:59","changed":"1786716959","gmt_changed":"2026-08-14 14:15:59","alt":"Georgia Tech, VRARA and AAIA Announce Techlanta 2026","file":{"fid":"265209","name":"image23.jpg","image_path":"\/sites\/default\/files\/2026\/08\/14\/image23.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/14\/image23.jpg","mime":"image\/jpeg","size":159421,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/14\/image23.jpg?itok=XUIiTxfV"}}},"media_ids":["680878"],"related_links":[{"url":"https:\/\/www.eventbrite.com\/e\/techlanta-2026-tickets-1993945297059","title":"Register Here"}],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[{"id":"135","name":"Research"}],"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\u003EAnna Akins\u003Cbr\u003ECommunications Manager\u003Cbr\u003EH. Milton Stewart School of Industrial and Systems Engineering (ISyE)\u003Cbr\u003E\u003Ca href=\u0022mailto:anna.akins@isye.gatech.edu\u0022\u003Eanna.akins@isye.gatech.edu\u003C\/a\u003E \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECourtney Hill\u003Cbr\u003ECommunications Program Manager\u0026nbsp;\u003Cbr\u003EOffice of Information Technology\u003Cbr\u003E\u003Ca href=\u0022mailto:courtney.hill@gatech.edu\u0022\u003Ecourtney.hill@gatech.edu\u003C\/a\u003E \u0026nbsp;\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":""}},"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":"2026-08-12 12:09:10","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":[],"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":""}},"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":""}},"691437":{"#nid":"691437","#data":{"type":"news","title":"ISyE Plays Key Role in Nearly $20 Million NSF Award for AI-Driven Manufacturing ","body":[{"value":"\u003Cp\u003EThe \u003Ca href=\u0022https:\/\/isye.gatech.edu\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering (ISyE) at Georgia Tech\u003C\/a\u003E is playing a key role in a nearly $20 million National Science Foundation (NSF)\u003Ca href=\u0022https:\/\/news.research.gatech.edu\/2026\/08\/03\/georgia-tech-lead-national-cloud-laboratory-advanced-manufacturing-and-materials\u0022\u003E award\u003C\/a\u003E received by Georgia Tech that will leverage artificial intelligence (AI), robotics, and advanced manufacturing technologies and facilities to accelerate scientific discovery. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia Tech received the $18.1 million award through \u003Ca href=\u0022https:\/\/www.nsf.gov\/tip\/updates\/nsf-announces-400m-investment-new-national-network-ai\u0022\u003ENSF\u0027s Programmable Cloud Laboratories initiative\u003C\/a\u003E, a national effort to create AI-enabled automated laboratories that researchers can access remotely. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EISyE\u2019s contribution is led by \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/pascal-van-hentenryck\u0022\u003EPascal Van Hentenryck\u003C\/a\u003E, the A. Russell Chandler III Chair and professor in ISyE, and includes faculty members \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/nagi-gebraeel\u0022\u003ENagi Gebraeel\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/roshan-joseph\u0022\u003ERoshan Joseph\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/kamran-paynabar\u0022\u003EKamran Paynabar\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/eunhye-song\u0022\u003EEunhye Song\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/xiaochen-xian\u0022\u003EXiaochen Xian\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/yao-xie\u0022\u003EYao Xie\u003C\/a\u003E. The broader multidisciplinary effort is co-led by Van Hentenryck, \u003Ca href=\u0022https:\/\/www.mse.gatech.edu\/people\/aaron-stebner\u0022\u003EAaron Stebner\u003C\/a\u003E, associate director of the \u003Ca href=\u0022https:\/\/gtmi.gatech.edu\/\u0022\u003EGeorgia Tech Manufacturing Institute (GTMI)\u003C\/a\u003E, 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\u003E School of Materials Science and Engineering\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/gtmi.gatech.edu\/people\/thomas-kurfess\u0022\u003ETom Kurfess,\u003C\/a\u003E GTMI executive director and HUSCO\/Ramirez Distinguished Chair in Fluid Power and Motion Control in the \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cManufacturing is moving toward intelligent, autonomous, and interconnected systems that can learn, adapt, and accelerate innovation,\u201d said \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/pinar-keskinocak\u0022\u003EPinar Keskinocak\u003C\/a\u003E, the H. Milton and Carolyn J. Stewart School Chair of ISyE. \u201cThis award positions ISyE and Georgia Tech at the forefront of that transformation. By combining ISyE\u2019s strengths in AI and systems engineering with interdisciplinary collaboration and state-of-the-art facilities, this initiative will accelerate scientific discovery and autonomous manufacturing, and create new opportunities to tackle complex challenges in engineering and manufacturing.\u201d\u003C\/p\u003E\u003Cp\u003EAt the center of Georgia Tech\u2019s contribution is the \u003Ca href=\u0022https:\/\/ampf.research.gatech.edu\/\u0022\u003EAdvanced Manufacturing Pilot Facility (AMPF)\u003C\/a\u003E, operated through GTMI. The facility combines advanced manufacturing equipment, industrial robotics, and automated research capabilities to help accelerate the development of new materials and manufacturing technologies. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWhile the initiative brings together experts from multiple disciplines, many of its core challenges align closely with ISyE\u2019s strengths in systems thinking, optimization, machine learning, workflow design, and systems engineering. As part of the effort, ISyE researchers will contribute expertise in these areas to support the development of autonomous research workflows and AI-enabled manufacturing systems. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis is the AI that will transform scientific discovery and manufacturing,\u201d said Van Hentenryck, who also serves as the director of the \u003Ca href=\u0022https:\/\/www.ai4opt.org\/\u0022\u003ENSF AI Institute for Advances in Optimization\u003C\/a\u003E. \u201cThis is deep multidisciplinary collaboration.\u201d\u003C\/p\u003E\u003Cp\u003EBeyond its research impact, the initiative will provide ISyE students with hands-on experience working on complex, multidisciplinary challenges involving AI, robotics, and scientific discovery while gaining exposure to new domains where ISyE methodologies can be applied. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis type of deep collaboration across disciplines gives students a window of what is possible in the future and how they can help shape it,\u201d Van Hentenryck added. \u0026nbsp;\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 is helping lead a nearly $20 million NSF initiative that will use AI-enabled automated laboratories to accelerate scientific discovery.\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 is helping lead a nearly $20 million NSF initiative that will use AI-enabled automated laboratories to accelerate scientific discovery. "}],"uid":"35874","created_gmt":"2026-08-04 18:13:25","changed_gmt":"2026-08-10 18:29:26","author":"Anna Akins","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":{"680788":{"id":"680788","type":"image","title":"George Tower, ISyE\u0027s new home in Tech Square. ","body":null,"created":"1785870309","gmt_created":"2026-08-04 19:05:09","changed":"1785870309","gmt_changed":"2026-08-04 19:05:09","alt":"George Tower, ISyE\u0027s new home in Tech Square. ","file":{"fid":"265106","name":"George-Tower-1.jpg","image_path":"\/sites\/default\/files\/2026\/08\/04\/George-Tower-1_0.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/04\/George-Tower-1_0.jpg","mime":"image\/jpeg","size":190889,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/04\/George-Tower-1_0.jpg?itok=HJUm3f-_"}},"680785":{"id":"680785","type":"image","title":"Pascal Van Hentenryck, the A. Russell Chandler III Chair and professor in ISyE. ","body":null,"created":"1785867225","gmt_created":"2026-08-04 18:13:45","changed":"1785867225","gmt_changed":"2026-08-04 18:13:45","alt":"Pascal Van Hentenryck, the A. Russell Chandler III Chair and professor in ISyE. ","file":{"fid":"265102","name":"Pascal_Van_Hentenryck_Square_1.jpg","image_path":"\/sites\/default\/files\/2026\/08\/04\/Pascal_Van_Hentenryck_Square_1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/04\/Pascal_Van_Hentenryck_Square_1.jpg","mime":"image\/jpeg","size":597095,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/04\/Pascal_Van_Hentenryck_Square_1.jpg?itok=XMit2eib"}}},"media_ids":["680788","680785"],"groups":[{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"194685","name":"Manufacturing"},{"id":"135","name":"Research"},{"id":"152","name":"Robotics"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"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":""}},"691594":{"#nid":"691594","#data":{"type":"news","title":"Eunhye Song Named VP\/President-Elect of INFORMS Simulation Society ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/eunhye-song\u0022\u003EEunhye Song\u003C\/a\u003E, a Coca-Cola Foundation Early Career Professor and associate professor in the \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering (ISyE) at Georgia Tech\u003C\/a\u003E, has been named vice president\/president-elect of the \u003Ca href=\u0022https:\/\/connect.informs.org\/simulation\/home\u0022\u003EINFORMS Simulation (I-SIM) Society\u003C\/a\u003E, recognizing her leadership and growing impact in the field of simulation.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EI-SIM is a specialized community within the\u003Ca href=\u0022https:\/\/www.informs.org\/About-INFORMS\u0022\u003E Institute for Operations Research and the Management Sciences (INFORMS) \u003C\/a\u003Ededicated to advancing simulation research and practice while fostering collaboration and professional development among members of the simulation community.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ESimulation has become increasingly important as advances in computing and data availability enable researchers to build more detailed models of complex real-world systems, helping organizations evaluate decisions before implementing them and avoid costly trial and error.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe have much more data, computing power and the ability to build more detailed simulation models than ever before,\u201d Song said. \u201cThat\u2019s exciting because we\u2019re getting closer to accurately representing what\u2019s happening in the real system.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ESong\u2019s connection to the simulation community spans over a decade. She first attended I-SIM\u0027s flagship Winter Simulation Conference as a first-year Ph.D. student in 2013 and has participated ever since. After joining the faculty ranks in 2017 \u2013 first at Penn State University between 2017 and 2022, then at ISyE where she joined in 2022 as an assistant professor \u2013 she became increasingly involved in service and leadership activities within the society.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs vice president\/president-elect, which is a two-year term that began in July, Song will help guide the organization\u2019s priorities and support initiatives that advance simulation research while identifying emerging areas of focus for the field.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI\u2019m honored to help the society think about the most relevant and emerging areas in simulation,\u201d Song said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBeyond its research mission, Song said the simulation community has played a key role in shaping her professional journey through mentorship, collaboration and service.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u0022I-SIM is a very tight-knit community, and I have received so much advice and mentorship from previous and current members,\u201d Song said. \u201cBy the time it\u2019s your turn to lead, everyone is happy to step up. I look forward to helping continue that great tradition in this new role.\u201d\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWith more than 12,000 members worldwide, INFORMS is the leading international association for professionals in operations research, analytics, management science, and related fields. The organization advances the science and technology of decision making through publications, conferences, competitions, networking communities, and professional development services.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EISyE faculty member Eunhye Song has been named vice president\/president-elect of the INFORMS Simulation Society, recognizing her growing leadership in simulation research.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"ISyE faculty member Eunhye Song has been named vice president\/president-elect of the INFORMS Simulation Society, recognizing her growing leadership in simulation research. "}],"uid":"35874","created_gmt":"2026-08-10 17:40:53","changed_gmt":"2026-08-10 18:02:40","author":"Anna Akins","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":{"680828":{"id":"680828","type":"image","title":"Eunhye Song, a Coca-Cola Foundation Early Career Professor and associate professor in ISyE. ","body":null,"created":"1786383668","gmt_created":"2026-08-10 17:41:08","changed":"1786383668","gmt_changed":"2026-08-10 17:41:08","alt":"Eunhye Song, a Coca-Cola Foundation Early Career Professor and associate professor in ISyE. ","file":{"fid":"265151","name":"Eunhye-Song-headshot.jpg","image_path":"\/sites\/default\/files\/2026\/08\/10\/Eunhye-Song-headshot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/10\/Eunhye-Song-headshot.jpg","mime":"image\/jpeg","size":53329,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/10\/Eunhye-Song-headshot.jpg?itok=kSbhuLJG"}}},"media_ids":["680828"],"groups":[{"id":"1237","name":"College of Engineering"},{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"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\u0026nbsp;\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003ECommunications Manager I\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691214":{"#nid":"691214","#data":{"type":"news","title":"Rapid Testing Offers Path to More Sustainable Material Choices","body":[{"value":"\u003Cp\u003E\u003Cem\u003E-Written by Seungho Lee\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003ERecycled materials promise a cleaner future, but recycled content alone does not necessarily make a product sustainable. At Georgia Tech\u2019s Daedalus Lab, assistant professor, National Science Foundation CAREER Award recipient, and Brook Byers Institute for Sustainable Systems Faculty Fellow Christos Athanasiou and postdoctoral researcher Danqi Sun are working to provide greater certainty to designers and engineers by rethinking how materials are tested for their fracture characteristics. Their article in \u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/sciadv.aeh0456\u0022\u003E\u003Cem\u003EScience Advances\u003C\/em\u003E\u003C\/a\u003E details a new testing protocol that reduces cost, increases speed, and simulates real-world conditions.\u003C\/p\u003E\u003Cp\u003EMaterials shape nearly every part of modern life, from packaging and consumer products to bridges and medical devices. Choosing the right material involves balancing durability, cost, manufacturability, and environmental impact. Yet those decisions are not always guided by a clear understanding of how materials age and fail under real-world conditions, especially for recycled materials like plastics.\u003C\/p\u003E\u003Cp\u003EOne way that materials frequently fail is by cracking. A small crack can begin almost invisibly. Over time, it can spread from regular wear and tear and exposure to common environmental factors like moisture, temperature fluctuations, or even dirt. Eventually, the crack expands, and the part fails. Engineers have studied fracture for more than a century, but connecting the science of cracking to practical decisions about sustainability remains a major challenge.\u003C\/p\u003E\u003Cp\u003EThe characteristics of recycled plastics often vary from those of the same material in unrecycled, or virgin, form. Products made from recycled plastics may be sold with sustainability claims under the assumption that they will perform as if they were made with virgin material. However, premature failure requiring repair or replacement can quickly change the sustainability equation as well as the acceptance of recycled materials by manufacturers and consumers.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EBeyond Conventional Fracture Testing\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EMaterials rarely fail due to a single factor. They may be exposed to several factors simultaneously, such as mechanical loading, chemical environments, temperature changes, moisture, and time. Traditional fracture protocols test one specimen at a time under carefully controlled laboratory conditions, which bear little resemblance to the real world. To move beyond this limitation, Sun developed an in-situ, high-throughput platform capable of studying how materials degrade and fail under more realistic conditions.\u003C\/p\u003E\u003Cp\u003EThe platform changes conventional fracture testing in three important ways. First, it can test multiple specimens simultaneously rather than one at a time. By monitoring samples in parallel, testing time can be reduced by more than 60%. Second, it allows materials to be tested in realistic environments. In this study, researchers examined virgin and recycled plastics in alkaline environments that resemble conditions encountered in applications like landfill liner membranes and geotextiles. Third, the platform incorporates an imaging technique known as photoelasticity, which reveals the formation of stress fields that form around the origin of a newly developing crack. This allows researchers to see cracks develop earlier than before, giving them a clearer picture of the forces that drive crack growth.\u003C\/p\u003E\u003Cp\u003EThe researchers have made the technology available for licensing through Georgia Tech\u2019s Office of Technology Licensing. \u201cOur goal was to make fracture testing not only faster but also more informative,\u201d Sun said. \u201cBy combining high-throughput testing, realistic environments, and full-field stress imaging, we can better understand how materials fail under conditions closer to real-world applications.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EAn Honest View of Sustainability\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003ERecycled plastics are often viewed as a greener choice. But according to the study, it\u2019s not always so straightforward. If a recycled product fails prematurely and needs to be replaced frequently, its environmental and economic costs can increase despite its recycled content. As Athanasiou puts it, \u201cFailing materials don\u2019t just break products. They can break sustainability promises.\u201d\u003C\/p\u003E\u003Cp\u003EFor example, comparing virgin polyethylene terephthalate (PET) with recycled PET (rPET) in applications such as landfill geotextiles, the researchers discovered that rPET showed lower resistance to environmental stressors, particularly in alkaline conditions over a pH of 9. In this application, specifying rPET over virgin PET would likely eliminate all of the presumed economic and environmental advantages of using a recycled material.\u003C\/p\u003E\u003Cp\u003E\u201cRecycling is essential, but recycled content alone does not tell the full story. If a material fails too soon, the environmental benefits can disappear,\u201d Athanasiou said.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EFrom Cracks to Circularity\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EFor the researchers, the significance of the work extends beyond recycled plastics. The broader goal is to provide a fast, affordable, and realistic platform for evaluating the sustainability of any material choice. Because current testing protocols are costly, not widely available, and limited in the information they yield, engineers, manufacturers, and policymakers often have little choice but to continue to specify non-recycled materials because they will perform as expected. Having cheap and accurate data on recycled materials will help to accelerate their adoption because matching the engineering properties of recycled materials to their most appropriate applications will become more obvious.\u003C\/p\u003E\u003Cp\u003EThe researchers also hope to expand the platform to simulate even more complex environments and apply it to a wider range of materials. Because the system generates large amounts of detailed data, it may enable opportunities to use computational modeling or artificial intelligence to digitally simulate mechanical testing, driving down costs and expanding availability even more.\u003C\/p\u003E\u003Cp\u003EThe larger vision is a future in which sustainability is judged not by labels or assumptions, but by evidence for how a material performs, how long it lasts, how it fails, and what it costs society and the environment over its full lifetime.\u003C\/p\u003E\u003Cp\u003EPlease visit the Daedalus Lab YouTube channel to see an explainer video about this new testing protocol: \u003Ca href=\u0022https:\/\/www.youtube.com\/watch?v=zmRhiRIiAkQ\u0022\u003Ehttps:\/\/youtube.com\/watch?v=zmRhiRIiAkQ\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003ERead the paper here: \u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/sciadv.aeh0456\u0022\u003Ehttps:\/\/www.science.org\/doi\/10.1126\/sciadv.aeh0456\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003EThis research was supported by the National Science Foundation CAREER Award No. 2338508.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EChoosing the right materials for manufacturing products involves balancing durability, cost, manufacturability, and environmental impact. Yet those decisions are not always guided by a clear understanding of how materials age and fail under real-world conditions, especially for recycled materials like plastics.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"At Georgia Tech\u2019s Daedalus Lab, Christos Athanasiou and postdoctoral researcher Danqi Sun are working to provide greater certainty to designers and engineers by rethinking how materials are tested for their fracture characteristics. "}],"uid":"27338","created_gmt":"2026-07-22 20:31:53","changed_gmt":"2026-08-05 18:02:44","author":"Brent Verrill","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-24T00:00:00-04:00","iso_date":"2026-07-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680664":{"id":"680664","type":"image","title":"Athanasiou_rPET_Fracture_Testing_Screencap.jpg","body":null,"created":"1784836559","gmt_created":"2026-07-23 19:55:59","changed":"1784836559","gmt_changed":"2026-07-23 19:55:59","alt":"Side-by-side scientific visualization comparing in-situ photoelasticity and modeled stress field evolution during fracture testing of a transparent material. The left panel shows a rectangular specimen with rainbow-colored stress patterns radiating from a crack tip near the center-right edge, while the right panel shows a corresponding color-coded stress map with blue, green, yellow, and red regions indicating increasing stress concentration around the crack tip. Labels at the top identify the two methods.","file":{"fid":"264955","name":"Athanasiou_rPET_Fracture_Testing_Screencap.jpg","image_path":"\/sites\/default\/files\/2026\/07\/23\/Athanasiou_rPET_Fracture_Testing_Screencap.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/23\/Athanasiou_rPET_Fracture_Testing_Screencap.jpg","mime":"image\/jpeg","size":75075,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/23\/Athanasiou_rPET_Fracture_Testing_Screencap.jpg?itok=35tzJwYR"}}},"media_ids":["680664"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"},{"id":"660398","name":"Sustainability Hub"}],"categories":[{"id":"136","name":"Aerospace"},{"id":"194606","name":"Artificial Intelligence"},{"id":"144","name":"Energy"},{"id":"145","name":"Engineering"},{"id":"154","name":"Environment"},{"id":"179356","name":"Industrial Design"},{"id":"194685","name":"Manufacturing"},{"id":"135","name":"Research"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"192170","name":"Christos Athanasiou"},{"id":"178818","name":"circular economy"},{"id":"188360","name":"go-bbiss"},{"id":"194823","name":"plastic recycling"}],"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\u003E\u003Ca href=\u0022mailto:brent.verrill@research.gatech.edu\u0022\u003EBrent Verrill\u003C\/a\u003E, Research Communication Manager, BBISS\u003C\/p\u003E","format":"limited_html"}],"email":["brent.verrill@research.gatech.edu"],"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":""}},"690903":{"#nid":"690903","#data":{"type":"news","title":"Mining New Possibilities for Critical Minerals: Mapping a Stronger U.S. Supply Chain","body":[{"value":"\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003EA new Department of Energy award will help Georgia Tech lead a regional effort to identify, recover, and reuse materials essential to energy, manufacturing, and national security.\u003C\/strong\u003E\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003ECritical minerals power the technologies that define modern life, from batteries and semiconductors to advanced manufacturing systems and defense applications. They are also essential to the nation\u2019s energy future, manufacturing competitiveness, and national security.\u003C\/p\u003E\u003Cp\u003EThrough a\u0026nbsp;\u003Ca href=\u0022https:\/\/www.energy.gov\/cmei\/articles\/does-office-critical-minerals-and-energy-innovation-launches-regional-consortia\u0022\u003Emajor investment\u003C\/a\u003E from the U.S. Department of Energy (DOE), Georgia Tech is helping accelerate the development of domestic critical minerals from unconventional and secondary resources. The $7.5 million award positions the Institute to advance supply chain solutions that span resource discovery, processing, recycling, and circular materials management.\u003C\/p\u003E\u003Cp\u003ESelected by DOE\u2019s Office of Critical Minerals and Energy Innovation, Georgia Tech will lead the Critical Minerals in the Atlantic Seaboard Plain (CM-MAP) project. The regional effort builds on DOE\u2019s Carbon Ore, Rare Earth, and Critical Minerals (CORE-CM) initiative and will examine potential resources across the Atlantic coastal plain.\u003C\/p\u003E\u003Cp\u003EThe CM-MAP project will focus on sedimentary deposits, including kaolin, bauxite, heavy mineral sands, and phosphates, as well as legacy mining residues, coal combustion byproducts, and other unconventional and secondary resources that could support future recycling and circular economy opportunities.\u003C\/p\u003E\u003Cp\u003EDrawing on existing infrastructure, regional assets, industry bases, and scientific expertise, CM-MAP will establish a regional innovation ecosystem that supports domestic critical mineral production, recycling, and advanced manufacturing, while fostering new economic opportunities throughout the Southeast.\u003C\/p\u003E\u003Cp\u003E\u201cThis is a powerful example of how Georgia Tech brings together leading research capabilities and partnerships from industry, government, nonprofits, and national labs to address complex national challenges,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/leadership\u0022\u003ETim Lieuwen\u003C\/a\u003E, executive vice president for Research. \u201cBy identifying and domestically sourcing critical minerals, we are helping secure essential supply chains, while enabling the next generation of energy and materials technologies.\u201d\u003C\/p\u003E\u003Cp\u003EThe DOE award builds on a growing network of research, industry, regional, and international partnerships led by Georgia Tech to translate scientific discovery into real-world supply chain solutions, including:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022ea149f3a1369a08e50ecd550f254e4fc6\u0022\u003EResearch leadership \u2014 Founded in 2024, Georgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/minerals.research.gatech.edu\/\u0022\u003ECenter for Critical Mineral Solutions\u003C\/a\u003E serves as a hub for interdisciplinary research and technology development across the Institute.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e3525757baf2e98febb34b5a40cf084bc\u0022\u003ERegional partnerships \u2014Through the\u0026nbsp;\u003Ca href=\u0022https:\/\/gems.research.gatech.edu\/\u0022\u003EGeorgia Partnership for Essential Materials\u003C\/a\u003E, a flagship regional collaboration platform, Georgia Tech, the University of Georgia, Georgia State University, and the Georgia Mining Association convene stakeholders from across the critical minerals sector. The partnership brings together industry, nonprofit organizations, regional economic development agencies, national labs, universities, and technical colleges to connect, collaborate, and stay engaged in the latest developments.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ebccf1688cc8ca7d30f05f3e54fb5b005\u0022\u003EInternational engagement \u2014 A\u0026nbsp;\u003Ca href=\u0022https:\/\/news.research.gatech.edu\/2026\/04\/13\/georgia-universities-and-uk-partners-strengthen-collaboration-critical-minerals-gems-4\u0022\u003EU.K.-U.S. working group\u003C\/a\u003E extends partnerships across the Southeastern United States and Southwest United Kingdom, connecting researchers, industry leaders, and government agencies working to strengthen global supply chains.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e1647f02ab83f892d6c95813afcbe8a2e\u0022\u003EGeorgia Critical Mineral Supply Chain Manufacturing Demonstration Center \u2014 Supported through\u0026nbsp;\u003Ca href=\u0022https:\/\/buddycarter.house.gov\/news\/documentsingle.aspx?DocumentID=16085\u0022\u003Econgressional funding\u003C\/a\u003E, the center is developing capabilities and regional supply chain demonstrations that connect resource development, materials processing, recycling, and advanced manufacturing.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EAs part of CM-MAP, researchers will analyze materials collected from natural deposits and industrial sites throughout the Southeast to identify their critical mineral content. The resulting large datasets will be combined with artificial intelligence and machine learning approaches to better understand and predict where resources exist, optimize extraction pathways, and inform future recovery and recycling strategies.\u003C\/p\u003E\u003Cp\u003E\u201cThis project brings together a highly collaborative team from Georgia Tech, national labs, industry partners, and research institutions across the region,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/yuanzhi-tang\u0022\u003EYuanzhi Tang\u003C\/a\u003E, the principal investigator and Georgia Power Professor in the School of Earth and Atmospheric Sciences, with a courtesy appointment in the School of Civil and Environmental Engineering.\u003C\/p\u003E\u003Cp\u003ETang is also the founding director of the Center for Critical Mineral Solutions and executive director of the\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThrough this award, we are working to build secure and resilient critical materials supply chains, from resource discovery and characterization to processing, recovery, recycling, and advanced manufacturing, while also developing the skilled workforce needed to support these emerging industries,\u201d Tang said. \u201cOur vision is to create a regional innovation ecosystem that embraces both unconventional resources and circular economy approaches to maximize the value of materials already in use.\u201d\u003C\/p\u003E\u003Cp\u003ELearn more about critical materials research and workforce development efforts at Georgia Tech by visiting the\u0026nbsp;\u003Ca href=\u0022https:\/\/minerals.research.gatech.edu\/\u0022\u003ECenter for Critical Mineral Solutions\u003C\/a\u003E webpage.\u0026nbsp; \u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ESelected by DOE\u2019s Office of Critical Minerals and Energy Innovation, Georgia Tech will lead the Critical Minerals in the Atlantic Seaboard Plain (CM-MAP) project. The regional effort builds on DOE\u2019s Carbon Ore, Rare Earth, and Critical Minerals (CORE-CM) initiative and will examine potential resources across the Atlantic coastal plain.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A new Department of Energy award will help Georgia Tech lead a regional effort to identify, recover, and reuse materials essential to energy, manufacturing, and national security."}],"uid":"36413","created_gmt":"2026-06-24 17:37:05","changed_gmt":"2026-08-04 16:17:04","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-24T00:00:00-04:00","iso_date":"2026-06-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680536":{"id":"680536","type":"image","title":"Picture-for-announcement-Final.png","body":"\u003Cp\u003EUnited States map showing the eight regions of the CORE-CM Initiative. Courtesy: \u003Ca href=\u0022https:\/\/netl-exchange.energy.gov\/FileContent.aspx?FileID=fe48ff94-6a59-4df7-b490-54b66c8a22ad\u0022\u003E\u003Cstrong\u003EDepartment of Energy Core-CM Initiative\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","created":"1782837023","gmt_created":"2026-06-30 16:30:23","changed":"1782837023","gmt_changed":"2026-06-30 16:30:23","alt":"United States map showing the eight regions of the CORE-CM Initiative. Courtesy: Department of Energy Core-CM Initiative","file":{"fid":"264810","name":"Picture-for-announcement-Final.png","image_path":"\/sites\/default\/files\/2026\/06\/30\/Picture-for-announcement-Final.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/30\/Picture-for-announcement-Final.png","mime":"image\/png","size":709702,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/30\/Picture-for-announcement-Final.png?itok=7Qcc14JW"}}},"media_ids":["680536"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"}],"categories":[{"id":"131","name":"Economic Development and Policy"},{"id":"144","name":"Energy"},{"id":"154","name":"Environment"},{"id":"135","name":"Research"},{"id":"194611","name":"State Impact"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"186858","name":"go-sei"},{"id":"194701","name":"go-resarchnews"}],"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\u003EMedia Contact: \u003Ca href=\u0022mailto:shelley.wunder-smith@research.gatech.edu\u0022\u003EShelley Wunder-Smith\u003C\/a\u003E, Research Communications\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"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":""}},"690900":{"#nid":"690900","#data":{"type":"news","title":"Xiaoming Huo Recognized with Outstanding Mid-Career\/Senior Faculty Achievement in Research Award","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/xiaoming-huo\u0022\u003EXiaoming Huo\u003C\/a\u003E has received the \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering\u2019s (ISyE)\u003C\/a\u003E Outstanding Mid-Career\/Senior Faculty Achievement in Research Award. The honor annually recognizes a faculty member for their research impact and is based on publication quality and quantity, citations, awards, and the translation of methods into practice.\u003C\/p\u003E\u003Cp\u003EAs ISyE\u2019s A. Russell Chandler III Professor, Huo\u2019s theoretical research focuses on explaining why modern deep-learning methods preform so well. He also uses statistics, machine learning, and data science to better to better understand the reliability and fairness of learning systems.\u003C\/p\u003E\u003Cp\u003EHuo has authored more than 15 refereed journal articles since 2023 and currently has 10 papers under review. His career includes 71 journal articles, 41 conference papers, 10 book chapters, and an edited volume.\u003C\/p\u003E\u003Cp\u003E\u201cWhat I find most rewarding is that rigorous theory and useful tools are not in tension \u2013 the mathematical questions that fascinate me most often turn out to be the ones that help others make sense of their data,\u201d Huo said. \u201cI\u2019m deeply honored to receive this award and especially grateful to my students and collaborators, who have been at the heart of this work from the very beginning.\u201d\u003C\/p\u003E\u003Cp\u003EHuo\u2019s first algorithm for distance covariance remains a standard tool for testing statistical dependence and is reproduced in widely used statistical software. He co-directs the \u003Ca href=\u0022https:\/\/georgiactsa.org\/\u0022\u003EGeorgia Clinical and Translational Science Alliance\u003C\/a\u003E\u0027s \u003Ca href=\u0022https:\/\/georgiactsa.org\/research\/berd\/index.html\u0022\u003EBiostatistics, Epidemiology and Research Design\u003C\/a\u003E program, which is supported by the \u003Ca href=\u0022https:\/\/www.nih.gov\/\u0022\u003ENational Institutes of Health\u003C\/a\u003E. He also serves as a co-principal investigator on the $20 million \u003Ca href=\u0022https:\/\/aiinstitutes.org\/institute-action\/\u0022\u003ENSF AI Institute for Agent-based Cyber Threat Intelligence and Operation\u003C\/a\u003E.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHuo said he is proud of the researchers he has trained. In the most recent recruiting cycle, his doctoral graduates earned tenure-track faculty offers from Georgetown University and the University of Florida. Earlier advisees hold faculty positions at the City University of Hong Kong, Korea Advanced Institute of Science and Technology, and Seoul National University of Science and Technology, while other former students are researchers at companies that include Apple, Citadel, and JP Morgan.\u003C\/p\u003E\u003Cp\u003EHis recently published work includes \u003Ca href=\u0022https:\/\/www.jmlr.org\/papers\/v25\/23-0957.html\u0022\u003Etwo\u003C\/a\u003E 2024 papers in the \u003Ca href=\u0022https:\/\/www.jmlr.org\/papers\/v25\/23-0379.html\u0022\u003EJournal of Machine Learning Research \u003C\/a\u003E(\u003Ca href=\u0022https:\/\/www.jmlr.org\/\u0022\u003EJMLR\u003C\/a\u003E). He and his students established learning guarantees for deep neutral networks, including minimax-optimal convergence rates of neural-network classifiers was accepted in 2026 by \u003Ca href=\u0022https:\/\/ieeexplore.ieee.org\/stamp\/stamp.jsp?arnumber=11352993\u0022\u003EIEEE Transactions on Information Theory\u003C\/a\u003E, and his work on the universal consistency of wide and deep networks appeared at the International Conference on Machine Learning. \u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHuo\u2019s work on the fairness of learning systems is reflected in a \u003Ca href=\u0022https:\/\/datasetcatalog.nlm.nih.gov\/dataset?q=0002031630\u0022\u003E2025 Journal of the American Statistical Association paper\u003C\/a\u003E that characterizes the asymptotic behavior of the adversarial-training estimator, complementing his JMLR work on distributionally robust estimation. At the \u003Ca href=\u0022https:\/\/neurips.cc\/Conferences\/2025\u0022\u003EConference on National Information Processing Systems (NeurIPS) 2025\u003C\/a\u003E, Huo and collaborators introduced a kernel-based quantification of the accuracy fairness trade-off in representation learning, along with a new diffusion method for imbalanced text-to-image generation, while a 2026 International Conference on Learning Representations paper advanced policy optimization for large-language-model reasoning.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe honor annually recognizes a faculty member for their research impact and is based on publication quality and quantity, citations, awards, and the translation of methods into practice.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The honor annually recognizes a faculty member for their research impact and is based on publication quality and quantity, citations, awards, and the translation of methods into practice."}],"uid":"36760","created_gmt":"2026-06-24 16:05:20","changed_gmt":"2026-07-30 00:33:28","author":"jsmith830","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-24T00:00:00-04:00","iso_date":"2026-06-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680505":{"id":"680505","type":"image","title":"Xiaoming Huo, A. Russell Chandler III Professor ","body":"\u003Cp\u003EXiaoming Huo, A. Russell Chandler III Professor\u0026nbsp;\u003C\/p\u003E","created":"1782317685","gmt_created":"2026-06-24 16:14:45","changed":"1782317685","gmt_changed":"2026-06-24 16:14:45","alt":"Xiaoming Huo, A. Russell Chandler III Professor ","file":{"fid":"264778","name":"Professor-Huo-Square.jpg","image_path":"\/sites\/default\/files\/2026\/06\/24\/Professor-Huo-Square.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/24\/Professor-Huo-Square.jpg","mime":"image\/jpeg","size":166602,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/24\/Professor-Huo-Square.jpg?itok=86UQcDa3"}}},"media_ids":["680505"],"groups":[{"id":"1250","name":"Center for Health and Humanitarian Systems (CHHS)"},{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"},{"id":"1243","name":"The Supply Chain and Logistics Institute (SCL)"}],"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":[],"email":[],"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":""}},"691264":{"#nid":"691264","#data":{"type":"news","title":"Jain Awarded Whitehall Foundation Grant","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/saumya-jain\u0022\u003E\u003Cstrong\u003ESaumya Jain\u003C\/strong\u003E\u003C\/a\u003E, assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E, has received a $300,000 grant from the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.whitehall.org\/#introduction\u0022\u003EWhitehall Foundation\u003C\/a\u003E to support research examining how genes influence the brain\u2019s wiring and how these neural connections shape behavior.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EAs the brain develops, billions of neurons form precise networks that enable perception, movement, and cognition. Disruptions in this process can contribute to neurodevelopmental conditions such as autism and schizophrenia. To better understand how such disorders arise, Jain\u2019s lab will use molecular and genetic tools to trace the pathway from gene expression to neural connectivity to behavior.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cI am honored and excited to receive support from the Whitehall Foundation,\u201d Jain says. \u201cIt will help us pursue research questions at a stage when our findings can still shape our lab\u2019s long-term direction.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EJain joined Georgia Tech in 2024. He earned a Ph.D. in molecular and cellular biology from the University of Arizona and completed postdoctoral work at the University of California, Los Angeles.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAssistant Professor Saumya Jain received a grant to support research on how genes shape neural connectivity and behavior.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Assistant Professor Saumya Jain received a grant to support research on how genes shape neural connectivity and behavior."}],"uid":"36583","created_gmt":"2026-07-27 18:44:24","changed_gmt":"2026-07-28 19:09:21","author":"lvidal7","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":{"680155":{"id":"680155","type":"image","title":"Saumya Jain","body":null,"created":"1777915309","gmt_created":"2026-05-04 17:21:49","changed":"1777915309","gmt_changed":"2026-05-04 17:21:49","alt":"Saumya Jain stands in front of plants","file":{"fid":"264397","name":"Saumya-Jain.jpg","image_path":"\/sites\/default\/files\/2026\/05\/04\/Saumya-Jain.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/04\/Saumya-Jain.jpg","mime":"image\/jpeg","size":577179,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/04\/Saumya-Jain.jpg?itok=3UIiedV8"}}},"media_ids":["680155"],"related_links":[{"url":"https:\/\/sciences.gatech.edu\/news\/biology-faculty-named-searle-scholar","title":"Saumya Jain Named Searle Scholar "},{"url":"https:\/\/www.thejainlab.com\/","title":"The Jain Lab "}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"4896","name":"College of Sciences"},{"id":"166882","name":"School of Biological Sciences"},{"id":"192253","name":"cos-neuro"},{"id":"172970","name":"go-neuro"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EWriter: Lindsay C. Vidal\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691241":{"#nid":"691241","#data":{"type":"news","title":"Researchers Advance Nanoscale 3D Printing With Faster, Higher Fidelity Method ","body":[{"value":"\u003Cp\u003EResearchers at the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E have developed a new approach to nanoscale 3D printing that improves both speed and fidelity, overcoming a challenge that has limited the technology\u0027s broader use in manufacturing.\u003C\/p\u003E\u003Cp\u003ETheir work, led by \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/saha\u0022\u003E\u003Cstrong\u003ESourabh Saha\u003C\/strong\u003E\u003C\/a\u003E, associate professor and Woodruff Faculty Fellow, and Harnjoo Kim, who conducted the research during his doctoral studies and later as a postdoctoral fellow in Saha\u0027s lab, was recently published in the journal \u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41467-026-73782-x\u0022\u003E\u003Cem\u003E\u003Cstrong\u003ENature Communications\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003ENanoscale 3D printing allows researchers to create structures thousands of times smaller than the width of a human hair. These structures have potential applications in fields ranging from advanced computing and optics to biomedical devices and clean energy technologies. However, increasing printing speed often comes at the expense of quality.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/researchers-advance-nanoscale-3d-printing-faster-higher-fidelity-method\u0022\u003ERead the full story on the George W. Woodruff School of Mechanical Engineering website\u0026nbsp;\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EResearchers at the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E have developed a new approach to nanoscale 3D printing that improves both speed and fidelity, overcoming a challenge that has limited the technology\u0027s broader use in manufacturing.\u003C\/p\u003E\u003Cp\u003ETheir work, led by \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/saha\u0022\u003E\u003Cstrong\u003ESourabh Saha\u003C\/strong\u003E\u003C\/a\u003E, associate professor and Woodruff Faculty Fellow, and Harnjoo Kim, who conducted the research during his doctoral studies and later as a postdoctoral fellow in Saha\u0027s lab, was recently published in the journal \u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41467-026-73782-x\u0022\u003E\u003Cem\u003E\u003Cstrong\u003ENature Communications\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003ENanoscale 3D printing allows researchers to create structures thousands of times smaller than the width of a human hair. These structures have potential applications in fields ranging from advanced computing and optics to biomedical devices and clean energy technologies. However, increasing printing speed often comes at the expense of quality.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A Georgia Tech research team has developed a nanoscale 3D printing technique that overcomes the traditional tradeoff between speed and accuracy, enabling faster fabrication with higher fidelity."}],"uid":"36881","created_gmt":"2026-07-24 17:46:32","changed_gmt":"2026-07-24 17:56:59","author":"ttroha3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-24T00:00:00-04:00","iso_date":"2026-07-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680671":{"id":"680671","type":"image","title":"fig1.jpg","body":null,"created":"1784915737","gmt_created":"2026-07-24 17:55:37","changed":"1784915737","gmt_changed":"2026-07-24 17:55:37","alt":"Diagram illustrating a nanoscale 3D printing process using a femtosecond near-infrared laser, mirrors, lenses, and a digital micromirror device to project patterned light into a photoresist on a glass slide.","file":{"fid":"264962","name":"fig1.jpg","image_path":"\/sites\/default\/files\/2026\/07\/24\/fig1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/24\/fig1.jpg","mime":"image\/jpeg","size":326251,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/24\/fig1.jpg?itok=K0nzR-sv"}},"680670":{"id":"680670","type":"image","title":"fig5_no_letters.jpg","body":"\u003Cp\u003EComparison of nanoscale 3D-printed structures produced without grayscale patterning (top row) and with grayscale projection two-photon lithography (GP-TPL) (bottom row). The top row shows scanning electron microscope images with defects such as bulging struts, uneven surfaces, collapsed internal features, and distorted curved structures, highlighted by red arrows. The bottom row shows the same structures fabricated with GP-TPL, exhibiting smoother surfaces, more uniform lattice geometry, well-defined curved features, and significantly thinner, higher-fidelity bridges as narrow as 53 nanometers. Insets provide magnified views of the improved lattice quality. Scale bars range from 50 micrometers to 53 nanometers.\u003C\/p\u003E","created":"1784915214","gmt_created":"2026-07-24 17:46:54","changed":"1784915214","gmt_changed":"2026-07-24 17:46:54","alt":"Diagram illustrating a nanoscale 3D printing process using a femtosecond near-infrared laser, mirrors, lenses, and a digital micromirror device (DMD) to project patterned light into a photoresist on a glass slide.","file":{"fid":"264961","name":"fig5_no_letters.jpg","image_path":"\/sites\/default\/files\/2026\/07\/24\/fig5_no_letters.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/24\/fig5_no_letters.jpg","mime":"image\/jpeg","size":455545,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/24\/fig5_no_letters.jpg?itok=Q7k0R419"}}},"media_ids":["680671","680670"],"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\u003EGeorge W. Woodruff School of Mechanical Engineering\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":["ttroha3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691156":{"#nid":"691156","#data":{"type":"news","title":"Alumna Ann Dunkin to Chair Inaugural Emerging Technologies Virtual Forum  ","body":[{"value":"\u003Cp\u003EAnn Dunkin, P.E. (BSIE 1986, MSIE 1988), will serve as event chair for the Institute of Industrial and Systems Engineers\u2019 (IISE) inaugural Emerging Technologies Forum on Aug. 26.\u003C\/p\u003E\u003Cp\u003EDunkin is an IISE Fellow, the highest classification of IISE membership that recognizes outstanding leaders of the profession who have made significant, nationally recognized contributions to industrial and systems engineering. She has served as chief information officer at the U.S. Department of Energy and the U.S. Environmental Protection Agency, as well as chief strategy and innovation officer at Dell Technologies. She has also held numerous leadership positions at Hewlett Packard, largely in the areas of manufacturing, research and development and IT. She currently serves as a distinguished external fellow with \u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EGeorgia Tech\u2019s Strategic Energy Institute\u003C\/a\u003E. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDunkin holds appointments as a distinguished professor of the practice in \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003EGeorgia Tech\u2019s School of Cybersecurity and Privacy\u003C\/a\u003E and in the \u003Ca href=\u0022https:\/\/spp.gatech.edu\/\u0022\u003EJimmy and Rosalynn Carter School of Public Policy\u003C\/a\u003E. She is also a distinguished external fellow at the \u003Ca href=\u0022https:\/\/gtri.gatech.edu\/\u0022\u003EGeorgia Tech Research Institute (GTRI)\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cThe Emerging Technologies forum is a great opportunity for practicing ISEs to get exposure to a range of emerging technologies in a short period of time and identify those that they want to experiment with and implement in their organizations,\u201d Dunkin said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe Aug. 26 event, which will be held virtually from 1-5 p.m. EDT, will explore technologies shaping the future of industrial and systems engineering, including artificial intelligence, digital twins, and robotics and autonomy.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs event chair, Dunkin will be joined by experts from the healthcare, aerospace, logistics, manufacturing and technology industries, including representatives from Royal Caribbean, The Boeing Company, UPS and other organizations.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe complimentary event is open to engineers and improvement professionals of all backgrounds. Registration is available through the IISE Emerging Technologies Forum \u003Ca href=\u0022https:\/\/events.teams.microsoft.com\/event\/da4e0df1-dcfe-4f8a-afd7-e7f2187d5b54@1bf21f59-ba3f-4757-8a65-44b4acb89f42\u0022\u003Ewebsite\u003C\/a\u003E.\u0026nbsp;\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EISyE alumna Ann Dunkin, P.E. (BSIE 1986, MSIE 1988), will lead discussions on emerging technologies as chair of IISE\u0027s inaugural forum.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"ISyE alumna Ann Dunkin, P.E. (BSIE 1986, MSIE 1988), will lead discussions on emerging technologies as chair of IISE\u0027s inaugural forum."}],"uid":"35874","created_gmt":"2026-07-20 13:06:12","changed_gmt":"2026-07-23 21:28:44","author":"Anna Akins","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-20T00:00:00-04:00","iso_date":"2026-07-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680654":{"id":"680654","type":"image","title":"Ann Dunkin, P.E. (BSIE 86, MSIE 88)","body":null,"created":"1784828578","gmt_created":"2026-07-23 17:42:58","changed":"1784828578","gmt_changed":"2026-07-23 17:42:58","alt":"Ann Dunkin, P.E. (BSIE 86, MSIE 88)","file":{"fid":"264945","name":"AnnDunkin.jpg","image_path":"\/sites\/default\/files\/2026\/07\/23\/AnnDunkin.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/23\/AnnDunkin.jpg","mime":"image\/jpeg","size":1608010,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/23\/AnnDunkin.jpg?itok=Ac3E1P50"}}},"media_ids":["680654"],"groups":[{"id":"1237","name":"College of Engineering"},{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[{"id":"130","name":"Alumni"},{"id":"194606","name":"Artificial Intelligence"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"},{"id":"152","name":"Robotics"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"145171","name":"Cybersecurity"},{"id":"39521","name":"Robotics"},{"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;\u003Cbr\u003ECommunications Manager I\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691153":{"#nid":"691153","#data":{"type":"news","title":"A Daughter\u2019s Determination: How Hope Drove Discovery","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EMeghna Iyer\u003C\/strong\u003E (Biology 2026) came to Georgia Tech determined to understand the disease that was slowly taking her mother\u0027s life. Working with researchers in the \u003Ca href=\u0022https:\/\/sites.gatech.edu\/cassie-mitchell-lab\/\u0022\u003EGeorgia Tech Laboratory for Pathology Dynamics\u003C\/a\u003E, she helped use AI to analyze 36 million biomedical research papers, uncovering biological connections among ALS, Alzheimer\u0027s disease, and frontotemporal dementia. After losing her mother, Meghna returned to the lab with an even stronger resolve to continue the work, earning first-author publication on the study and helping create a tool that could accelerate future research for families facing these devastating diseases.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/news.research.gatech.edu\/feature\/neurodegenerative-diseases\u0022\u003ERead the full story. \u0026gt;\u0026gt;\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EMeghna Iyer (Biology 2026) came to Georgia Tech trying to understand her mother\u2019s illness. What she discovered is changing how scientists connect three neurodegenerative diseases.\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Meghna Iyer (Biology 2026) came to Georgia Tech trying to understand her mother\u2019s illness. What she discovered is changing how scientists connect three neurodegenerative diseases."}],"uid":"36583","created_gmt":"2026-07-17 14:49:22","changed_gmt":"2026-07-17 14:58:12","author":"lvidal7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-17T00:00:00-04:00","iso_date":"2026-07-17T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680604":{"id":"680604","type":"image","title":"als-thumb.jpg","body":"\u003Cp\u003EA Georgia Tech student, Meghna Iyer, transformed her search to understand her mother\u0027s ALS into AI-driven research that could reshape how scientists study neurodegenerative diseases.\u0026nbsp;\u003C\/p\u003E","created":"1784048017","gmt_created":"2026-07-14 16:53:37","changed":"1784048017","gmt_changed":"2026-07-14 16:53:37","alt":"Two smiling researchers wearing jackets sit on rocks at a sunny beach with shoreline homes and the ocean in the background.","file":{"fid":"264887","name":"als-thumb.jpg","image_path":"\/sites\/default\/files\/2026\/07\/14\/als-thumb.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/14\/als-thumb.jpg","mime":"image\/jpeg","size":2526212,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/14\/als-thumb.jpg?itok=glNqw-cB"}}},"media_ids":["680604"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"4896","name":"College of Sciences"},{"id":"166882","name":"School of Biological Sciences"},{"id":"192249","name":"cos-community"}],"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":""}},"690376":{"#nid":"690376","#data":{"type":"news","title":"Online Age Checks Create a Pointless Privacy Risk","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EWhen a bartender checks an ID, they quickly verify a customer\u2019s date of birth and identity before serving them.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ECompanies that employ online age verification claim their products function the same way on the web. That bartender analogy has, in part, justified laws passed in twenty-five US states \u2014 comprising more than 40% of Americans \u2014 mandating the use of digital age verification to gate access across social media and adult content online. Further regulation, targeting social media sites, is currently in process in a number of states.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EHowever, \u003Ca href=\u0022https:\/\/mikespecter.com\/assets\/pdf\/AgeVerification.pdf\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Enew research\u003C\/a\u003E from Georgia Institute of Technology (Georgia Tech) and the University of California, Irvine (UC Irvine) reveals that the reality of online age verification is far from ideal.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe study found that the vast majority of sites covered by these laws do not appear to enforce age verification at all. When sites \u003Cem\u003Edo \u003C\/em\u003Ecomply, they often route users through third party age verification services.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe researchers found that one such third party, Yoti, a London-based company used by Meta, OnlyFans, Sony PlayStation, and TikTok, provides services for an estimated 60% of websites deploying age verification services.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EDepending on the verification method, a verification attempt via Yoti may transmit a user\u2019s IP address and\/or OS and browser metadata sufficient to uniquely identify and track devices. Some of the IP, OS, and browser metadata may be sent to credit card companies and IP geolocation services, while ID information may be sent to a known \u003Ca href=\u0022https:\/\/oag.ca.gov\/data-broker\/registration\/186885\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003Edata broker\u003C\/a\u003E, or another verification service.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThere have been laws passed and court cases settled on the promise that these companies are incentivized to keep users\u2019 data private,\u201d said Assistant Professor \u003Ca href=\u0022https:\/\/mikespecter.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003EMichael A. Specter\u003C\/strong\u003E\u003C\/a\u003E at Georgia Tech\u2019s School of Cybersecurity and Privacy. \u201cWe found that reality is starkly different.\u201d\u0026nbsp; \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAside from privacy concerns, researchers note that differing state policies could lead to what they call the \u201cBalkanization of the U.S. web.\u201d In other words, users may have access to different parts of the internet depending on the state they are in\u2014potentially limiting the free exchange of ideas and information.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAccording to Assistant Professor \u003Ca href=\u0022https:\/\/sites.gatech.edu\/hoppenheimer\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003EHarry Oppenheimer\u003C\/strong\u003E\u003C\/a\u003E of the \u003Ca href=\u0022https:\/\/spp.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EJimmy and Rosalynn Carter School of Public Policy\u003C\/a\u003E, users are already accustomed to experiencing the internet differently across countries. However, this may signal the beginning of similar fragmentation within the United States.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe are going to start seeing comparable differences between U.S. states,\u201d said Oppenheimer. \u201cUsers in some states will now have to go through additional steps to access information. Close your laptop in New York before a flight to Dallas and try to load the same web page\u2014now you see two different results.\u201d\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe also observed age verification deployed on websites accessed from New York, which has no law requiring verification,\u201d said Associate Professor \u003Ca href=\u0022https:\/\/pearce.prof\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E\u003Cstrong\u003EPaul Pearce\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E \u003C\/strong\u003Eof UC Irvine\u2019s \u003Ca href=\u0022https:\/\/cs.ics.uci.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EDepartment of Computer Science\u003C\/a\u003E. \u201cWe don\u2019t know why these sites are deploying such verification\u2014it could be a move to limit liability or simplify operations. Regardless, it points to an emerging threat for the open Internet where restrictive laws from some states could impact the entire country and beyond.\u201d\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe study, \u003Cem\u003EPapers Please: A First Look at Age Verification on the Web,\u003C\/em\u003E was led by Georgia Tech Ph.D. student Shreyas Minocha, undergraduate Isaac Sheridan, and professors Oppenheimer, Pearce, and Specter. It is part of the proceedings of the 47th \u003Ca href=\u0022https:\/\/sp2026.ieee-security.org\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EIEEE Symposium on Security and Privacy\u003C\/a\u003E and was presented in San Francisco on May 20th, and featured in \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Farstechnica.com%2Ftech-policy%2F2026%2F03%2Fafter-discord-fiasco-age-check-tech-promises-privacy-by-running-locally-does-it-work%2F\u0026amp;data=05%7C02%7Cjohn.popham%40cc.gatech.edu%7C9618dbf4c61140338f5508deb7673edd%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639149851249813372%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=WDS9aMmP8UCwjQdFIuZh73PMNG%2Be4Ks949IjaeUZv%2FI%3D\u0026amp;reserved=0\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EArs Technica\u003C\/a\u003E.\u0026nbsp; \u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cem\u003ECORRECTION: A previous version of this article, posted in error, included statements that were not part of the researchers\u2019 findings or intent. This version has been updated for clarity, and to reflect the research as published in IEEE S\u0026amp;P.\u003C\/em\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ENew cybersecurity research indicates that one of the world\u2019s leading age verification providers collects and shares highly sensitive personal data with third parties.\u003C\/p\u003E\u003Cp\u003EThe research also reveals that most websites that require age verification don\u2019t enforce the policy.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"New cybersecurity research indicates that one of the world\u2019s leading age verification providers collects and shares highly sensitive personal data with third parties and in some cases don\u0027t even enforce the policy.."}],"uid":"36253","created_gmt":"2026-05-19 15:01:23","changed_gmt":"2026-07-16 18:35:39","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-19T00:00:00-04:00","iso_date":"2026-05-19T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680309":{"id":"680309","type":"image","title":"Digital-ID.jpg","body":null,"created":"1779203176","gmt_created":"2026-05-19 15:06:16","changed":"1779203176","gmt_changed":"2026-05-19 15:06:16","alt":"A hand holds up a digital identification card. The card has the silhouette of a man wearing a suit and tie. ","file":{"fid":"264556","name":"Digital-ID.jpg","image_path":"\/sites\/default\/files\/2026\/05\/19\/Digital-ID.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/19\/Digital-ID.jpg","mime":"image\/jpeg","size":1508599,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/19\/Digital-ID.jpg?itok=M-WXTSUO"}}},"media_ids":["680309"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"}],"keywords":[{"id":"365","name":"Research"},{"id":"187915","name":"go-researchnews"},{"id":"182941","name":"cc-research; ic-cybersecurity; ic-hcc"},{"id":"1404","name":"Cybersecurity"}],"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":""}},"690809":{"#nid":"690809","#data":{"type":"news","title":"Research Gets to the Core of AI Drone Crashes","body":[{"value":"\u003Cp\u003EA drone powered by artificial intelligence crashes in a remote field, destroying its onboard computer and leaving investigators without the data needed to determine whether a cyberattack caused the failure.\u003C\/p\u003E\u003Cp\u003EResearchers at Georgia Tech say they have developed a system to help answer that question.\u003C\/p\u003E\u003Cp\u003EKnown as FIRA, the tool analyzes drone crashes to determine whether they were caused by tampered machine-learning (ML) models. The team will present its findings at the \u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\u0022\u003E35th USENIX Security Symposium\u003C\/a\u003E in August.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe research addresses a growing safety challenge as drones are increasingly used for deliveries, infrastructure inspections, and agriculture.\u003C\/p\u003E\u003Cp\u003EAs drones rely more on machine learning to navigate and make decisions, they also become vulnerable to model poisoning attacks. In these attacks, adversaries manipulate an AI system during its learning phase, embedding hidden triggers that can cause failures under specific conditions.\u003C\/p\u003E\u003Cp\u003E\u201cMachine learning drones are making more decisions in flight, which makes ML a safety-critical component of these systems,\u201d said\u0026nbsp;\u003Cstrong\u003EYizhi Huang\u003C\/strong\u003E, Ph.D. student and lead researcher on the project.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWhen something goes wrong, investigators need a way to ask whether the model was responsible, but the model is the part of the system that no one can examine after a crash.\u0026nbsp;FIRA\u0026nbsp;gives investigators a way to investigate these cases by reconstructing what the model was doing during the crash. As more drones run with ML, this kind of forensic capability can help drones be used more effectively and safely.\u201d\u003C\/p\u003E\u003Cp\u003EWhen a drone crashes, investigators must determine whether the cause was malicious interference, weather, or mechanical failure. Without reliable forensic tools, accountability is difficult to establish, and safety standards are harder to enforce.\u003C\/p\u003E\u003Cp\u003EFIRA identifies how drone components interact with machine learning models and monitors those interactions in real time, even with limited bandwidth.\u003C\/p\u003E\u003Cp\u003EThe system functions like a flight recorder, capturing key system activity and reconstructing a timeline after a crash. It then analyzes the model\u2019s behavior to determine whether a malicious trigger was introduced via poisoned ML training data.\u003C\/p\u003E\u003Cp\u003EIn tests across multiple drone platforms and crash scenarios, FIRA identified failure causes and distinguished cyberattacks from environmental or mechanical issues.\u003C\/p\u003E\u003Cp\u003EThe system does not require access to a drone\u2019s source code, making it practical for real-world investigations.\u003C\/p\u003E\u003Cp\u003E\u201cAs commercial drone use expands, tools like FIRA could help improve accountability and trust in AI-powered systems operating in public airspace,\u201d said\u0026nbsp;Huang.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.usenix.org\/system\/files\/conference\/usenixsecurity26\/sec26_prepub_huang-yizhi.pdf\u0022\u003E\u003Cem\u003EFIRA: Enabling Automatic Forensic Investigation of Unmanned Aerial Vehicles\u003C\/em\u003E\u003C\/a\u003E was led by Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyber Forensics Innovation Lab\u003C\/a\u003E in cooperation with the \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Security Lab\u003C\/a\u003E. These labs reside in 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 Computing Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA drone powered by artificial intelligence crashes in a remote field, destroying its onboard computer and leaving investigators without the data needed to determine whether a cyberattack caused the failure.\u003C\/p\u003E\u003Cp\u003EResearchers at Georgia Tech say they have developed a system to help answer that question.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers at Georgia Tech say they have developed a system to determine whether a cyberattack caused drone crashes."}],"uid":"36253","created_gmt":"2026-06-18 17:56:23","changed_gmt":"2026-07-16 18:35:19","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-18T00:00:00-04:00","iso_date":"2026-06-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"660599":{"id":"660599","type":"image","title":"CyFI Lab Sign","body":null,"created":"1661532564","gmt_created":"2022-08-26 16:49:24","changed":"1661532564","gmt_changed":"2022-08-26 16:49:24","alt":"Sign reading Cyber Forensics Innovation Laboratory The CyFI Lab","file":{"fid":"250302","name":"SCP August 2022-66.png","image_path":"\/sites\/default\/files\/images\/SCP%20August%202022-66.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/SCP%20August%202022-66.png","mime":"image\/png","size":9087261,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/SCP%20August%202022-66.png?itok=7KS9Gbz_"}}},"media_ids":["660599"],"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"}],"keywords":[],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"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":""}},"691079":{"#nid":"691079","#data":{"type":"news","title":"Professor Receives Third Test of Time Honor in Three Years","body":[{"value":"\u003Cp\u003EProfessor \u003Ca href=\u0022https:\/\/moin.cc.gatech.edu\u0022\u003EMoinuddin Qureshi\u003C\/a\u003E received the ACM SIGARCH\/IEEE-CS TCCA Influential ISCA Paper Award at the \u003Ca href=\u0022https:\/\/iscaconf.org\/isca2026\/\u0022\u003EInternational Symposium on Computer Architecture\u003C\/a\u003E (ISCA 2026) on June 30.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPresented annually, the ISCA Influential Paper Award recognizes a standout paper from the ISCA Conference 18-22 years prior. Winning papers are those which have demonstrated \u201cthe most impact on the field (in terms of research, development, products or ideas) during the intervening years.\u201d\u003C\/p\u003E\u003Cp\u003EThe awarded paper, \u003Cem\u003EAdaptive Insertion Policies for High-Performance Caching\u003C\/em\u003E, has been highly influential in cache replacement research. As a Ph.D. student at the University of Texas at Austin, Qureshi co-authored the paper with his advisor Yale Patt and collaborators from Intel, including Aamer Jaleel, Simon Steely, and Joel Emer.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019ve been working on memory systems for 20 years and if I had to pick one favorite paper, it would be this one,\u201d Qureshi said. \u201cBoth because of the simplicity of the solution and for the impact it had.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWhen the paper was published at ISCA 2007, on-chip cache sizes were growing but still managed almost exclusively by the\u0026nbsp;Least Recently Used (LRU) replacement policy.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe paper showed that more than half of the lines in cache were discarded before they could be used under LRU policy and that this happened because the workloads being run were larger than the cache size. The team came up with a simple solution of modifying the \u201cInsertion Policy\u201d, such that the incoming lines were inserted at the LRU position instead of the MRU position, thus protecting the cache from thrashing patterns. The problem was that some workloads benefited from this policy while others were hurt by it.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EInstead of applying one policy across the whole cache, their solution dynamically tested two small segments against each other, each running a different policy. Whichever policy had fewer cache misses was applied to the entire cache. They named this technique Set Dueling.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EQureshi clearly remembers the moment he knew this paper would be important. He was up late working on the project when he ran the final simulation with the solution.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI was so excited that I just didn\u2019t sleep that night. I knew that the solution would get incorporated and it would change how people think about caching. I could not wait to share the results with my collaborators\u201d he said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESet Dueling has since become a common technique for choosing between two competing policies when neither wins on all workloads. With close to 1,000 citations, the paper has greatly influenced research on cache optimization.\u003C\/p\u003E\u003Cp\u003EThis recognition is Qureshi\u2019s third test-of-time honor. In 2024, he received one at the IEEE\/ACM International Symposium on Microarchitecture, for his work on Multi-core Cache Partitioning and in 2025, at the IEEE\/IFIP International Conference on Dependable Systems and Networks, for his work on DRAM Reliability.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EQureshi said that his goal in working in computer architecture is to have an industry impact.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s very gratifying to see that the ideas that we developed a decade or two decades ago are having an impact and being incorporated,\u201d Qureshi said. \u201cAs a researcher, these are the best awards you can have because it serves as a validation that the work you\u2019ve done is valuable to both industry and follow-up research.\u201d\u0026nbsp;\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EProfessor \u003Ca href=\u0022https:\/\/moin.cc.gatech.edu\u0022\u003EMoinuddin Qureshi\u003C\/a\u003E received the ACM SIGARCH\/IEEE-CS TCCA Influential ISCA Paper Award at the \u003Ca href=\u0022https:\/\/iscaconf.org\/isca2026\/\u0022\u003EInternational Symposium on Computer Architecture\u003C\/a\u003E (ISCA 2026) on June 30. The awarded paper, \u003Cem\u003EAdaptive Insertion Policies for High-Performance Caching\u003C\/em\u003E, has been highly influential in cache replacement research.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Professor Moinuddin Qureshi received the ACM SIGARCH\/IEEE-CS TCCA Influential ISCA Paper Award at the International Symposium on Computer Architecture (ISCA 2026) on June 30. "}],"uid":"36532","created_gmt":"2026-07-10 14:44:32","changed_gmt":"2026-07-16 18:33:44","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-10T00:00:00-04:00","iso_date":"2026-07-10T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680590":{"id":"680590","type":"image","title":"moin_isca.jpg","body":null,"created":"1783701216","gmt_created":"2026-07-10 16:33:36","changed":"1783701216","gmt_changed":"2026-07-10 16:33:36","alt":"moin","file":{"fid":"264869","name":"moin_isca.jpg","image_path":"\/sites\/default\/files\/2026\/07\/10\/moin_isca.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/10\/moin_isca.jpg","mime":"image\/jpeg","size":163890,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/10\/moin_isca.jpg?itok=hFw3xbfW"}}},"media_ids":["680590"],"groups":[{"id":"47223","name":"College of Computing"}],"categories":[{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"}],"keywords":[{"id":"182764","name":"microarchitecture"},{"id":"175184","name":"computer architecture"},{"id":"170453","name":"Test of Time Award"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:morgan.usry@cc.gatech.edu\u0022\u003EMorgan Usry\u003C\/a\u003E\u003Cbr\u003ECommunications Officer\u003Cbr\u003EGeorgia Tech College of Computing\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691056":{"#nid":"691056","#data":{"type":"news","title":"Georgia Tech Startup Develops Defense Technology to Counter Emerging Drone Threats ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EWhen Robbie van Zyl first started working with drones, it was not for defense. It started with curiosity.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAs a high school student, van Zyl spent summers in a Georgia Tech aerospace lab, where he was introduced to rotorcraft and autonomous systems. By the time he enrolled at Georgia Tech, that early exposure had grown into a deeper interest. He became a competitive drone racer, gaining hands-on experience with the technology.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBut even then, he recognized a growing risk.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cI was using this technology to have fun,\u201d said van Zyl, founder and CEO of Askari. \u201cBut I also recognized it could equally be used to do very malicious things.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThat realization became the foundation for Askari, a counter-drone defense company developing systems designed to detect, track, and stop hostile drones.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch5\u003E\u003Cstrong\u003EA Real-World Problem Comes Into Focus\u003C\/strong\u003E\u0026nbsp;\u003C\/h5\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EVan Zyl first pitched the idea for Askari as a first-year student through Georgia Tech\u2019s CREATE-X Startup Launch, an accelerator that empowers students to launch successful startups. \u0026nbsp;At the time, the concept of counter-drone defense was not widely seen as urgent. However, that perspective shifted as global conflicts began to demonstrate the impact of low-cost, unmanned systems.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe widespread use of drones in Ukraine revealed how inexpensive and accessible technologies could reshape modern warfare. Unmanned systems now account for a significant share of battlefield activity, exposing new vulnerabilities across defense and infrastructure.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThat was the first moment I could point to and say this is real,\u201d van Zyl said. \u201cThis is not theoretical anymore.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch5\u003E\u003Cstrong\u003EFrom Student Idea to Scalable Solution\u003C\/strong\u003E\u0026nbsp;\u003C\/h5\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAskari is building autonomous systems that can identify and neutralize drone threats in real time. The company\u2019s technology is designed to distinguish among objects such as drones, people, and the surrounding environment, allowing it to respond with precision.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe are building systems that can understand what they are looking at,\u201d van Zyl said. \u201cThey can tell the difference between a drone, a person, or a tree, and act accordingly.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EUnlike traditional defense systems that rely on expensive infrastructure, Askari is focused on developing solutions that are scalable and accessible to a wider range of users, including frontline operators and security teams. The goal is to provide a faster, more adaptable approach to this challenge.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe company has raised approximately $1.7 million in early funding and is already working with U.S. Department of Defense customers, with growing demand for counter-drone solutions. The team has expanded to 10 people and is scaling to meet that demand.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch5\u003E\u003Cstrong\u003EThe Role of CREATE-X and Georgia Tech\u003C\/strong\u003E\u0026nbsp;\u003C\/h5\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EGeorgia Tech\u2019s commercialization ecosystem played a critical role in Askari\u2019s development.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThrough CREATE-X, van Zyl was able to test and refine his idea while gaining exposure to the fundamentals of building a company. He also gained access to a community of founders, mentors, defense leaders, and builders who helped him navigate early-stage challenges. The experience provided an environment to pressure-test the concept and receive feedback, helping him better understand how it could function in real-world scenarios. At the time, the idea was still taking shape, but it helped clarify how it could evolve into a viable solution.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAfter gaining experience in the robotics and defense sectors, van Zyl reengaged with Georgia Tech, where the Institute\u2019s network of mentors, resources, and programs helped accelerate the company\u2019s growth.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cGeorgia Tech has been instrumental,\u201d van Zyl said. \u201cWe would not be where we are today without it.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EToday, Askari operates out of The Biltmore, home to CREATE-X and part of Georgia Tech\u2019s innovation ecosystem in Tech Square, placing the company back within the same environment where the idea first began.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAskari is a strong example of what we aim to do,\u201d said Rahul Saxena, CREATE-X director. \u201cStudents building companies that address real, emerging challenges. It reflects the kind of thinking we want to encourage early on, paired with the ability to continue developing an idea as the need becomes clearer. That progression is a critical part of how students move from concept to company.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch5\u003E\u003Cstrong\u003EReturning to Atlanta to Build\u003C\/strong\u003E\u0026nbsp;\u003C\/h5\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAfter graduating, van Zyl gained experience working in robotics and autonomous systems, including in Silicon Valley. He also spent time building the company outside of Atlanta before ultimately returning.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe decision to come back was both strategic and mission-driven.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EMany of Askari\u2019s customers, including Department of Defense organizations, are based in the Southeast. Being in Atlanta allows the company to remain close to those partners while continuing to build within Georgia Tech\u2019s ecosystem. The company\u2019s return also reflects its deep ties to Georgia Tech\u2019s talent pipeline. van Zyl\u2019s co-founders include his younger brother, Marc van Zyl, a Georgia Tech computer science student, and Benjamin Airdo, a close friend and mechanical engineering graduate. Eight of the company\u2019s 10 team members are connected to the Institute as current students, graduates, or researchers.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch5\u003E\u003Cstrong\u003EA Broader Vision for Security\u003C\/strong\u003E\u0026nbsp;\u003C\/h5\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhile Askari\u2019s current focus is counter-drone technology, van Zyl sees the startup\u2019s mission as part of a larger shift in how modern warfare is evolving.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor the first time, autonomous systems powered by artificial intelligence are moving beyond the digital world into physical environments. That transition introduces new risks that extend beyond traditional defense scenarios.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThis is not just a drone problem,\u201d van Zyl said. \u201cIt is the broader proliferation of robotics in real-world environments.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch5\u003E\u003Cstrong\u003EFrom Campus to Impact\u003C\/strong\u003E\u0026nbsp;\u003C\/h5\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EAskari\u2019s trajectory reflects how Georgia Tech\u2019s commercialization ecosystem supports founders as they move from early ideas to companies.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFrom its start in CREATE-X to its return to The Biltmore, the company remains closely tied to the Institute while building technology focused on real-world deployment and impact.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cWe want to build systems that help protect people,\u201d van Zyl said.\u0026nbsp; As Askari continues to grow, that focus remains central to its mission.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAskari\u0027s journey from a first-year student idea to a growing defense technology company demonstrates how Georgia Tech\u0027s commercialization ecosystem helps founders transform emerging technologies into real-world solutions. Supported by CREATE-X and the Institute\u0027s innovation ecosystem, the company is developing autonomous counter-drone systems to address one of today\u0027s fastest-growing national security challenges.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"From a student startup idea to a growing defense technology company, Askari demonstrates how Georgia Tech\u0027s commercialization ecosystem helps founders transform emerging technologies into solutions addressing real-world challenges."}],"uid":"36434","created_gmt":"2026-07-06 20:31:08","changed_gmt":"2026-07-15 20:54:56","author":"lcameron30","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-06T00:00:00-04:00","iso_date":"2026-07-06T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680562":{"id":"680562","type":"image","title":"Askari-056.JPG","body":null,"created":"1783369879","gmt_created":"2026-07-06 20:31:19","changed":"1783369879","gmt_changed":"2026-07-06 20:31:19","alt":"Askari Team","file":{"fid":"264840","name":"Askari-056.JPG","image_path":"\/sites\/default\/files\/2026\/07\/06\/Askari-056.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/06\/Askari-056.JPG","mime":"image\/jpeg","size":2747369,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/06\/Askari-056.JPG?itok=jcTZ7qHA"}},"680563":{"id":"680563","type":"image","title":"Askari-030.JPG","body":null,"created":"1783369913","gmt_created":"2026-07-06 20:31:53","changed":"1783369913","gmt_changed":"2026-07-06 20:31:53","alt":"Askari  Founders","file":{"fid":"264841","name":"Askari-030.JPG","image_path":"\/sites\/default\/files\/2026\/07\/06\/Askari-030.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/06\/Askari-030.JPG","mime":"image\/jpeg","size":2447871,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/06\/Askari-030.JPG?itok=EALr52LH"}}},"media_ids":["680562","680563"],"groups":[{"id":"655285","name":"GT Commercialization"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"135","name":"Research"}],"keywords":[{"id":"192255","name":"go-commercializationnews"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193658","name":"Commercialization"},{"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\u003ELacey Cameron Lcameron30@gatech.edu\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691073":{"#nid":"691073","#data":{"type":"news","title":"Data Centers Are Booming. Who Benefits?","body":[{"value":"\u003Cp\u003EArtificial intelligence is reshaping how businesses operate and driving a historic surge in data center construction across the United States. These sprawling facilities, sometimes spanning more than 1,000 acres, represent one of the largest waves of capital investment in American history.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFor communities across the country, this growth hits close to home, and not without controversy. What do data centers actually deliver for the local economies that host them?\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=6497238\u0022\u003ENew research\u003C\/a\u003E\u0026nbsp;from\u0026nbsp;\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/faculty\/yue\/index.html?_gl=1*22ff1a*_up*MQ..*_ga*NjU1MDU4NDM5LjE3ODM2MTc4Nzg.*_ga_8XJDVR2ZKP*czE3ODM2MTc4NzckbzEkZzEkdDE3ODM2MTc4ODEkajU2JGwwJGgxNzkwMjU1NjAy\u0022\u003EDaniel Yue\u003C\/a\u003E, assistant professor of Information Technology Management at Georgia Tech\u2019s Scheller College of Business, and his co-author,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/faculty\/zeng\/index.html?_gl=1*1771i5w*_up*MQ..*_ga*MTM1MDIxNjE3NC4xNzgzNjE4MTk5*_ga_8XJDVR2ZKP*czE3ODM2MTgxOTkkbzEkZzAkdDE3ODM2MTgxOTkkajYwJGwwJGgxMTY0MTA2MjA4\u0022\u003EYiyang Zeng\u003C\/a\u003E, examines how data center openings affect local jobs, wages, business activity, and electricity prices. Their findings suggest that geography plays a decisive role in whether communities see meaningful economic gains.\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cEnormous amounts of capital are flowing into specific communities, much of it tied to new construction, while rigorous evidence on the local benefits of these facilities has been thin,\u201d said Yue. \u201cCommunity pushback has organized rapidly across the country. Our paper begins to fill that gap by providing new evidence using detailed, facility-level data paired with county-level economic indicators.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EA Historic Investment Wave\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThere are more than 2,500 data centers, either active or under construction, across the United States. Individual hyperscale facilities often cost more than $1 billion to construct and can consume as much electricity as a small city. Is it all worth it?\u003C\/p\u003E\u003Cp\u003EOn average, Yue and Zeng found that when a data center opens, the host county sees a measurable lift: Employment rises by about 3.5%, wages by 5%, business establishments by nearly 5%, and household income by about 2%. Building permits also increase sharply, reflecting construction activity tied to new facilities.\u003C\/p\u003E\u003Cp\u003EThese are real, economically meaningful gains. But Yue and Zeng discovered that these gains are much smaller than what might be expected from a large investment. And they\u2019re not evenly distributed.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhy Metro Areas Benefit More\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe researchers\u2019 clearest finding is that metropolitan areas capture most of the economic benefits from data centers, while rural areas see far fewer spillover effects. While metro counties saw increases in employment and new business growth, non-metro counties saw no measurable gains.\u003C\/p\u003E\u003Cp\u003EThe reason comes down to what economists call \u201cagglomeration,\u201d or economic density.\u003C\/p\u003E\u003Cp\u003EData centers don\u2019t operate in isolation. They rely on construction contractors, engineers, equipment suppliers, professional services, and a skilled workforce. Those connections are far easier to build in places that already have deep labor markets and established business networks.\u003C\/p\u003E\u003Cp\u003EMetropolitan areas are well-positioned to absorb the indirect spending that data centers generate. High-wage technical employees support restaurants, retail, and local services. Suppliers and contractors can scale up quickly. These spillover effects amplify the impact of the initial investment.\u003C\/p\u003E\u003Cp\u003EIn rural areas, that amplification is much harder to achieve. Facilities tend to employ relatively few permanent workers \u2014 often fewer than 100 \u2014 and many specialized services are imported from outside the county. As a result, the broader economic ripple never materializes.\u003C\/p\u003E\u003Cp\u003EThat doesn\u2019t mean rural communities see no benefit at all. The research finds a small but real drop in unemployment rates in non-metro counties, and local governments may still gain tax revenue or infrastructure investments. But the sweeping job and wage growth often promised during local recruitment efforts will not likely arrive on its own.\u003C\/p\u003E\u003Cp\u003E\u201cLocation, not facility size, determines whether the local benefits show up,\u201d Yue said.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThe Hidden Cost: Electricity Prices\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EYue and Zeng\u2019s research also uncovers an important trade-off. Data centers use a lot of electricity. A single large facility can use as much power as roughly 80,000 homes. In areas where the researchers can cleanly measure price effects, electricity prices rise by about 5% after a data center enters.\u003C\/p\u003E\u003Cp\u003E\u201cWhen the benefits to communities are small, even downsides like higher electricity prices that strain infrastructure will be felt by locals,\u201d Yue shared.\u003C\/p\u003E\u003Cp\u003EWho pays for the increased cost of electricity isn\u2019t straightforward. Yue and Zeng\u2019s research suggests communities should ask specific questions about who pays for new infrastructure and how those costs will be distributed. Local utility companies divide costs differently among homeowners, businesses, and large industrial users, including data centers. Because cost-sharing systems vary by state, each data center development is unique.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat Communities Should Consider\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAs states and cities work to attract or push back against data center construction, Yue and Zeng hope their research will encourage more evidence-based decision-making.\u003C\/p\u003E\u003Cp\u003EFor metro areas with strong labor markets and dense business ecosystems, data centers can deliver meaningful, though not transformative, economic gains. For rural communities, the positive impact is more complicated.\u003C\/p\u003E\u003Cp\u003E\u201cIn 10 years, communities will likely wish they had pressed harder on the quality of the decision itself, including whether the debate was evidence-based, whether their local economy was equipped to capture the gains, and whether the fine print aligned with residents\u0027 long-term interests,\u201d Yue said. \u201cIt\u2019s vital that communities look past flashy, headline incentive packages and focus on the details: tax abatement structures, electricity tariff arrangements, and who ultimately pays for infrastructure upgrades.\u201d\u003C\/p\u003E\u003Cp\u003EAs data centers continue to dot the American landscape, understanding where they create shared value \u2014 and where they don\u2019t \u2014 will be critical for community leaders and policymakers alike.\u003Cbr\u003E\u0026nbsp;\u003Cbr\u003E\u003Ca href=\u0022https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=6497238\u0022\u003ERead More: The Local Economic Effects of Data Center Entry\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAs data centers expand across the U.S., new research by Daniel Yue, assistant professor of IT management, and his co-author, Yiyang Zeng, reveals that their economic benefits are real but uneven, shaped largely by local economic conditions and geography.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Data centers continue to expand across the U.S. Do the communities nearby really benefit?"}],"uid":"36730","created_gmt":"2026-07-09 17:25:59","changed_gmt":"2026-07-15 13:27:47","author":"klowe36","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-09T00:00:00-04:00","iso_date":"2026-07-09T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680584":{"id":"680584","type":"image","title":"The economic impact of data centers","body":"\u003Cp\u003ELead story image for Scheller News story \u0022Data Centers Are Booming. Who Benefits?\u0022 A hazy photo of an electronic board, possibly an internal image of a data center.\u003C\/p\u003E","created":"1783617674","gmt_created":"2026-07-09 17:21:14","changed":"1783617834","gmt_changed":"2026-07-09 17:23:54","alt":"A hazy photo of an electronic board, possibly an internal image of a data center.","file":{"fid":"264862","name":"data-center.jpg","image_path":"\/sites\/default\/files\/2026\/07\/09\/data-center.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/09\/data-center.jpg","mime":"image\/jpeg","size":117567,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/09\/data-center.jpg?itok=hj8qj4-z"}}},"media_ids":["680584"],"related_links":[{"url":"https:\/\/www.scheller.gatech.edu\/news\/2026\/data-centers-are-booming-who-benefits.html?_gl=1*3nsm4t*_up*MQ..*_ga*NjU1MDU4NDM5LjE3ODM2MTc4Nzg.*_ga_8XJDVR2ZKP*czE3ODM2MTc4NzckbzEkZzEkdDE3ODM2MTc4ODAkajU3JGwwJGgxNzkwMjU1NjAy","title":"Read More"}],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"139","name":"Business"},{"id":"135","name":"Research"}],"keywords":[{"id":"168537","name":"Data Center"},{"id":"110561","name":"data centers"},{"id":"336","name":"information technology"},{"id":"602","name":"economics"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[],"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":["kristin.lowe@scheller.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691058":{"#nid":"691058","#data":{"type":"news","title":"Zhu Receives NSF CAREER Award","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Ca href=\u0022https:\/\/sites.google.com\/view\/weizhumath\/home\u0022\u003E\u003Cstrong\u003EWei Zhu\u003C\/strong\u003E\u003C\/a\u003E, assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/math.gatech.edu\/\u0022\u003ESchool of Mathematics\u003C\/a\u003E, has been awarded a five-year,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nsf.gov\/awardsearch\/show-award?AWD_ID=2540370\u0022\u003E$500,000 CAREER Award from the National Science Foundation\u003C\/a\u003E (NSF). The CAREER Award, NSF\u2019s most prestigious honor for early-career faculty, helps promising researchers establish a foundation for a lifetime of leadership in their fields. Zhu\u2019s award will support research and education initiatives focused on artificial intelligence (AI).\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cI am very honored and excited to receive the NSF CAREER Award,\u201d says Zhu. \u201cThis award will support research by my fantastic team of students and post-doctoral researchers and give me the opportunity to carry out education and outreach programs that expand our impact.\u201d\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EAdvancing AI Applications\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003ESince joining Georgia Tech in 2024, Zhu\u2019s research has focused on the mathematical foundations of machine learning and their applications in science and engineering.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EWith support from the CAREER Award, Zhu and his team will explore the two-way relationship between data and structure in machine learning. They aim to understand how known structures in scientific and engineering problems (e.g., symmetries or physical constraints) can help machine learning models learn more accurately and efficiently from limited data. They will also study how machine learning can uncover hidden structures directly from data, revealing patterns or principles that may not be known in advance.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe project focuses on settings where large amounts of high-quality data are difficult or expensive to obtain, as is often the case in science and engineering. Using mathematical analysis, Zhu and his team will examine how much data is required to accurately learn a model, how structural information can reduce this data requirement, and how much data is needed to reliably identify a model\u2019s underlying structure.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EAccording to Zhu, this approach could reduce the amount of data and time needed to build and test accurate models, leading to more reliable, interpretable, and efficient AI for scientific discovery.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cSuch advances align with national AI priorities and help strengthen the mathematical foundations needed for future scientific and engineering applications of AI,\u201d he says.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EExpanding AI Literacy\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EZhu believes it is important to help students understand AI, noting that they must learn how to interpret and evaluate its outputs rather than accept them\u0026nbsp;uncritically.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cAI has increasingly become incorporated into many fields of study,\u201d he says. \u201cInstitutions must determine how to best integrate it into education while also teaching students how it works. The AI education and outreach components of my project aim to help prepare students for careers at the intersection of mathematics, computing, and science.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EZhu\u2019s CAREER Award will support educational initiatives at multiple levels, including new graduate and undergraduate courses on machine learning. It will also support a machine learning boot camp for high school students, organized by the School of Mathematics in collaboration with Emory University\u2019s Department of Mathematics. The boot camp seeks to introduce students to foundational ideas in AI and machine learning, with an emphasis on the mathematical principles needed to understand and responsibly use these tools.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EMathematics Assistant Professor Wei Zhu has been awarded a five-year,\u0026nbsp;$500,000 CAREER Award from the National Science Foundation. The award will support Zhu\u0027s research and education initiatives focused on artificial intelligence.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Mathematics Assistant Professor Wei Zhu has been awarded a five-year,\u00a0$500,000 CAREER Award from the National Science Foundation."}],"uid":"36583","created_gmt":"2026-07-07 16:18:34","changed_gmt":"2026-07-07 16:41:26","author":"lvidal7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-07T00:00:00-04:00","iso_date":"2026-07-07T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680568":{"id":"680568","type":"image","title":"Wei Zhu of the School of Mathematics","body":null,"created":"1783441160","gmt_created":"2026-07-07 16:19:20","changed":"1783441160","gmt_changed":"2026-07-07 16:19:20","alt":"Headshot of Wei Zhu","file":{"fid":"264846","name":"wei_zhu_mathematics.png","image_path":"\/sites\/default\/files\/2026\/07\/07\/wei_zhu_mathematics.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/07\/wei_zhu_mathematics.png","mime":"image\/png","size":2399324,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/07\/wei_zhu_mathematics.png?itok=abwEK1tx"}}},"media_ids":["680568"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1279","name":"School of Mathematics"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"168854","name":"School of Mathematics"},{"id":"193356","name":"cos-math"},{"id":"192258","name":"cos-data"},{"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\u003EWriter: Lindsay C. Vidal\u003C\/p\u003E","format":"limited_html"}],"email":["lvidal@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691059":{"#nid":"691059","#data":{"type":"news","title":"Meet the Expert: Brian An","body":[{"value":"\u003Cp\u003EEnergy resilience broadens the scope of urban policy\u003C\/p\u003E\u003Cp\u003EHousing and transportation are top priorities for many city mayors, policymakers and public policy researchers\u2014including \u003Ca href=\u0022https:\/\/spp.gatech.edu\/people\/person\/c9f0cadc-5bb4-5b6f-9eca-bd38a9233993\u0022\u003E\u003Cstrong\u003EBrian An\u003C\/strong\u003E\u003C\/a\u003E, an assistant professor at Georgia Tech\u2019s Jimmy and Rosalynn Carter School of Public Policy. But in February 2021, soon after Winter Storm Uri wreaked havoc in Texas, an eight-hour power outage at his Atlanta home became an epiphany.\u003C\/p\u003E\u003Cp\u003E\u201cWhile housing stability had long been on my mind, losing power drove home the importance of another piece of urban infrastructure: reliable access to electricity,\u201d says An, an \u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/people-faculty-affiliates\/\u0022\u003E\u003Cstrong\u003EEPIcenter faculty affiliate\u003C\/strong\u003E\u003C\/a\u003E and co-director of the \u003Ca href=\u0022https:\/\/urbanresearch.iac.gatech.edu\/\u0022\u003E\u003Cstrong\u003ECenter for Urban Research\u003C\/strong\u003E\u003C\/a\u003E. \u201cIt sparked my interest in studying the intersection of energy and urban policy to help make cities and communities not only socially equitable but also resilient to extreme weather.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/2026\/06\/30\/meet-the-expert-brian-an\/\u0022\u003ERead Full Story on the EPIcenter News Page\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EEnergy resilience broadens the scope of urban policy\u003C\/p\u003E\u003Cp\u003EHousing and transportation are top priorities for many city mayors, policymakers and public policy researchers\u2014including \u003Ca href=\u0022https:\/\/spp.gatech.edu\/people\/person\/c9f0cadc-5bb4-5b6f-9eca-bd38a9233993\u0022\u003E\u003Cstrong\u003EBrian An\u003C\/strong\u003E\u003C\/a\u003E, an assistant professor at Georgia Tech\u2019s Jimmy and Rosalynn Carter School of Public Policy. But in February 2021, soon after Winter Storm Uri wreaked havoc in Texas, an eight-hour power outage at his Atlanta home became an epiphany.\u003C\/p\u003E\u003Cp\u003E\u201cWhile housing stability had long been on my mind, losing power drove home the importance of another piece of urban infrastructure: reliable access to electricity,\u201d says An, an \u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/people-faculty-affiliates\/\u0022\u003E\u003Cstrong\u003EEPIcenter faculty affiliate\u003C\/strong\u003E\u003C\/a\u003E and co-director of the \u003Ca href=\u0022https:\/\/urbanresearch.iac.gatech.edu\/\u0022\u003E\u003Cstrong\u003ECenter for Urban Research\u003C\/strong\u003E\u003C\/a\u003E. \u201cIt sparked my interest in studying the intersection of energy and urban policy to help make cities and communities not only socially equitable but also resilient to extreme weather.\u201d\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"In this EPIcenter Expert series, meet Brian An, EPIcenter Affiliate, studying the intersection of energy resilience and urban policy to improve grid equity during extreme weather."}],"uid":"36413","created_gmt":"2026-07-07 16:26:49","changed_gmt":"2026-07-07 16:31:03","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-30T00:00:00-04:00","iso_date":"2026-06-30T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680569":{"id":"680569","type":"image","title":"Brian-An_IAC-faculty-profile-732x1024.jpg","body":"\u003Cp\u003EBrian An, EPIcenter Faculty Affiliate and Assistant Professor in Georgia Tech\u2019s Jimmy and Rosalynn Carter School of Public Policy\u0026nbsp;\u003C\/p\u003E","created":"1783441679","gmt_created":"2026-07-07 16:27:59","changed":"1783441679","gmt_changed":"2026-07-07 16:27:59","alt":"Brian An, EPIcenter Faculty Affiliate and Assistant Professor in Georgia Tech\u2019s Jimmy and Rosalynn Carter School of Public Policy ","file":{"fid":"264847","name":"Brian-An_IAC-faculty-profile-732x1024.jpg","image_path":"\/sites\/default\/files\/2026\/07\/07\/Brian-An_IAC-faculty-profile-732x1024.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/07\/Brian-An_IAC-faculty-profile-732x1024.jpg","mime":"image\/jpeg","size":69638,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/07\/Brian-An_IAC-faculty-profile-732x1024.jpg?itok=wcUA_U3y"}}},"media_ids":["680569"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"142","name":"City Planning, Transportation, and Urban Growth"},{"id":"131","name":"Economic Development and Policy"},{"id":"144","name":"Energy"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"},{"id":"194611","name":"State Impact"}],"keywords":[{"id":"186858","name":"go-sei"},{"id":"187915","name":"go-researchnews"}],"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\u003EStory Written by: Silke Schmidt\u003C\/p\u003E\u003Cp\u003ENews Contact: \u003Ca href=\u0022mailto:priya.devarajan@research.gatech.edu\u0022\u003EPriya Devarajan\u003C\/a\u003E, Research Communications Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691032":{"#nid":"691032","#data":{"type":"news","title":"EPIcenter Experts in the News: AI, Prices, and the War","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003EEPIcenter Faculty Affiliates\u003C\/strong\u003E have recently contributed to more than a dozen news broadcasts, public radio interviews, and national media conversations on energy price trends, the war in Iran, and what these mean for everyday Americans.\u003C\/p\u003E\u003Cp\u003ECommunities across Georgia and the nation are navigating a range of economic and energy-related pressures. Gas prices, inflation, and the rapid growth of data centers are shaping the cost of goods and services, influencing everyday household financial decisions.\u003C\/p\u003E\u003Cp\u003EAt the same time, ongoing geopolitical tensions are driving fluctuations in global oil markets and fuel prices. The expansion of AI data centers is also increasing demand for land, power, and water resources. And conflicts involving energy infrastructure in parts of the Middle East and Europe have affected supply stability.\u003C\/p\u003E\u003Cp\u003EResponding to these challenges requires careful analysis of emerging trends, supported by strong research in policy and economics. \u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/people-faculty-affiliates\/\u0022\u003E\u003Cstrong\u003EFaculty Affiliates\u003C\/strong\u003E\u003C\/a\u003E of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003E\u003Cstrong\u003EEnergy Policy and Innovation Center\u003C\/strong\u003E\u003C\/a\u003E study these complex, interconnected issues affecting energy systems, costs, and access. They analyze emerging trends, evaluate policy options, and identify practical pathways forward.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/2026\/07\/01\/epicenter-affiliated-experts-inform-public-understanding-of-energy-systems-and-their-economic-impacts\/\u0022\u003ERead Full Story on the EPIcenter News Page\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EEPIcenter Faculty Affiliates\u003C\/strong\u003E have recently contributed to more than a dozen news broadcasts, public radio interviews, and national media conversations on energy price trends, the war in Iran, and what these mean for everyday Americans.\u003C\/p\u003E\u003Cp\u003ECommunities across Georgia and the nation are navigating a range of economic and energy-related pressures. Gas prices, inflation, and the rapid growth of data centers are shaping the cost of goods and services, influencing everyday household financial decisions.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"EPIcenter Faculty Affiliates have recently contributed to more than a dozen news broadcasts, public radio interviews, and national media conversations on energy price trends, the war in Iran, and what these mean for everyday Americans."}],"uid":"36413","created_gmt":"2026-07-02 19:36:58","changed_gmt":"2026-07-02 19:40:46","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-01T00:00:00-04:00","iso_date":"2026-07-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680549":{"id":"680549","type":"image","title":"Adobe-Stock-Image-Collage-600x400.png","body":null,"created":"1783021099","gmt_created":"2026-07-02 19:38:19","changed":"1783021099","gmt_changed":"2026-07-02 19:38:19","alt":"4 panel image: clockwise from upper left - solar panels in field, data center and cooling complex, Hormuz Island, gas pump in a car\u0027s fuel port","file":{"fid":"264825","name":"Adobe-Stock-Image-Collage-600x400.png","image_path":"\/sites\/default\/files\/2026\/07\/02\/Adobe-Stock-Image-Collage-600x400.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/02\/Adobe-Stock-Image-Collage-600x400.png","mime":"image\/png","size":103965,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/02\/Adobe-Stock-Image-Collage-600x400.png?itok=GVkV7SSC"}}},"media_ids":["680549"],"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":"154","name":"Environment"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"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":"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 Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690967":{"#nid":"690967","#data":{"type":"news","title":"The Myth of the \u2018Lizard Brain\u2019 and the Real Trade-Off Inside Your Mind","body":[{"value":"\u003Cp\u003ESo many of life\u2019s most pivotal decisions come down to one question: Should you listen to your logic or your emotions? Popular culture often frames this tension as a struggle between two minds \u2014 a \u201cmore evolved\u201d rational layer built atop an ancient \u201clizard brain\u201d driven by primal instincts.\u003C\/p\u003E\u003Cp\u003EThis battle of the brains has also been playing out over the course of evolution, but not as a simple clash between old and new.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThere was a theory proposed in the \u201850s that the brain evolved in layers starting with basic bodily functions, to emotions in the reptilian brain, leading up to sophisticated reasoning in humans,\u201d explains \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/nabil-imam\u0022\u003ENabil Imam\u003C\/a\u003E, an assistant professor in the \u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E and a faculty member with Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/neuro.gatech.edu\u0022\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/a\u003E (INNS). \u201cThis is not how an evolutionary biologist would think about the problem.\u201d\u003C\/p\u003E\u003Cp\u003EInstead of a \u201cnew\u201d brain layered over an \u201cancient\u201d one \u2014 or even a logical brain versus an emotional one \u2014 research published in \u003Ca href=\u0022https:\/\/www.science.org\/doi\/full\/10.1126\/sciadv.aec6112\u0022\u003E\u003Cem\u003EScience Advances\u003C\/em\u003E\u003C\/a\u003E reveals that brain evolution may come down to wiring.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBy studying the architecture of both biological and artificial brains, Imam\u2019s team found that brain evolution is a strategic allocation of limited real estate. They propose a computational tug-of-war between two fundamentally different types of internal wiring \u2014 ones established even before birth.\u003C\/p\u003E\u003Cp\u003EThis new understanding not only helps resolve a longstanding mystery in brain evolution but could also help us design more efficient AI systems.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EThe Problem With the \u201cLizard Brain\u201d\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EWhen we refer to our \u201clogical\u201d or \u201clizard\u201d brains, we\u2019re really talking about different groups of brain regions. The logical brain is known as the neocortex, the brain\u2019s outer layer responsible for vision, perception, reasoning, and other higher-level functions. For the lizard brain, the story gets a bit complicated.\u003C\/p\u003E\u003Cp\u003E\u201cThe limbic system, sometimes called the \u2018reptilian brain,\u2019 controls emotion broadly speaking \u2014 but it also has other components with distinct functions,\u201d explains Imam. The system has separate regions for memory, smell, and navigation in addition to emotional regulation. \u201cWhy do people group all these different regions into one big system? There hasn\u2019t been a good theory for what is common between these different circuits.\u201d\u003C\/p\u003E\u003Cp\u003ETo investigate, Imam\u2019s team looked beyond individual regions to examine how these systems scale across species. Instead of comparing single areas based on function, the team analyzed how the limbic system and the neocortex change together across evolutionary history.\u003C\/p\u003E\u003Cp\u003EThe result was remarkably consistent. When one component of the limbic system was larger, the others were also larger, while the neocortex was consistently smaller. These regions don\u2019t vary independently. \u201cRather,\u201d says Imam, \u201cit\u2019s a coordinated expansion of these regions across species.\u201d\u003C\/p\u003E\u003Cp\u003EThis reveals something new: The limbic system behaves not as a loose collection of functions, but as a unified network that expands and contracts as a group across evolution.\u003C\/p\u003E\u003Cp\u003EBut what is driving this coordinated push and pull?\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EMaps Versus Barcodes\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EImam argues that it comes down to how these different parts of the brain are wired before birth.\u003C\/p\u003E\u003Cp\u003EIn the neocortex, neural circuits are organized as spatial maps. Areas that process touch in nearby parts of your body, like your index finger and thumb, are physically close to each other in the brain. The same is true for sight and sound.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWires in the limbic system, however, are not spatially organized. They function more like a bar code, firing in unique, distributed patterns to represent specific scents or complex memories.\u003C\/p\u003E\u003Cp\u003ETo test whether this was an innate trait or acquired through experience, the team developed AI models for different senses. They found that when they pre-wired an AI with localized, spatial connectivity, the network was naturally very good at processing vision, sound, and touch information. Conversely, distributed, \u201cbarcode-style\u201d networks were essential for the AI to excel at scent recognition and memory.\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EThe Evolutionary Tug-of-War\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EThe final piece of the puzzle explains how the size of brain components changes predictably across species. Because resources like space and energy are limited, natural selection chooses which system to prioritize.\u003C\/p\u003E\u003Cp\u003EThe team simulated evolution by creating a multimodal network where the spatial and distributed domains competed for \u201creal estate.\u201d When the environment rewarded smell, all areas of the distributed system expanded and the neocortex shrank. When vision was rewarded, the opposite occurred.\u003C\/p\u003E\u003Cp\u003EThis explains why the nine-banded armadillo, which relies on scent, has a massive limbic system, while the highly visual squirrel monkey is dominated by its neocortex. Across the 182 species studied, the research shows that brain evolution is not about adding new layers of \u0022logic,\u0022 but about strategically reallocating space between different wiring systems to support survival.\u003C\/p\u003E\u003Cp\u003EBy translating this biological architecture to AI systems, engineers could create machines that learn as efficiently as the human brain, requiring far less data and energy.\u003C\/p\u003E\u003Cp\u003E\u201cToday\u0027s artificial neural networks are trained by vast amounts data \u2014 it\u2019s about nurture,\u201d says Imam. \u201cBut the brain is not a blank slate that gets trained by experience. It is a mix of nature and nurture, and the nature is that pre-wired architecture.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe could translate that architecture to AI systems to make it more brain-like, or make it learn or function as efficiently as the brain.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis work was a collaboration with Cornell University and was supported by the National Science Foundation.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EDOI:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/doi.org\/10.1126\/sciadv.aec6112\u0022\u003E\u003Cem\u003Edoi.org\/10.1126\/sciadv.aec6112\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA new study from Georgia Tech examines how different brain systems scale together across species, offering a new perspective on brain organization \u2014 and its potential applications in artificial intelligence.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A new study from Georgia Tech examines how different brain systems scale together across species, offering a new perspective on brain organization \u2014 and its potential applications in artificial intelligence."}],"uid":"35575","created_gmt":"2026-06-29 18:27:57","changed_gmt":"2026-07-02 14:56:41","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-29T00:00:00-04:00","iso_date":"2026-06-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680528":{"id":"680528","type":"image","title":"brain-halves.jpeg","body":"\u003Cdiv\u003EResearchers found that coordinated changes across brain systems may be explained by two distinct wiring strategies \u2014 spatially organized circuits and distributed networks \u2014 that expand and contract together over evolution.\u003C\/div\u003E","created":"1782757701","gmt_created":"2026-06-29 18:28:21","changed":"1782757701","gmt_changed":"2026-06-29 18:28:21","alt":"Digital illustration of a brain surrounded by two distinct visual patterns. One side is composed of structured blue connections resembling an organized network map, while the other features colorful, dispersed light patterns, representing distributed neural activity. The image symbolizes competing brain architectures explored in the study.","file":{"fid":"264802","name":"brain-halves.jpeg","image_path":"\/sites\/default\/files\/2026\/06\/29\/brain-halves.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/29\/brain-halves.jpeg","mime":"image\/jpeg","size":5350147,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/29\/brain-halves.jpeg?itok=7doQLT23"}},"680530":{"id":"680530","type":"image","title":"Fig2.png","body":"\u003Cdiv\u003EA conceptual illustration of the two wiring strategies identified in the study. Spatially organized circuits in the neocortex (left) preserve map-like relationships, while distributed networks in the limbic system (right) connect information across locations, creating a tradeoff that may shape brain evolution.\u003C\/div\u003E","created":"1782758455","gmt_created":"2026-06-29 18:40:55","changed":"1782758455","gmt_changed":"2026-06-29 18:40:55","alt":"A balance scale holds two diagrams representing different brain wiring strategies. The left side shows an ordered rainbow-colored map labeled \u0022Neocortex,\u0022 illustrating localized connections that preserve spatial organization. The right side shows a web of interconnected colored nodes labeled \u0022Limbic System,\u0022 representing distributed connections that integrate information across space. The image symbolizes the tradeoff between these competing neural architectures proposed by the study.","file":{"fid":"264804","name":"Fig2.png","image_path":"\/sites\/default\/files\/2026\/06\/29\/Fig2.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/29\/Fig2.png","mime":"image\/png","size":866124,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/29\/Fig2.png?itok=7rXvH4XZ"}},"680531":{"id":"680531","type":"image","title":"Fig1-Imam.png","body":"\u003Cp\u003ECross-sections of a squirrel monkey brain (left) and a nine-banded armadillo brain (right) illustrate how different neural systems expand or shrink together across species. The highly visual squirrel monkey has a larger neocortex (blue), while the scent-reliant armadillo has a larger olfactory complex (purple) and memory center (green).\u003C\/p\u003E","created":"1782758808","gmt_created":"2026-06-29 18:46:48","changed":"1782758808","gmt_changed":"2026-06-29 18:46:48","alt":"Comparative brain images showing a squirrel monkey on the left and a nine-banded armadillo on the right. Colored overlays highlight major brain systems: extensive blue neocortical regions in the monkey and enlarged purple olfactory regions in the armadillo, illustrating how different species allocate brain space according to their sensory needs.","file":{"fid":"264805","name":"Fig1-Imam.png","image_path":"\/sites\/default\/files\/2026\/06\/29\/Fig1-Imam.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/29\/Fig1-Imam.png","mime":"image\/png","size":158938,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/29\/Fig1-Imam.png?itok=dbPFTe7d"}}},"media_ids":["680528","680530","680531"],"groups":[{"id":"66220","name":"Neuro"},{"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"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"172970","name":"go-neuro"}],"core_research_areas":[{"id":"39431","name":"Data Engineering and Science"},{"id":"193656","name":"Neuro Next Initiative"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Cstrong\u003EWriter\u003C\/strong\u003E\u003Cbr\u003EAudra Davidson\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMedia Contact\u003C\/strong\u003E\u003Cbr\u003E\u003Ca href=\u0022mailto:bwine3@gatech.edu\u0022\u003EBryant Wine\u003C\/a\u003E\u003Cbr\u003ECollege of Computing\u003C\/p\u003E","format":"limited_html"}],"email":["bwine3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690920":{"#nid":"690920","#data":{"type":"news","title":"Georgia Tech Earns Top-10 Rankings in Innovation Commercialization","body":[{"value":"\u003Cp\u003EGeorgia Tech continues to strengthen its position as one of the nation\u2019s leaders in research commercialization, earning top-10 rankings among U.S. higher education institutions in the \u003Ca href=\u0022https:\/\/autm.net\/surveys-and-tools\/surveys\/licensing-survey\/2025-licensing-survey\u0022\u003E2025 AUTM Licensing Activity Survey.\u003C\/a\u003E In two key measures of innovation performance, Georgia Tech came in at No. six for invention disclosures with 454 total disclosures, as well as No. 8 in new patent applications with 230 filings. Additionally, Georgia Tech came in No. 12 in the number of issued U.S. patents with 124 granted. The annual AUTM survey is widely regarded as the leading benchmark for academic technology transfer and commercialization activity in the U.S.\u003C\/p\u003E\u003Cp\u003EThe latest rankings build on a record year for Georgia Tech commercialization. In 2025, the Institute \u003Ca href=\u0022https:\/\/research.gatech.edu\/georgia-tech-advances-500-technologies-toward-market-real-world-impact\u0022\u003Ereported\u003C\/a\u003E advancing hundreds of technologies toward the marketplace, while achieving record levels of invention disclosures, issued patents, and licensed technologies. Those milestones underscore Georgia Tech\u2019s expanding role in transforming research discoveries into products, companies, and partnerships that create economic and societal value.\u003C\/p\u003E\u003Cp\u003E\u201cThe strong performance reflects a commercialization strategy focused not only on protecting IP, but also on helping researchers translate discoveries into practical applications,\u201d said Raghupathy \u201cSiva\u201d Sivakumar, chief commercialization officer at Georgia Tech. \u201cWhether through licensing technologies, launching startups, or partnering with industry, we are building pathways that help researchers transform discoveries into real-world solutions.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFrom advanced health technologies to environmental monitoring tools and next-generation aerospace ventures, Georgia Tech innovations are reaching users and markets in increasingly diverse ways. One example is \u003Ca href=\u0022https:\/\/news.research.gatech.edu\/2026\/05\/11\/kinemo-turning-small-movements-new-possibilities\u0022\u003EKinemo\u003C\/a\u003E, a startup developed through Georgia Tech research that is helping people with limited mobility regain independence through wearable assistive technology. Founded by researchers from the College of Engineering, Kinemo uses physiological sensing and small intentional movements to enable users to control digital devices. The company works closely with clinicians and patients at Shepherd Center to refine the technology and expand accessibility for individuals living with spinal cord injuries and mobility limitations.\u003C\/p\u003E\u003Cp\u003EAnother example is \u003Ca href=\u0022https:\/\/news.research.gatech.edu\/2026\/02\/02\/georgia-tech-researchers-commercialize-new-technology-faster-water-and-environmental\u0022\u003ESkopii\u003C\/a\u003E, a startup launched from research in the lab of environmental engineering professor Ameet Pinto. The company is commercializing portable imaging and artificial intelligence technology that enables users to rapidly analyze microorganisms in water and environmental systems, eliminating the need for lengthy laboratory testing. The technology has the potential to improve decision-making for water utilities, food production systems, and environmental monitoring efforts.\u003C\/p\u003E\u003Cp\u003EAs research institutions face increasing pressure to demonstrate impact beyond publications and laboratory discoveries, Georgia Tech continues to show how world-class research can translate into technologies, startups, jobs, and solutions that improve lives. The latest AUTM rankings provide another measure of that success, highlighting an innovation ecosystem that consistently moves ideas from the lab to the marketplace.\u003C\/p\u003E\u003Cp\u003EStartups such as Kinemo and Skopii illustrate the broader commercialization approach reflected in Georgia Tech\u0027s AUTM rankings.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech earns top-10 rankings among U.S. higher education institutions in two key measures of innovation performance in the 2025 AUTM Licensing Activity Survey.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech continues to strengthen its position as one of the nation\u2019s leaders in research commercialization"}],"uid":"34602","created_gmt":"2026-06-24 17:24:53","changed_gmt":"2026-07-01 19:44:19","author":"Georgia Parmelee","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-25T00:00:00-04:00","iso_date":"2026-06-25T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680518":{"id":"680518","type":"image","title":"Kinemo co-founders Nordine Sebkhi and Arpan Bhavsar work with Wendell Odom during an assistive technology session using the Kinemo device to support independent computer and device control.","body":null,"created":"1782417464","gmt_created":"2026-06-25 19:57:44","changed":"1782417464","gmt_changed":"2026-06-25 19:57:44","alt":"Two researchers and a patient using the Kinemo technology. ","file":{"fid":"264791","name":"Kinemo-020.JPG","image_path":"\/sites\/default\/files\/2026\/06\/25\/Kinemo-020.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/25\/Kinemo-020.JPG","mime":"image\/jpeg","size":2571708,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/25\/Kinemo-020.JPG?itok=oJVLRVqN"}}},"media_ids":["680518"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"135","name":"Research"}],"keywords":[{"id":"193593","name":"gt-commercialization"},{"id":"192930","name":"gt-commercializationnews"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193658","name":"Commercialization"}],"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\u003EGeorgia Parmelee\u003Cbr\u003EDirector of Communications\u003C\/p\u003E","format":"limited_html"}],"email":["georgia.parmelee@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691018":{"#nid":"691018","#data":{"type":"news","title":"New Research Seeks to Help Transplanted Cells Thrive in Type 1 Diabetes Treatment","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/bme.gatech.edu\/bio\/alexander-e-vlahos\u0022\u003E\u003Cstrong\u003EAlexander Vlahos\u003C\/strong\u003E\u003C\/a\u003E, assistant professor in the Wallace H. Coulter Department of Biomedical Engineering, has been awarded a five-year, research grant from \u003Ca href=\u0022https:\/\/www.breakthrought1d.org\/\u0022 rel=\u0022noopener nofollow noreferrer\u0022 target=\u0022_blank\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003EBreakthrough T1D\u003C\/strong\u003E\u003C\/a\u003E, the leading global type 1 diabetes (T1D) research and advocacy organization, to support pioneering work aimed at improving therapies for T1D. The award will support Vlahos\u2019 project, \u003Cem\u003E\u201cRewiring Cellular Microenvironments with Synthetic Circuits for Subcutaneous Islet Transplantation,\u201d\u003C\/em\u003E through the Georgia Tech Research Corporation.\u003C\/p\u003E\u003Cp\u003ET1D is caused by the autoimmune destruction of insulin-producing pancreatic beta cells, requiring individuals to manage their blood glucose levels through lifelong insulin therapy. Transplanting pancreatic islets has long been investigated as a potential curative treatment, but long-lasting success in extrahepatic sites has been limited\u2014particularly when islets are transplanted beneath the skin\u2014due to poor blood vessel formation, immune rejection, and cellular stress following transplantation.\u003C\/p\u003E\u003Cp\u003EVlahos\u2019 research addresses these limitations by combining synthetic biology\u003Cstrong\u003E \u003C\/strong\u003Eand tissue engineering\u003Cstrong\u003E \u003C\/strong\u003Ein a new way: engineering cells to actively reshape their local environment after transplantation to make it more hospitable for the graft. Rather than relying solely on biomaterials or porous structures to support transplanted cells, the project focuses on programming the cells themselves to sense stress and respond dynamically.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/bme.gatech.edu\/news\/new-research-seeks-help-transplanted-cells-thrive-type-1-diabetes-treatment\u0022\u003ERead the full story.\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe award will support Vlahos\u2019 project, \u003Cem\u003E\u201cRewiring Cellular Microenvironments with Synthetic Circuits for Subcutaneous Islet Transplantation,\u201d\u003C\/em\u003E through the Georgia Tech Research Corporation. Transplanting pancreatic islets has long been investigated as a potential curative treatment, but long-lasting success in extrahepatic sites has been limited. Vlahos\u2019 research addresses existing limitations by combining synthetic biology\u003Cstrong\u003E \u003C\/strong\u003Eand tissue engineering\u003Cstrong\u003E \u003C\/strong\u003Ein a new way: engineering cells to actively reshape their local environment after transplantation to make it more hospitable for the graft.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Alexander Vlahos has been awarded a five-year, research grant to support pioneering work aimed at improving therapies for T1D."}],"uid":"36479","created_gmt":"2026-07-01 17:34:15","changed_gmt":"2026-07-01 17:39:38","author":"abowman41","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-01T00:00:00-04:00","iso_date":"2026-07-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680543":{"id":"680543","type":"image","title":"_0000_Vlahos-Blood-Glucose.jpg","body":null,"created":"1782927261","gmt_created":"2026-07-01 17:34:21","changed":"1782927261","gmt_changed":"2026-07-01 17:34:21","alt":"A medical worker wearing latex gloves uses a device to test a patient\u0027s blood sugar.","file":{"fid":"264817","name":"_0000_Vlahos-Blood-Glucose.jpg","image_path":"\/sites\/default\/files\/2026\/07\/01\/_0000_Vlahos-Blood-Glucose.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/01\/_0000_Vlahos-Blood-Glucose.jpg","mime":"image\/jpeg","size":76893,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/01\/_0000_Vlahos-Blood-Glucose.jpg?itok=MSzUqn6I"}}},"media_ids":["680543"],"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":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"171033","name":"Synthetic Biology"},{"id":"178211","name":"islet"},{"id":"49591","name":"Diabetes"},{"id":"195186","name":"cell engineering"},{"id":"1039","name":"pancreas"},{"id":"3344","name":"insulin"}],"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\u003EKelly Petty | Communications Manager\u003C\/p\u003E\u003Cp\u003EWallace H. Coulter Department of Biomedical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689494":{"#nid":"689494","#data":{"type":"news","title":"Computational Cognition Conference Showcases Georgia Tech\u0027s Advancements in Research Related to the Mind  ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EArtificial intelligence isn\u0027t just changing the way we think about human intelligence \u2014 it\u0027s changing the way we study the mind. \u0022In recent years,\u0022 says \u003Ca href=\u0022https:\/\/psychology.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ESchool of Psychology\u003C\/a\u003E Assistant Professor \u003Ca href=\u0022https:\/\/psychology.gatech.edu\/people\/apurva-ratan-murty\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ERatan Murty\u003C\/a\u003E, \u0022it has become very apparent to us that we have new ways to study the brain.\u0022\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThose new methods were top of mind as over 100 researchers from across Atlanta gathered for this year\u2019s \u003Ca href=\u0022https:\/\/coco.psych.gatech.edu\/coco-conference-2026\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EComputational Cognition Conference\u003C\/a\u003E (CoCo Con). Hosted by Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/coco.psych.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECenter of Excellence in Computational Cognition (CoCo)\u003C\/a\u003E on March 13, the conference allowed researchers from Georgia Tech and beyond working at the intersection of the mind and advanced computing to gain insights into both human cognition and artificial intelligence.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECoCo itself is \u201ca hub for research, education, and community\u201d housed within the Georgia Tech School of Psychology says \u003Ca href=\u0022https:\/\/psychology.gatech.edu\/people\/robert-wilson\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ERobert Wilson\u003C\/a\u003E, associate professor in Psychology and director of CoCo. Launched in 2023, the center is home to more than 50 affiliate faculty and 100 trainees across Georgia Tech, Atlanta, and beyond using computational methods to study the mind. Through chalk talks, educational programs, and conferences like CoCo Con, the center aims to rethink how we approach the study of the mind.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe conference featured multidisciplinary talks spanning the full breadth of computation cognition \u2014 from exploration and avoidance in anxiety, what makes music memorable, the theory of mind in humans and machines, dynamic drift diffusion modeling, and the structure of memory for narratives \u2014 overall highlighting the interdisciplinary nature of the field.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAdditionally, the day featured a robust poster session highlighting work by the eight inaugural \u003Ca href=\u0022https:\/\/coco.psych.gatech.edu\/coco-pilot-grants\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ECoCo Pilot Grant recipients\u003C\/a\u003E as well as other postdoctoral scholars, graduate students, and undergraduates doing computational cognition research at Atlanta-based institutions. In total, there were 20 posters ranging from the physics of cognition to naturalistic decision making and beyond.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EA running theme throughout the conference was the growing influence of cutting-edge technologies like artificial intelligence \u2014 and how researchers are preparing for the ethical, social and practical challenges that they bring. \u201cThe next operating system won\u2019t run on your phone,\u201d said DeBrae Kennedy-Mayo, senior academic professional in the \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/index.html\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EScheller College of Business\u003C\/a\u003E and one of the conference speakers. \u201cIt will run on your brain.\u201d With such rapidly advancing technology and the growing reach of computational cognition research, institutions like CoCo are looking to rethink the current practices of studying brain data in a modern light.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEnding the conference was a panel discussion with researchers from across psychology, anthropology, and related fields to reflect on the future of brain research. Together, they explored what it means to do computational cognition research through the central question: What should be in the CoCo canon?\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe discussion emphasized that understanding what we are studying \u2014 and how we study it \u2014 is particularly important in an interdisciplinary field. While the narrative or canon of a field is defined by shared knowledge, skills, and history, computational cognition blurs those boundaries. Ultimately, as posed by \u003Ca href=\u0022https:\/\/anthropology.emory.edu\/people\/bios\/stout-dietrich.html\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EEmory Department Chair and Professor of Anthropology Dietrich Stout\u003C\/a\u003E, the field is \u201can interdisciplinary space trying to become a disciplinary space\u201d within the vast array of sciences, technology, mathematics, and engineering.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWith or without a defined canon, the day underscored the importance of computational cognition for understanding not just how the mind works, but the future of cutting-edge technologies that shape how we approach the study of the mind.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA running theme throughout the conference was the growing influence of cutting-edge technologies like artificial intelligence \u2014 and how researchers are preparing for the ethical, social and practical challenges that they bring.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A running theme throughout the conference was the growing influence of cutting-edge technologies like artificial intelligence \u2014 and how researchers are preparing for the ethical, social and practical challenges that they bring."}],"uid":"36781","created_gmt":"2026-04-07 16:33:19","changed_gmt":"2026-06-30 16:41:21","author":"hashcraft6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-07T00:00:00-04:00","iso_date":"2026-04-07T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679876":{"id":"679876","type":"image","title":"Image of CoCo Con 2026 Poster Presentations ","body":"\u003Cp\u003EThis is an image of 2 of the CoCo Con 2026 Posters. Poster presenters are interacting with conference attendees.\u003C\/p\u003E","created":"1775580160","gmt_created":"2026-04-07 16:42:40","changed":"1775580160","gmt_changed":"2026-04-07 16:42:40","alt":"CoCo Con 2026 Image 1","file":{"fid":"264096","name":"Screenshot-2026-04-07-124002.png","image_path":"\/sites\/default\/files\/2026\/04\/07\/Screenshot-2026-04-07-124002.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/07\/Screenshot-2026-04-07-124002.png","mime":"image\/png","size":1227681,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/07\/Screenshot-2026-04-07-124002.png?itok=nHU52DG1"}},"679877":{"id":"679877","type":"image","title":"Image of CoCo Con 2026 Neurotechnologies, Brain Data, Privacy, and Cybersecurity presentation","body":"\u003Cp\u003EThis is an image of the Neurotechnologies, Brain Data, Privacy, and Cybersecurity: Examining the Present and Looking to the Future presentation, given by DeBrae Kennedy-Mayo.\u0026nbsp;\u003C\/p\u003E","created":"1775580160","gmt_created":"2026-04-07 16:42:40","changed":"1775580160","gmt_changed":"2026-04-07 16:42:40","alt":"CoCo Con 2026 Image 2","file":{"fid":"264097","name":"Screenshot-2026-04-07-124019.png","image_path":"\/sites\/default\/files\/2026\/04\/07\/Screenshot-2026-04-07-124019.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/07\/Screenshot-2026-04-07-124019.png","mime":"image\/png","size":1032596,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/07\/Screenshot-2026-04-07-124019.png?itok=GsNH67aY"}},"679878":{"id":"679878","type":"image","title":"Image of CoCo Con 2026 Attendee Collaboration","body":"\u003Cp\u003EThis is an image of some CoCo Con 2026 attendees collaborating and discussing their research.\u0026nbsp;\u003C\/p\u003E","created":"1775580160","gmt_created":"2026-04-07 16:42:40","changed":"1775580160","gmt_changed":"2026-04-07 16:42:40","alt":"CoCo Con 2026 Image 3","file":{"fid":"264098","name":"Screenshot-2026-04-07-124027.png","image_path":"\/sites\/default\/files\/2026\/04\/07\/Screenshot-2026-04-07-124027.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/07\/Screenshot-2026-04-07-124027.png","mime":"image\/png","size":1170295,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/07\/Screenshot-2026-04-07-124027.png?itok=AcwAIsYj"}},"679879":{"id":"679879","type":"image","title":"Image of CoCo Con 2026 CoCo Canon Panel","body":"\u003Cp\u003EThis is an image of the CoCo Con 2026 CoCo Canon Panel, featuring Georgia Tech and Emory research faculty and academic professionals involved with computation cognition research and education.\u0026nbsp;\u003C\/p\u003E","created":"1775580160","gmt_created":"2026-04-07 16:42:40","changed":"1775580160","gmt_changed":"2026-04-07 16:42:40","alt":"CoCo Con 2026 Image 4","file":{"fid":"264099","name":"Screenshot-2026-04-07-124040.png","image_path":"\/sites\/default\/files\/2026\/04\/07\/Screenshot-2026-04-07-124040.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/07\/Screenshot-2026-04-07-124040.png","mime":"image\/png","size":904147,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/07\/Screenshot-2026-04-07-124040.png?itok=SRWOFK5J"}}},"media_ids":["679876","679877","679878","679879"],"related_links":[{"url":"https:\/\/coco.psych.gatech.edu\/","title":"More about the CoCo"},{"url":"https:\/\/psychology.gatech.edu\/news\/brain-ai-and-back-georgia-tech-hosts-inaugural-computational-cognition-conference","title":"From Brain to AI and Back: Georgia Tech Hosts Inaugural Computational Cognition Conference"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"66220","name":"Neuro"},{"id":"443951","name":"School of Psychology"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"42911","name":"Education"},{"id":"145","name":"Engineering"},{"id":"146","name":"Life Sciences and Biology"},{"id":"148","name":"Music and Music Technology"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"172970","name":"go-neuro"}],"core_research_areas":[{"id":"193656","name":"Neuro Next Initiative"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Cstrong\u003EWriter:\u003C\/strong\u003E Hunter Ashcraft\u003Cbr\u003ECommunications Student Assistant\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMedia Contact:\u003C\/strong\u003E Audra Davidson\u003Cbr\u003EResearch Communications Program Manager\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/p\u003E","format":"limited_html"}],"email":["audra.davidson@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690961":{"#nid":"690961","#data":{"type":"news","title":"Advances in Wave Mathematics: Gong Chen Awarded CAREER Grant for Soliton Research","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EWaves play a central role in systems ranging from fluids to fiber optics, yet their long-term behavior can be difficult to predict.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Ca href=\u0022https:\/\/math.gatech.edu\/people\/gong-chen\u0022\u003EGong Chen\u003C\/a\u003E, assistant professor in the\u003Ca href=\u0022https:\/\/math.gatech.edu\/\u0022\u003E\u0026nbsp;School of Mathematics\u003C\/a\u003E, has received a\u003Ca href=\u0022https:\/\/www.nsf.gov\/awardsearch\/show-award\/?AWD_ID=2540992\u0022\u003E\u0026nbsp;$450,000 National Science Foundation Faculty Early Career Development (CAREER) Award\u003C\/a\u003E to study the long-term behavior of solitons \u2014\u0026nbsp;coherent, particle-like waves observed across physics and mathematics.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EWhile most waves spread out as they disperse (for example, ripples on water), a soliton is different: it can keep a coherent shape while moving, and in some cases, it can interact with other waves and still emerge recognizable afterward.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cSolitons are important because they appear across many areas of science, including fluid dynamics, optics, plasma physics, field theory, and models from mathematical physics,\u201d says Chen. \u201cFrom a mathematical point of view, they are a beautiful testing ground for understanding nonlinear behavior.\u201d\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EPredicting Waves\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EAccording to Chen, a guiding idea in the field is that complex nonlinear waves may eventually resolve into a collection of stable solitons alongside dispersive radiation \u2014 the more diffuse portion of the wave that spreads out and weakens. Chen\u2019s research focuses on how these waves behave over long periods of time, especially when multiple solitons interact.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cIf we start with a complicated nonlinear wave, can we predict what it will look like far in the future?\u201d asks Chen. \u201cI want to understand not just whether a wave is stable, but how it evolves: how stability can fail, how energy is exchanged, and how complicated wave motion eventually organizes itself.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EHis work examines multi-soliton systems and more complex wave structures, including topological solitons, where long-range interactions and internal fluctuations make the mathematics more challenging.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EChen is developing new mathematical frameworks tailored to these moving and interacting waves, including tools from spectral theory and nonlinear scattering. These approaches allow researchers to analyze wave behavior with new precision in settings where existing methods are limited.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EA key part of this work involves nonlinear dispersive equations, which capture the competing effects that shape wave systems.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cA complicated wave may contain several solitons, some radiation that spreads away, and small oscillations trapped near the solitons,\u201d explains Chen. \u201cNonlinear dispersive equations allow us to ask precise questions: Which part of the wave persists? Which part disperses? How much energy is released during a collision? Does the system eventually simplify into solitons plus radiation?\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EAlthough the work is theoretical, it strengthens the foundation for models used widely in science and engineering.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cA better theoretical understanding of solitons and dispersive waves improves the reliability of these models,\u201d Chen says. \u201cIt helps us know when coherent structures should persist, when they should radiate energy, and when instability or collision effects may change the outcome.\u201d\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EBeyond Research: Teaching and Impact\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EChen plans to use the CAREER Award to integrate research and education. He is organizing a summer school focused on dispersive waves and developing new courses, including a second-level course in partial differential equations that emphasizes connections to physical phenomena.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe CAREER Award provides the stability and long-term support needed to pursue a coherent research program rather than isolated projects,\u201d says Chen. \u201cFor me, the award is especially meaningful because the research and education components are closely connected.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EChen aims to help students connect mathematical theory with real-world phenomena.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EFor Chen, that connection is what makes the field compelling.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cOne point I would emphasize is that soliton dynamics is a place where abstract mathematics meets very intuitive physical pictures,\u201d says Chen. \u201cUnderstanding when that particle-like behavior persists, when it breaks down, and what remains afterward is both mathematically deep and scientifically natural.\u201d\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\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EWith support from\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003Ean NSF CAREER Award, Gong Chen is advancing new mathematical frameworks to predict how complex wave systems evolve\u0026nbsp;\u2014\u0026nbsp;\u0026nbsp;unlocking deeper insights into solitons, the rare waves that hold their shape while traveling at a constant speed.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"With support from an NSF CAREER Award, Gong Chen is advancing new mathematical frameworks to predict how complex wave systems evolve \u2014  unlocking deeper insights into solitons, the rare waves that hold their shape while traveling at a constant speed."}],"uid":"36607","created_gmt":"2026-06-29 14:51:53","changed_gmt":"2026-06-29 17:23:30","author":"ls67","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-29T00:00:00-04:00","iso_date":"2026-06-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"678904":{"id":"678904","type":"image","title":"Gong Chen","body":"\u003Cp\u003EGong Chen\u003C\/p\u003E","created":"1767127050","gmt_created":"2025-12-30 20:37:30","changed":"1767127050","gmt_changed":"2025-12-30 20:37:30","alt":"Man sitting in wall in front of brick building.","file":{"fid":"263000","name":"IMG_7035-2.png","image_path":"\/sites\/default\/files\/2025\/12\/30\/IMG_7035-2.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/12\/30\/IMG_7035-2.png","mime":"image\/png","size":4852545,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/12\/30\/IMG_7035-2.png?itok=OJKdlm_g"}}},"media_ids":["678904"],"related_links":[{"url":"https:\/\/math.gatech.edu\/news\/chen-named-bergman-fellow","title":"Chen Named Bergman Fellow"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1279","name":"School of Mathematics"}],"categories":[{"id":"135","name":"Research"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"7842","name":"NSF CAREER Award"},{"id":"193356","name":"cos-math"},{"id":"173647","name":"_for_math_site_"},{"id":"193733","name":"_for_math_site_manual_feed_"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ELaura S. Smith, writer\u003C\/p\u003E","format":"limited_html"}],"email":["laura.smith@cos.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690746":{"#nid":"690746","#data":{"type":"news","title":"GIGABYTE Grant Supports Robotics and AI Ecosystem at Tech ","body":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s \u003Ca href=\u0022https:\/\/lab-idar.gatech.edu\/\u0022\u003ELaboratory for Intelligent Decision and Autonomous Robots (LIDAR)\u003C\/a\u003E was awarded a $1 million, three-year industrial grant from GIGABYTE to advance robotics and artificial intelligence (AI) research, with a focus on helping robots better interact with the real world.\u003C\/p\u003E\u003Cp\u003EThe grant will support building a robotics and AI ecosystem for dexterous and mobile manipulation, enabling robots to move through environments, interact with objects, and adapt to changing conditions.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/faculty\/zhao\u0022\u003EYe Zhao\u003C\/a\u003E, LIDAR director and associate professor in the \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E, leads the project, with \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/anqi-wu\u0022\u003EAnqi Wu\u003C\/a\u003E, assistant professor in the \u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E, serving as co-principal investigator.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/gigabyte-grant-supports-robotics-and-ai-ecosystem-tech\u0022\u003E\u003Cstrong\u003ERead the full story on the George W. Woodruff School of Mechanical Engineering website\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s Laboratory for Intelligent Decision and Autonomous Robots (LIDAR) was awarded a $1 million, three-year industrial grant from GIGABYTE to advance robotics and artificial intelligence (AI) research, with a focus on helping robots better interact with the real world.\u003C\/p\u003E\u003Cp\u003EThe grant will support building a robotics and AI ecosystem for dexterous and mobile manipulation, enabling robots to move through environments, interact with objects, and adapt to changing conditions.\u003C\/p\u003E\u003Cp\u003EYe Zhao, LIDAR director and associate professor in the George W. Woodruff School of Mechanical Engineering, leads the project, with Anqi Wu, assistant professor in the School of Computational Science and Engineering, serving as co-principal investigator.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech\u2019s Laboratory for Intelligent Decision and Autonomous Robots (LIDAR) was awarded a $1 million, three-year industrial grant from GIGABYTE to advance robotics and AI research, with a focus on helping robots better interact with the real world. "}],"uid":"35851","created_gmt":"2026-06-12 19:28:34","changed_gmt":"2026-06-25 14:20:07","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-12T00:00:00-04:00","iso_date":"2026-06-12T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"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:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690910":{"#nid":"690910","#data":{"type":"news","title":"What It Takes to Deliver a Tech\u2011Heavy World Cup","body":[{"value":"\u003Cp\u003EWith an estimated 500,000 visitors coming to the eight games in Atlanta over the next two months, the 2026 World Cup will be one of the biggest sporting events to come to the city since the 1996 Summer Olympic Games.\u003C\/p\u003E\u003Cp\u003EFIFA President Gianni Infantino likened the scale of each game to that of a Super Bowl. The success of a tournament that large will rely heavily on technology, affecting everything from the players on the pitch, all the way to viewers at home.\u003C\/p\u003E\u003Cp\u003EOn top of the state-of-the-art technology used at many large events, this World Cup will also see the debut of new technology. At the center of much of it will be electrical and computer engineering.\u003C\/p\u003E\u003Cp\u003EExperts from the Georgia Tech School of Electrical and Computer Engineering (ECE) weigh in on how the field is enabling the technology behind the world\u2019s largest sporting event.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/ece.gatech.edu\/news\/2026\/06\/what-it-takes-deliver-tech-heavy-world-cup\u0022\u003ERead Full Story on the ECE News Page\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003EWith hundreds of thousands of people attending the 104 World Cup games over the next 39 days and billions more watching at home, an immense amount of technology will be needed to ensure a seamless, safe, and enjoyable experience. Experts from ECE explain how electrical and computer engineering are facilitating some of the tournament\u0027s newest and most crucial technology.\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"With hundreds of thousands of people attending the 104 World Cup games, Georgia Tech experts explain  how electrical and computer engineering are facilitating some of the tournament\u0027s newest and most crucial technology."}],"uid":"36413","created_gmt":"2026-06-24 21:24:12","changed_gmt":"2026-06-24 21:28:36","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-24T00:00:00-04:00","iso_date":"2026-06-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680512":{"id":"680512","type":"image","title":"What-It-Takes-to-Deliver-a-Tech-Heavy-World-Cup.jpeg","body":null,"created":"1782336352","gmt_created":"2026-06-24 21:25:52","changed":"1782336420","gmt_changed":"2026-06-24 21:27:00","alt":"Stock image that shows a soccer stadium as the center of an AI chip design","file":{"fid":"264785","name":"What-It-Takes-to-Deliver-a-Tech-Heavy-World-Cup.jpeg","image_path":"\/sites\/default\/files\/2026\/06\/24\/What-It-Takes-to-Deliver-a-Tech-Heavy-World-Cup.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/24\/What-It-Takes-to-Deliver-a-Tech-Heavy-World-Cup.jpeg","mime":"image\/jpeg","size":272785,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/24\/What-It-Takes-to-Deliver-a-Tech-Heavy-World-Cup.jpeg?itok=EGonBxq9"}}},"media_ids":["680512"],"related_links":[{"url":"https:\/\/ece.gatech.edu\/news\/2026\/06\/what-it-takes-deliver-tech-heavy-world-cup","title":"Read Full Story on ECE News Page"}],"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"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"145171","name":"Cybersecurity"},{"id":"39451","name":"Electronics and Nanotechnology"},{"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":"\u003Cdiv\u003EZachary Winiecki\u003C\/div\u003E\u003Cdiv\u003EDan Watson, Georgia Tech ECE\u003C\/div\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690808":{"#nid":"690808","#data":{"type":"news","title":"Research Gets to the Core of AI Drone Crashes","body":[{"value":"\u003Cp\u003EA drone powered by artificial intelligence crashes in a remote field, destroying its onboard computer and leaving investigators without the data needed to determine whether a cyberattack caused the failure.\u003C\/p\u003E\u003Cp\u003EResearchers at Georgia Tech say they have developed a system to help answer that question.\u003C\/p\u003E\u003Cp\u003EKnown as FIRA, the tool analyzes drone crashes to determine whether they were caused by poisoned machine-learning (ML) models. The team will present its findings at the \u003Ca href=\u0022https:\/\/www.usenix.org\/conference\/usenixsecurity26\u0022\u003E35th USENIX Security Symposium\u003C\/a\u003E in August.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe research addresses a growing safety challenge as drones are increasingly used for deliveries, infrastructure inspections, and agriculture.\u003C\/p\u003E\u003Cp\u003EAs drones rely more on machine learning to navigate and make decisions, they also become vulnerable to model poisoning attacks. In these attacks, adversaries manipulate an AI system during its learning phase, embedding hidden triggers that can cause failures under specific conditions.\u003C\/p\u003E\u003Cp\u003E\u201cMachine learning drones are making more decisions in flight, which makes ML a safety-critical component of these systems,\u201d said\u0026nbsp;\u003Cstrong\u003EYizhi Huang\u003C\/strong\u003E, Ph.D. student and lead researcher on the project.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWhen something goes wrong, investigators need a way to ask whether the model was responsible, but the model is the part of the system that no one can examine after a crash.\u0026nbsp;FIRA\u0026nbsp;gives investigators a way to investigate these cases by reconstructing what the model was doing during the crash. As more drones run with ML, this kind of forensic capability can help drones be used more effectively and safely.\u201d\u003C\/p\u003E\u003Cp\u003EWhen a drone crashes, investigators must determine whether the cause was malicious interference, weather, or mechanical failure. Without reliable forensic tools, accountability is difficult to establish, and safety standards are harder to enforce.\u003C\/p\u003E\u003Cp\u003EFIRA identifies how drone components interact with machine learning models and monitors those interactions in real time, even with limited bandwidth.\u003C\/p\u003E\u003Cp\u003EThe system functions like a flight recorder, capturing key system activity and reconstructing a timeline after a crash. It then analyzes the model\u2019s behavior to determine whether a malicious trigger was introduced via poisoned ML training data.\u003C\/p\u003E\u003Cp\u003EIn tests across multiple drone platforms and crash scenarios, FIRA identified failure causes and distinguished cyberattacks from environmental or mechanical issues.\u003C\/p\u003E\u003Cp\u003EThe system does not require access to a drone\u2019s source code, making it practical for real-world investigations.\u003C\/p\u003E\u003Cp\u003E\u201cAs commercial drone use expands, tools like FIRA could help improve accountability and trust in AI-powered systems operating in public airspace,\u201d said\u0026nbsp;Huang.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.usenix.org\/system\/files\/conference\/usenixsecurity26\/sec26_prepub_huang-yizhi.pdf\u0022\u003E\u003Cem\u003EFIRA: Enabling Automatic Forensic Investigation of Unmanned Aerial Vehicles\u003C\/em\u003E\u003C\/a\u003E was led by Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyber Forensics Innovation Lab\u003C\/a\u003E in cooperation with the \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Security Lab\u003C\/a\u003E. These labs reside in 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 Computing Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA drone powered by artificial intelligence crashes in a remote field, destroying its onboard computer and leaving investigators without the data needed to determine whether a cyberattack caused the failure.\u003C\/p\u003E\u003Cp\u003EResearchers at Georgia Tech say they have developed a system to help answer that question.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers at Georgia Tech say they have developed a system to determine whether a cyberattack caused drone crashes."}],"uid":"36253","created_gmt":"2026-06-18 17:32:32","changed_gmt":"2026-06-24 20:39:30","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-18T00:00:00-04:00","iso_date":"2026-06-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"660599":{"id":"660599","type":"image","title":"CyFI Lab Sign","body":null,"created":"1661532564","gmt_created":"2022-08-26 16:49:24","changed":"1661532564","gmt_changed":"2022-08-26 16:49:24","alt":"Sign reading Cyber Forensics Innovation Laboratory The CyFI Lab","file":{"fid":"250302","name":"SCP August 2022-66.png","image_path":"\/sites\/default\/files\/images\/SCP%20August%202022-66.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/images\/SCP%20August%202022-66.png","mime":"image\/png","size":9087261,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/images\/SCP%20August%202022-66.png?itok=7KS9Gbz_"}}},"media_ids":["660599"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"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 II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690884":{"#nid":"690884","#data":{"type":"news","title":"ICSFlux: Using Physics to Uncover Cyberthreats ","body":[{"value":"\u003Cp\u003EThe factories, water utilities, and power systems that keep daily life running rest on the assumption that as long as no one breaks into the computers that run the equipment, the equipment stays safe.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELogically this makes sense and has been backed up by past security research. However, researchers at Georgia Tech have found hidden paths in cyber-physical systems that attackers can use to disrupt or even destroy them.\u003C\/p\u003E\u003Cp\u003ETo find these hidden paths before an attacker does, the researchers built a testing tool called ICSFlux. This new tool leans on the physics used by the industrial process and maps out the system to find new threats that were once thought impossible.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EICSFlux was deployed across 11 different programmable logic controllers in six industrial sectors, including chemical manufacturing, water treatment, power grids, aircraft, desalination, and waste processing. The process uncovered twenty genuine safety violations.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn one case drawn from a chemical-plant simulation, an attack path uncovered by the tool drove a reactor past its safe pressure limit and into a simulated explosion. By using nothing but valid operator commands, the team took the reactor from a completely normal and stable state to critical territory.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBecause the method relies only on the physics of a process and not on the details of any one controller, the same tool worked across all six sectors without being rebuilt, and it reduced the search space by roughly 50%.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/sahinburak.github.io\/\u0022\u003E\u003Cstrong\u003EBurak Sahin\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student at Georgia Tech and the study\u0027s lead author, found that by sending a series of perfectly normal, fully authorized commands, intruders can slowly nudge a physical process toward a dangerous state.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThese systems are usually judged safe as long as nobody hacks into them,\u0027\u0027 Sahin said. \u201cWhat we found is that an attacker who can send everyday commands, the same ones a normal operator sends, can patiently steer the process toward a failure. No single command looks wrong, which is exactly why the usual defenses miss it.\u0027\u0027\u003C\/p\u003E\u003Cp\u003EMost existing tools assume an attacker can rewire the controller or change the software inside it. In the real world, those controllers are locked down and cannot be touched. ICSFlux takes the opposite and more realistic view. It treats the controller as a sealed box that cannot be opened and works only with the commands an operator is normally allowed to send.\u003C\/p\u003E\u003Cp\u003ERather than measuring how much of a controller\u0027s software it has exercised, the usual yardstick for this kind of testing, ICSFlux measures how close the physical system is getting to an unsafe limit and steers its testing in that direction.\u003C\/p\u003E\u003Cp\u003E\u201cTwo different sensor readings can run through the exact same code and still send a reactor in completely different directions,\u0027\u0027 Sahin said. \u201cLooking only at the software tells you nothing about whether the physical system is safe. We had to follow the physics, not the code.\u0027\u0027\u003C\/p\u003E\u003Cp\u003EOne of the study\u0027s most important takeaways emerged when the researchers tightened the safety margins to see whether caution alone would help. Even when every command stayed within approved limits, the way the controller reacted to a steady stream of small adjustments could still cause pressure to overshoot and the reactor to fail. In other words, staying inside the rules was not always enough.\u003C\/p\u003E\u003Cp\u003EAll of the team\u0027s experiments were carried out on secured, controlled test beds. The work was conducted with Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Systems Security Lab\u003C\/a\u003E, whose research spans the security of cyber-physical systems from industrial programmable logic controllers to marine, automotive, and drone platforms. Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyber Forensics Innovation Laboratory\u003C\/a\u003E, a team of researchers who work together to further the investigation of advanced cyber crimes and the analysis and prevention of next-generation malware attacks, also contributed to the paper.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe labs are 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\u003EFuzzing the Physical Space: Physics-Aware Testing of Black-Box Industrial Control Systems\u003C\/em\u003E\u0027 was accepted to the \u003Ca href=\u0022https:\/\/sp2026.ieee-security.org\/\u0022\u003E2026 IEEE Symposium on Security and Privacy\u003C\/a\u003E. In addition to Sahin, the team includes Ph.D. students \u003Cstrong\u003EDavid Oygenblik\u003C\/strong\u003E, \u003Cstrong\u003EMingxuan Yao\u003C\/strong\u003E, and \u003Cstrong\u003EYizhi Huang \u003C\/strong\u003Eas well as Associate Professors \u003Cstrong\u003EBrendan Saltaformaggio\u003C\/strong\u003E, and \u003Cstrong\u003ESaman Zonouz\u003C\/strong\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe factories, water utilities, and power systems that keep daily life running rest on the assumption that as long as no one breaks into the computers that run the equipment, the equipment stays safe.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELogically this makes sense and has been backed up by past security research. However, researchers at Georgia Tech have found hidden paths in cyber-physical systems that attackers can use to disrupt or even destroy them.\u003C\/p\u003E\u003Cp\u003ETo find these hidden paths before an attacker does, the researchers built a testing tool called ICSFlux. This new tool leans on the physics used by the industrial process and maps out the system to find new threats that were once thought impossible.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"To find hidden vulnerabilites before an attacker does, researchers built a testing tool called ICSFlux that leans on the physics used by the industrial process and maps out the system to find new threats once thought impossible. "}],"uid":"36253","created_gmt":"2026-06-24 14:57:00","changed_gmt":"2026-06-24 15:10:58","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-24T00:00:00-04:00","iso_date":"2026-06-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680500":{"id":"680500","type":"image","title":"utilities.jpg","body":null,"created":"1782313123","gmt_created":"2026-06-24 14:58:43","changed":"1782313123","gmt_changed":"2026-06-24 14:58:43","alt":"A collection of utilities like power plants, geothermal stations, solar farms, etc.","file":{"fid":"264773","name":"utilities.jpg","image_path":"\/sites\/default\/files\/2026\/06\/24\/utilities.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/24\/utilities.jpg","mime":"image\/jpeg","size":3540206,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/24\/utilities.jpg?itok=RC1Hy0vy"}},"680501":{"id":"680501","type":"image","title":"Burak-Sahin.jpg","body":"\u003Cp\u003E\u003Cstrong\u003EBurak Sahin\u003C\/strong\u003E, a Ph.D. Candidate in Computer Science at the \u003Ca href=\u0022https:\/\/www.gatech.edu\/\u0022\u003EGeorgia Institute of Technology\u003C\/a\u003E, advised by \u003Ca href=\u0022https:\/\/sites.google.com\/site\/samanzonouz4n6\/saman-zonouz\u0022\u003ESaman Zonouz\u003C\/a\u003E (\u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECPSec Lab\u003C\/a\u003E) and co-advised by \u003Ca href=\u0022https:\/\/saltaformaggio.ece.gatech.edu\/\u0022\u003EBrendan Saltaformaggio\u003C\/a\u003E (\u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyFI Lab\u003C\/a\u003E)\u003C\/p\u003E","created":"1782313398","gmt_created":"2026-06-24 15:03:18","changed":"1782313398","gmt_changed":"2026-06-24 15:03:18","alt":"A side profile of a man\u0027s face. He has long hair and a beard","file":{"fid":"264774","name":"Burak-Sahin.jpg","image_path":"\/sites\/default\/files\/2026\/06\/24\/Burak-Sahin.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/24\/Burak-Sahin.jpg","mime":"image\/jpeg","size":75559,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/24\/Burak-Sahin.jpg?itok=3mVGJ9eI"}}},"media_ids":["680500","680501"],"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":"42901","name":"Community"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"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 II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690757":{"#nid":"690757","#data":{"type":"news","title":"From Fossils to Function: Armita Manafzadeh Honored by Scientific American","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Ca href=\u0022http:\/\/www.scientificamerican.com\u0022\u003E\u003Cem\u003EScientific American\u003C\/em\u003E\u003C\/a\u003E has named\u0026nbsp;\u003Ca href=\u0022https:\/\/qbios.gatech.edu\/user\/275\u0022\u003E\u003Cstrong\u003EArmita Manafzadeh\u003C\/strong\u003E\u003C\/a\u003E to the inaugural class of\u0026nbsp;\u003Ca href=\u0022https:\/\/www.scientificamerican.com\/report\/young-american-scientists-2026\/\u0022\u003EYoung American Scientists\u003C\/a\u003E, recognizing a new generation of leaders and innovators in science, technology, and medicine. The 2026 cohort includes 28 early-career scientists based in the United States who are changing the world with their work.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cIt\u2019s a tremendous honor to be recognized alongside such an inspiring group of scientists,\u201d Manafzadeh says. \u201cI\u2019ve always been motivated by big, fundamental questions, and it\u2019s exciting to see that kind of curiosity-driven research celebrated.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EManafzadeh will join Georgia Tech in August 2026 as an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E. Her research investigates how joints function and how they evolved, using advanced technology to create animations of moving skeletons with sub-millimeter precision.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cMy research is aimed at understanding how joints work and where they come from,\u201d she explains. \u201cPhysicians can repair ACL injuries and perform hip replacements, but we still don\u2019t fully understand joint mechanics at a fundamental level.\u201d Because joints are a shared feature of virtually all vertebrates, she adds, nearly all movement \u2014 from slithering to sprinting to soaring \u2014 depends on them.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EManafzadeh first applied these methods to pterodactyls, \u201creanimating\u201d the extinct animals to study how they flew. Now, her research could also open doors to personalized surgical treatments for people and new designs for bio-inspired robots.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe 2026 cohort includes 28 early-career scientists based in the United States who are changing the world with their work.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The 2026 cohort includes 28 early-career scientists based in the United States who are changing the world with their work. "}],"uid":"35599","created_gmt":"2026-06-16 15:23:38","changed_gmt":"2026-06-16 20:38:32","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-16T00:00:00-04:00","iso_date":"2026-06-16T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680460":{"id":"680460","type":"image","title":"Armita Manafzadeh (Credit: Scientific American)","body":"\u003Cdiv\u003EArmita Manafzadeh (Credit: \u003Cem\u003EScientific American\u003C\/em\u003E)\u003C\/div\u003E","created":"1781530791","gmt_created":"2026-06-15 13:39:51","changed":"1781530994","gmt_changed":"2026-06-15 13:43:14","alt":"Armita Manafzadeh (Credit: Scientific American)","file":{"fid":"264725","name":"saw070826YAS-21-Armita-Manafzadeh.jpg","image_path":"\/sites\/default\/files\/2026\/06\/15\/saw070826YAS-21-Armita-Manafzadeh.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/15\/saw070826YAS-21-Armita-Manafzadeh.jpg","mime":"image\/jpeg","size":499752,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/15\/saw070826YAS-21-Armita-Manafzadeh.jpg?itok=8DV0mp8m"}}},"media_ids":["680460"],"related_links":[{"url":"https:\/\/www.scientificamerican.com\/report\/young-american-scientists-2026\/","title":"The Young American Scientists (Scientific American)"},{"url":"https:\/\/www.scientificamerican.com\/article\/armita-manafzadeh\/","title":"Armita Manafzadeh Profile in Scientific American"},{"url":"https:\/\/biosciences.gatech.edu\/news\/joints-motion-armita-manafzadeh-receives-carl-gans-young-investigator-award","title":"Joints in Motion: Armita Manafzadeh Receives Carl Gans Young Investigator Award"}],"groups":[{"id":"1278","name":"College of Sciences"},{"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"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"192249","name":"cos-community"},{"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\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003ETechnical Research Writer \/ Editor\u003C\/p\u003E\u003Cp\u003EGeorgia Tech College of Sciences\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690754":{"#nid":"690754","#data":{"type":"news","title":"New Wearable Reroutes Lost Sensation, Restores Stability","body":[{"value":"\u003Cp\u003EMisjudge a curb or miss a step on the stairs, and there is a split second of panic as your foot doesn\u2019t land when you expect it to. That brief loss of pressure can be enough to throw off your balance entirely.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFor most, that heart-pounding uncertainty ends the moment the foot finds solid ground. But for many individuals living with conditions like stroke or spinal cord injury (SCI), that sense of disconnect is a permanent reality.\u003C\/p\u003E\u003Cp\u003E\u201cThese conditions of course have a huge effect on our ability to move around and be independent \u2014 but the other side of it is the sensory feedback that we lose,\u201d says \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/matthew-t-flavin\u0022\u003EMatthew Flavin\u003C\/a\u003E, an assistant professor in the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E. Most rehabilitation treatments primarily focus on restoring movement, but \u201ceven if you have motor control, if you can\u2019t feel when your foot\u0027s touching the ground it can be really hard for you to move around safely.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn a new study published in \u003Ca href=\u0022https:\/\/www.pnas.org\/doi\/10.1073\/pnas.2536577123\u0022\u003E\u003Cem\u003EProceedings of the National Academy of Sciences\u003C\/em\u003E\u003C\/a\u003E, Flavin and an interdisciplinary team of researchers introduce a way to bridge this gap: a wearable \u201csensory substitution\u201d system that translates foot pressure into high-tech patterns of heat and vibration they can feel elsewhere.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe system uses high-resolution pressure-sensing insoles designed by the team, which are placed inside a user\u0027s shoes to record how their weight shifts in real-time. This data is streamed via Bluetooth to a flexible, skin-conformable array of haptic receivers worn on the forearms, a part of the body that often retains sensation in SCI. The receivers give quick pressure feedback through vibration, while also alerting the user to longer-term pressure \u201chotspots\u201d through heat.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cOne of the limitations of a lot of approaches in haptics is that you\u0027re having to map a missing sense onto a completely different sense,\u201d says Flavin. \u201cWe\u2019re keeping the type of information that we\u0027re missing, which is the distribution of pressure, and we\u0027re just basically putting it on a different part of their body.\u201d\u003C\/p\u003E\u003Cp\u003ERerouting the lost sensation was key to making the device intuitive to learn. Participants were able to correctly identify the \u201cfeel\u201d of the ground through their arms with high accuracy within a mere two-hour session. When tested with a small group of participants with stroke or SCI, the wearable significantly improved standing balance and led to steadier walking.\u003C\/p\u003E\u003Cp\u003E\u201cWhat\u2019s encouraging about these early results is that participants appeared to use the feedback in ways that supported balance and walking,\u201d says \u003Ca href=\u0022https:\/\/www.mccormick.northwestern.edu\/research-faculty\/directory\/profiles\/rogers-john.html\u0022\u003EJohn Rogers\u003C\/a\u003E, a materials science and engineering professor at Northwestern University who collaborated on this study. \u201cOur study suggests that providing pressure information through another part of the body could be a practical path for helping people compensate for lost sensation.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWhile vibration provides immediate feedback for walking and balance, the team views the thermal feedback as a tool for long-term health. Heat is a slower, low-frequency signal that could alert patients to pressure hotspots, potentially preventing diabetic foot ulcers or pressure injuries for those who are bedridden or use wheelchairs.\u003C\/p\u003E\u003Cp\u003EThe small, lightweight system is completely untethered, making it suitable for use during daily activities in and outside the clinic. It\u2019s also highly adaptable to different injury types, which is ideal for conditions as variable as stroke, SCI, and diabetic neuropathy. Placement of the haptic receivers can be adjusted based on where a patient has the most sensation, and the sensitivity of the insoles can be tailored to each patient.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs a member of several of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/research.gatech.edu\/interdisciplinary-research-institutes\u0022\u003EInterdisciplinary Research Institutes\u003C\/a\u003E \u2014 the \u003Ca href=\u0022https:\/\/neuro.gatech.edu\/\u0022\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/a\u003E, the \u003Ca href=\u0022https:\/\/research.gatech.edu\/robotics\u0022\u003EInstitute for Robotics and Intelligent Machines\u003C\/a\u003E, and the \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/\u0022\u003EParker H. Petit Institute for Bioengineering and Biosciences\u003C\/a\u003E \u2014 Flavin credits the project\u2019s success to an interdisciplinary effort and deep engagement with clinicians and patients.\u003C\/p\u003E\u003Cp\u003E\u201cThis reinforces the importance of really engaging with your stakeholders very early on,\u201d says Flavin. \u201cIf you\u0027re not continually refining that concept with those stakeholders, you quickly find that they might be looking for something that your device isn\u0027t delivering.\u201d\u003C\/p\u003E\u003Cp\u003EWith new funding from the National Science Foundation (NSF), the team is now working to make the technology even smaller and more reconfigurable, moving closer to a standard wearable for daily clinical use.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EDOI: \u003C\/em\u003E\u003Ca href=\u0022https:\/\/doi.org\/10.1073\/pnas.2536577123\u0022\u003E\u003Cem\u003Ehttps:\/\/doi.org\/10.1073\/pnas.2536577123\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EResearchers have developed a wireless wearable that translates foot pressure into heat and vibration, helping individuals with sensory impairments regain balance and mobility.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers have developed a wireless wearable that translates foot pressure into heat and vibration, helping individuals with sensory impairments regain balance and mobility."}],"uid":"35575","created_gmt":"2026-06-15 20:56:13","changed_gmt":"2026-06-16 12:16:33","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-15T00:00:00-04:00","iso_date":"2026-06-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680466":{"id":"680466","type":"image","title":"Flavin-Device-Under-Microscope.png","body":"\u003Cdiv\u003EThe system converts pressure underfoot into vibration and heat felt elsewhere on the body, helping people with sensory loss regain awareness of their footing and improve balance.\u003C\/div\u003E","created":"1781557523","gmt_created":"2026-06-15 21:05:23","changed":"1781557523","gmt_changed":"2026-06-15 21:05:23","alt":"Close-up of hands positioning a flexible haptic device with embedded electronics under a microscope, highlighting the small components and patterned array used to deliver sensory feedback.","file":{"fid":"264732","name":"Flavin-Device-Under-Microscope.png","image_path":"\/sites\/default\/files\/2026\/06\/15\/Flavin-Device-Under-Microscope.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/15\/Flavin-Device-Under-Microscope.png","mime":"image\/png","size":10816942,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/15\/Flavin-Device-Under-Microscope.png?itok=7OCs2RGM"}},"680467":{"id":"680467","type":"image","title":"Flavin-Device-Portrait.png","body":"\u003Cdiv\u003EMatthew Flavin, assistant professor in electrical engineering and lead author of the study, holds the flexible haptic device.\u003C\/div\u003E","created":"1781557731","gmt_created":"2026-06-15 21:08:51","changed":"1781557731","gmt_changed":"2026-06-15 21:08:51","alt":"A researcher stands in a laboratory holding a flexible, transparent wearable device embedded with small electronic nodes, with microscopes and lab equipment visible in the background.","file":{"fid":"264733","name":"Flavin-Device-Portrait.png","image_path":"\/sites\/default\/files\/2026\/06\/15\/Flavin-Device-Portrait.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/15\/Flavin-Device-Portrait.png","mime":"image\/png","size":12093054,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/15\/Flavin-Device-Portrait.png?itok=7qCineau"}},"680468":{"id":"680468","type":"image","title":"Flavin-Device-Schematic.png","body":"\u003Cdiv\u003EPressure-sensing insoles in the shoes transmit real-time data to flexible haptic arrays worn on the forearms, where patterns of vibration and heat recreate a sense of foot-ground contact through sensory substitution.\u003C\/div\u003E","created":"1781571167","gmt_created":"2026-06-16 00:52:47","changed":"1781571167","gmt_changed":"2026-06-16 00:52:47","alt":"Schematic diagram of a wearable sensory substitution system showing pressure-sensing insoles placed inside shoes, flexible haptic arrays worn on both forearms, and a smartphone interface. Close-up views highlight the insole sensor layout and a dense grid of small actuators on the forearm device that deliver vibration and heat.","file":{"fid":"264734","name":"Flavin-Device-Schematic.png","image_path":"\/sites\/default\/files\/2026\/06\/15\/Flavin-Device-Schematic.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/15\/Flavin-Device-Schematic.png","mime":"image\/png","size":2450907,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/15\/Flavin-Device-Schematic.png?itok=U8hkGUYv"}}},"media_ids":["680466","680467","680468"],"related_links":[{"url":"https:\/\/neuro.gatech.edu\/new-wearable-device-monitors-skin-health-real-time","title":"New Wearable Device Monitors Skin Health in Real Time"},{"url":"https:\/\/neuro.gatech.edu\/confronting-roadblocks-medical-technology-innovation","title":"Confronting the Roadblocks in Medical Technology Innovation"},{"url":"https:\/\/neuro.gatech.edu\/head-toe-georgia-tech-researchers-treat-entire-human-body-through-neuroscience-research","title":"Head to Toe: Georgia Tech Researchers Treat the Entire Human Body Through Neuroscience Research"}],"groups":[{"id":"66220","name":"Neuro"},{"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":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"},{"id":"152","name":"Robotics"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"172970","name":"go-neuro"}],"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\u003Cstrong\u003EWriter and Media Contact:\u003C\/strong\u003E\u003Cbr\u003E\u003Ca href=\u0022mailto:audra.davidson@research.gatech.edu\u0022\u003EAudra Davidson\u003C\/a\u003E\u003Cbr\u003EResearch Communications Program Manager\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society (INNS)\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EPhotos:\u003C\/strong\u003E\u003Cbr\u003EMaxwell Guberman\u003C\/p\u003E","format":"limited_html"}],"email":["audra.davidson@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690711":{"#nid":"690711","#data":{"type":"news","title":"Georgia Tech Maintains No. 1 Ranking in Energy and Fuels for Third Consecutive Year","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.usnews.com\/education\/best-global-universities\/united-states\/energy-fuels\u0022\u003E\u003Cem\u003EU.S. News \u0026amp; World Report\u003C\/em\u003E\u003C\/a\u003E has named\u0026nbsp;Georgia Tech the top-ranked public university in energy and fuels research (No. 3 nationally). The Institute has maintained this ranking every year since the category was first introduced in 2024.\u003C\/p\u003E\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/georgia-tech-named-top-ranked-public-university-energy\u0022\u003Econtinued recognition\u003C\/a\u003E highlights Georgia Tech\u2019s research leadership in advancing energy solutions across technology, science, policy, and economics and in delivering technically advanced solutions that is scalable, secure, and sustainable for the future.\u003C\/p\u003E\u003Cp\u003E\u201cThe scale and integration of our energy ecosystem is among Georgia Tech\u2019s great strengths,\u201d said Executive Vice President for Research\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/leadership\u0022\u003ETim Lieuwen\u003C\/a\u003E. \u201cA defining part of that ecosystem is the\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI), our interdisciplinary research institute that brings together the talents of researchers from across disciplines to accelerate energy innovation and deliver real-world solutions.\u201d\u003C\/p\u003E\u003Cp\u003ESEI integrates energy activities at Georgia Tech by connecting more than 1,000 researchers across the entire energy value chain and enabling collaboration with industry, government, communities, and nonprofits.\u0026nbsp;SEI is deeply engaged in building community, developing resources, promoting thought leadership, and marshaling the full resources of Georgia Tech around tackling the tough energy and environmental problems and opportunities society faces.\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech\u2019s energy leadership is built on the depth of our research and the breadth of our collaborations,\u201d said \u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/yuanzhi-tang\u0022\u003EYuanzhi Tang\u003C\/a\u003E, SEI\u2019s executive director. \u201cBy connecting expertise across the full energy value chain, we are advancing solutions that enhance affordability, reliability, security, and sustainability.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EU.S. News \u0026amp; World Report\u003C\/em\u003E evaluates the academic research performance of universities in 51 subject areas using indicators such as publications, citations, and global and regional research reputation. Georgia Tech was assessed among 292 institutions in the U.S. and\u0026nbsp;continues its strong\u0026nbsp;\u003Ca href=\u0022https:\/\/www.usnews.com\/best-colleges\/georgia-institute-of-technology-1569\/overall-rankings\u0022\u003E\u003Cstrong\u003Estanding\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;in the rankings, claiming the No. 32 spot overall in the nation and No. 9 among public universities.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.usnews.com\/education\/best-global-universities\/united-states\/energy-fuels\u0022\u003E\u003Cem\u003EU.S. News \u0026amp; World Report\u003C\/em\u003E\u003C\/a\u003E has named\u0026nbsp;Georgia Tech the top-ranked public university in energy and fuels research (No. 3 nationally). The Institute has maintained this ranking every year since the category was first introduced in 2024.\u003C\/p\u003E\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/georgia-tech-named-top-ranked-public-university-energy\u0022\u003Econtinued recognition\u003C\/a\u003E highlights Georgia Tech\u2019s research leadership in advancing energy solutions across technology, science, policy, and economics and in delivering technically advanced solutions that is scalable, secure, and sustainable for the future.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"U.S. News \u0026 World Report has named Georgia Tech the top-ranked public university in energy and fuels research (No. 3 nationally). The Institute has maintained this ranking every year since the category was first introduced in 2024."}],"uid":"36413","created_gmt":"2026-06-09 17:01:43","changed_gmt":"2026-06-15 13:28:52","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-09T00:00:00-04:00","iso_date":"2026-06-09T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680441":{"id":"680441","type":"image","title":"EnergyGraphic.jpeg","body":null,"created":"1781024511","gmt_created":"2026-06-09 17:01:51","changed":"1781024511","gmt_changed":"2026-06-09 17:01:51","alt":"Graphic showing #1 public university in energy in Georgia Tech colors","file":{"fid":"264700","name":"EnergyGraphic.jpeg","image_path":"\/sites\/default\/files\/2026\/06\/09\/EnergyGraphic.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/09\/EnergyGraphic.jpeg","mime":"image\/jpeg","size":134834,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/09\/EnergyGraphic.jpeg?itok=3L5Z9pvJ"}}},"media_ids":["680441"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"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"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EPriya Devarajan | SEI Communications Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690118":{"#nid":"690118","#data":{"type":"news","title":"2026 Sustainability Next Seed Grants Awarded","body":[{"value":"\u003Cp\u003EThe most recent round of\u0026nbsp;\u003Ca href=\u0022https:\/\/sustain.gatech.edu\/sustainability-next-plan\/\u0022\u003ESustainability Next\u003C\/a\u003E\u0026nbsp;Research Seed Grants has been awarded to 15 transdisciplinary teams featuring 36 collaborators from across Georgia Tech and beyond. The teams span 21 units from six of Georgia Tech\u2019s seven Colleges, including Schools, research centers, and Interdisciplinary Research Institutes, as well as organizations external to Georgia Tech.\u003C\/p\u003E\u003Cp\u003EThe seed grant program, administered by the Brook Byers Institute for Sustainable Systems (BBISS), reaches faculty members from a diverse array of disciplines due to the generous support provided by broad-based partnerships in addition to the funds provided by the Sustainability Next committee. This year\u2019s partners are\u0026nbsp;the \u003Ca href=\u0022https:\/\/ce.gatech.edu\/\u0022 target=\u0022_blank\u0022\u003ESchool of Civil and Environmental Engineering\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/design.gatech.edu\/\u0022 target=\u0022_blank\u0022\u003Ethe\u0026nbsp;College of Design\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/sustainablesystems.gatech.edu\/\u0022 target=\u0022_blank\u0022\u003EBBISS,\u003C\/a\u003E\u0026nbsp;\u003Ca href=\u0022https:\/\/renewablebioproducts.gatech.edu\/\u0022\u003Ethe\u0026nbsp;Renewable Bioproducts Institute\u003C\/a\u003E, the \u003Ca href=\u0022https:\/\/www.gtri.gatech.edu\/\u0022\u003EGeorgia Tech Research Institute\u003C\/a\u003E, and the \u003Ca href=\u0022https:\/\/research.gatech.edu\/data\u0022\u003EInstitute for Data Engineering and Science\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe goal of the program is to nurture promising research areas for future large-scale collaborative sustainability research, research translation, and\/or high-impact outreach; to provide mid-career faculty with leadership and community-building opportunities; and to broaden and strengthen the Georgia Tech sustainability community as a whole. The call for proposals was modeled after the Office of the Executive Vice President for Research\u2019s\u0026nbsp;Moving Teams Forward and Forming Teams programs.\u003C\/p\u003E\u003Cp\u003EThis year\u2019s seed grant awards align with the four main thematic areas in which BBISS aims to enhance Georgia Tech\u2019s research to address some of our most pressing sustainability challenges:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022eb093cfb5ae8a6b6a3830c19ddc0e62f9\u0022\u003EAI and Sustainability, and the Sustainability of AI Infrastructure.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ee5eed9c59345c67cf16a2095a3c1ca59\u0022\u003EClimate Science, Technology, and Solutions.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022eeff06928324490ae6ab7715e8e5a1716\u0022\u003EHealthy Environments and Sustainable Resource Use.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022eeaef417908461d165bb4284022466f40\u0022\u003EResilience and Regeneration.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u003Cstrong\u003EThe 2026 Sustainability Next Seed Grant awards are:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EForming Teams:\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e25f6df467676a7c1cc7e3a56d4c134de\u0022\u003EActualize Shallow Geothermal Systems for Decentralized Heating.\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003EPrincipal Investigator (PI):\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/sheng-c-dai\u0022 target=\u0022_blank\u0022\u003ESheng Dai\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e1d482fbc517458d8123f6d8c5b4b2674\u0022\u003EBuilding Community University Research Capacity for PFAS Testing and Treatment. PI: \u003Ca href=\u0022https:\/\/scre.research.gatech.edu\/ruthie-yow\u0022\u003ERuth C. Yow\u003C\/a\u003E.\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003ECo-Principal Investigators (Co-PIs): \u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/joe-f-bozeman-iii\u0022\u003EJoe Bozeman\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/yongsheng-chen\u0022\u003EYongsheng Chen\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/seeel.ce.gatech.edu\/our-team-2\/\u0022\u003EAhmed Ibrahim Yunus\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e927b790b8958ca6a0d675948dad53b31\u0022\u003EA Global Sustainability Analysis of Places \u201cUrbanizing from Within.\u201d PI:\u0026nbsp;\u003Ca href=\u0022https:\/\/planning.gatech.edu\/people\/gregory-randolph\u0022 target=\u0022_blank\u0022\u003EGregory\u0026nbsp;Randolph\u003C\/a\u003E. Co\u2011PIs:\u0026nbsp;\u003Ca href=\u0022https:\/\/www.theigc.org\/people\/sabina-dewan\u0022\u003ESabina Dewan\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/planning.gatech.edu\/people\/yiyi-he\u0022\u003EYiyi He\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/john-e-taylor\u0022\u003EJohn Taylor\u003C\/a\u003E, and\u0026nbsp;\u003Ca href=\u0022https:\/\/independent.academia.edu\/CelineVacchianiMarcuzzo\u0022\u003ECeline Vacchiani\u2011Marcuzzo\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e5fc89393dc8654e6991c59dafc1c54b5\u0022\u003ECreating a Refusal Taxonomy to Explore Alternate Computing Practices. PI: \u003Ca href=\u0022https:\/\/lmc.gatech.edu\/people\/person\/richmond-wong\u0022 target=\u0022_blank\u0022\u003ERichmond\u0026nbsp;Wong\u003C\/a\u003E. Co\u2011PIs: \u003Ca href=\u0022https:\/\/lmc.gatech.edu\/people\/person\/624a4663-6439-585b-8bb0-3633dbbf089f\u0022\u003EHeidi Biggs\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/ic.gatech.edu\/people\/carl-disalvo\u0022\u003ECarl DiSalvo\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ef6184112845dc36886ab6996d162cc00\u0022\u003EDemystifying Data Centers: Examining Georgia Tech\u2019s Coda HPCC in the Context of Sustainability and Resilience. PI: \u003Ca href=\u0022https:\/\/ae.gatech.edu\/directory\/person\/scott-j-duncan\u0022 target=\u0022_blank\u0022\u003EScott\u0026nbsp;Duncan\u003C\/a\u003E. Co-PIs: \u003Ca href=\u0022https:\/\/ae.gatech.edu\/directory\/person\/jung-ho-lewe\u0022\u003EJung-Ho Lewe\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/ae.gatech.edu\/directory\/person\/david-solano-sarmiento\u0022\u003EDavid Solano Sarmiento\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e9709e50e9a293bcbbd1e752223b3c7dd\u0022\u003EPhysical Transport of Sunlight\u2011Exposed Dissolved Organic Carbon in the New Arctic. PI: \u003Ca href=\u0022https:\/\/space.gatech.edu\/lily-dove\u0022\u003ELilian Dove\u003C\/a\u003E. Co\u2011PI: \u003Ca href=\u0022https:\/\/eas.gatech.edu\/people\/jennifer-bowen\u0022\u003EJennifer Bowen\u003C\/a\u003E.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u003Cstrong\u003EMoving Teams Forward:\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022ec012ec93ef9cc92e5c82d516f070fd8d\u0022\u003EAgentic AI Digital Twins for Hurricane Resilience in Coastal Georgia. PI: \u003Ca href=\u0022https:\/\/eas.gatech.edu\/people\/sarhadi-ali\u0022 target=\u0022_blank\u0022\u003EAli\u0026nbsp;Sarhadi\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ed86bd082992b186131f9ef933c629e08\u0022\u003ECLEAR\u2011SE: Co\u2011Creating a Center\u2011Scale Network for Advancing Collaborative, Long\u2011Term Action Research on Community\u2011Led Resilience and Disaster Risk Reduction in the Southeast. PI: \u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/sofia-perez-guzman\u0022 target=\u0022_blank\u0022\u003ESof\u00eda\u0026nbsp;P\u00e9rez\u2011Guzm\u00e1n\u003C\/a\u003E. Co\u2011PI: \u003Ca href=\u0022https:\/\/scre.research.gatech.edu\/our-team\u0022 target=\u0022_blank\u0022\u003EJennifer\u0026nbsp;Hirsch\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e82478e789a048825abcc3157e9db6535\u0022\u003EData Center Effects on Communities in Georgia\u2019s Black Belt. PI: \u003Ca href=\u0022https:\/\/ic.gatech.edu\/people\/cindy-kaiying-lin\u0022 target=\u0022_blank\u0022\u003ECindy\u0026nbsp;Kaiying\u0026nbsp;Lin\u003C\/a\u003E. Co\u2011PIs:\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/joe-f-bozeman-iii\u0022\u003EJoe Bozeman\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/spp.gatech.edu\/people\/person\/tony-harding\u0022\u003EAnthony Harding\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/iac.gatech.edu\/people\/person\/allen-hyde\u0022\u003EAllen Hyde\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/nicole-kennard\u0022\u003ENicole Kennard\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/ae.gatech.edu\/directory\/person\/jung-ho-lewe\u0022\u003EJung-Ho Lewe\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/www.scs.gatech.edu\/people\/ahmed-saeed\u0022\u003EAhmed Saeed\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ebfb94066d0a2555e5c67ef6e930bea7c\u0022\u003EReimagining Southern Forests: Enabling Cost\u2011Effective Sustainable Production of High\u2011Value Climate\u2011Ready Southern Pines. PI: \u003Ca href=\u0022https:\/\/scre.research.gatech.edu\/caitlin-petro\u0022 target=\u0022_blank\u0022\u003ECaitlin\u0026nbsp;Petro\u003C\/a\u003E. Co\u2011PIs: \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/faculty\/clay\/index.html\u0022\u003ELucas Clay\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/research.gatech.edu\/ulrika-egertsdotter\u0022\u003EUlrika Egertsdotter\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/joel-kostka\u0022\u003EJoel Kostka\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022eef714ab155b21002722ebcf190dddf60\u0022\u003EHuman\u2011Technology Collaborations: Towards Sustainable and Inclusive Food Systems. PI: \u003Ca href=\u0022https:\/\/coe.gatech.edu\/directory\/person\/rosemarie-santa-gonzalez\u0022 target=\u0022_blank\u0022\u003ERosemarie\u0026nbsp;Santa\u0026nbsp;Gonzalez\u003C\/a\u003E. Co\u2011PIs: \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/people\/ashutosh-dhekne\u0022\u003EAshutosh Dhekne\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/scre.research.gatech.edu\/sylvia-janicki\u0022\u003ESylivia Janicki\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/nicole-kennard\u0022\u003ENicole Kennard\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/scre.research.gatech.edu\/yaman-sangar\u0022\u003EYaman Sangar\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/id.gatech.edu\/people\/abigale-stangl\u0022\u003EAbigale Stangl\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e0d944f2e85ddfd8b4fd8e29e8fd4acc8\u0022\u003EGuiding Transportation with Community Action through Research, Education, and Service (GT\u2011CARES). PI: \u003Ca href=\u0022https:\/\/planning.gatech.edu\/people\/rounaq-basu\u0022\u003ERounaq Basu\u003C\/a\u003E. Co-PIs: \u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/sofia-perez-guzman\u0022 target=\u0022_blank\u0022\u003ESof\u00eda\u0026nbsp;P\u00e9rez\u2011Guzm\u00e1n\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/scre.research.gatech.edu\/our-team\u0022 target=\u0022_blank\u0022\u003EJennifer\u0026nbsp;Hirsch\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/psychology.gatech.edu\/people\/scott-moffat\u0022\u003EScott Moffat\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022eb89b80d033629196b64c7b6ebc8685ba\u0022\u003EInstability\u2011Resolved Ocean Mixing for Climate Prediction and Climate Solutions. PI: \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/user\/1086\u0022\u003ESuhas S. Jain\u003C\/a\u003E. Co\u2011PIs: \u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/mohammad-mohaghar\u0022\u003EMohammad Mohaghar\u003C\/a\u003E, and \u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/donald-r-webster\u0022\u003EDonald Webster\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e72e6c1ade52f81e05c4a967a8110c6da\u0022\u003EBuildings Next: Forming a Transdisciplinary Consortium for Sustainable Building Innovation. PI: \u003Ca href=\u0022https:\/\/fptd.gatech.edu\/people\/paula-gomez\u0022\u003EPaula Gomez\u003C\/a\u003E. Co\u2011PI: \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/staff\/bridges\/index.html\u0022\u003EAllison Bridges\u003C\/a\u003E.\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e5f679ec3c5c8332e040392bdc39f6430\u0022\u003EPaper and Natural Dye Living Exhibition. PI: \u003Ca href=\u0022https:\/\/rbi.gatech.edu\/people\/anna-doll\u0022\u003EAnna Doll\u003C\/a\u003E. Co\u2011PI: \u003Ca href=\u0022https:\/\/rbi.gatech.edu\/people\/virginia-howell\u0022\u003EVirginia Howell\u003C\/a\u003E.\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Sustainability Next seed grant program, administered by the Brook Byers Institute for Sustainable Systems (BBISS), reaches faculty members from a diverse array of disciplines due to the generous support provided by broad-based partnerships in addition to the funds provided by the Sustainability Next committee.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"This year\u2019s seed grant awards align with the four main thematic areas in which BBISS aims to enhance Georgia Tech\u2019s research to address some of our most pressing sustainability challenges"}],"uid":"27338","created_gmt":"2026-05-04 16:57:44","changed_gmt":"2026-06-11 18:10:32","author":"Brent Verrill","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-04T00:00:00-04:00","iso_date":"2026-05-04T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680154":{"id":"680154","type":"image","title":"2026_Sustainability_Next_Seed_Grant_Collage","body":"\u003Cp\u003E2026 Sustainability Next Seed Grant Principal Investigators:\u0026nbsp;(R to L, Top to Bottom) Rounaq Basu, Sheng Dai, Anna Doll, Lilian Dove, Scott Duncan, Paula Gomez, Suhas S. Jain, Cindy Kaiying Lin, Sof\u00eda P\u00e9rez Guzm\u00e1n, Caitlin Petro, Gregory Randolph, Rosemarie Santa Gonzalez, Ali Sarhadi, Richmond Wong, and Ruth C. Yow.\u003C\/p\u003E","created":"1777913877","gmt_created":"2026-05-04 16:57:57","changed":"1777916844","gmt_changed":"2026-05-04 17:47:24","alt":"Collage of multiple individual portrait photos arranged in a grid, showing people photographed from the shoulders up in a variety of indoor and outdoor settings. Backgrounds include office spaces, greenery, campus walkways, and neutral studio backdrops, with individuals wearing professional or business\u2011casual clothing. The images vary in lighting and composition but share a consistent head\u2011and\u2011shoulders portrait style.","file":{"fid":"264396","name":"2026_Sustainability_Next_Seed_Grant_Collage.jpg","image_path":"\/sites\/default\/files\/2026\/05\/04\/2026_Sustainability_Next_Seed_Grant_Collage.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/04\/2026_Sustainability_Next_Seed_Grant_Collage.jpg","mime":"image\/jpeg","size":1325301,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/04\/2026_Sustainability_Next_Seed_Grant_Collage.jpg?itok=cKUbBHG-"}}},"media_ids":["680154"],"groups":[{"id":"244191","name":"Brook Byers Institute for Sustainable Systems"},{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"1275","name":"School of Biological Sciences"},{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"}],"categories":[{"id":"154","name":"Environment"},{"id":"135","name":"Research"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"188360","name":"go-bbiss"},{"id":"191514","name":"sustainability next"},{"id":"174822","name":"seed grants"}],"core_research_areas":[{"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:brent.verrill@research.gatech.edu\u0022\u003EBrent Verrill\u003C\/a\u003E, Research Communications Program Manager, BBISS\u003C\/p\u003E","format":"limited_html"}],"email":["brent.verrill@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690716":{"#nid":"690716","#data":{"type":"news","title":"Tim Lieuwen Donates ASME Gold Medal to the Woodruff School","body":[{"value":"\u003Cp\u003EGeorgia Tech alumnus and faculty member \u003Ca href=\u0022https:\/\/ae.gatech.edu\/directory\/person\/timothy-charles-lieuwen\u0022\u003ETim Lieuwen\u003C\/a\u003E, M.S. ME 1997, Ph.D. ME 1999, has donated his American Society of Mechanical Engineers (ASME) Medal \u2014 the society\u2019s highest honor \u2014 to the \u003Ca href=\u0022https:\/\/me.gatech.edu\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E. The $14,000 gold medal is displayed in the School Chair\u2019s suite, where it serves as a symbol of excellence and achievement for students, faculty, and visitors.\u003C\/p\u003E\u003Cp\u003ELieuwen, the \u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/timothy-charles-lieuwen\u0022\u003Eexecutive vice president for Research\u003C\/a\u003E and Regents\u2019 Professor in the \u003Ca href=\u0022https:\/\/ae.gatech.edu\/\u0022\u003EDaniel Guggenheim School of Aerospace Engineering\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/ae.gatech.edu\/news\/2025\/06\/tim-lieuwen-receives-asme-medal-societys-highest-honor\u0022\u003Ereceived the ASME medal in 2025\u003C\/a\u003E in recognition of his pioneering contributions to combustion, clean energy, and the science of resilient energy systems. It is the first ASME Medal ever awarded to a Georgia Tech faculty member or graduate, marking a milestone both for Lieuwen and the Institute.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/tim-lieuwen-donates-asme-gold-medal-woodruff-school\u0022\u003E\u003Cstrong\u003ERead the full story on the George W. Woodruff School of Mechanical Engineering website\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech alumnus and faculty member Tim Lieuwen, M.S. ME 1997, Ph.D. ME 1999, has donated his American Society of Mechanical Engineers (ASME) Medal \u2014 the society\u2019s highest honor \u2014 to the George W. Woodruff School of Mechanical Engineering. The $14,000 gold medal is displayed in the School Chair\u2019s suite, where it serves as a symbol of excellence and achievement for students, faculty, and visitors.\u003C\/p\u003E\u003Cp\u003ELieuwen, the executive vice president for Research and Regents\u2019 Professor in the Daniel Guggenheim School of Aerospace Engineering, received the ASME medal in 2025 in recognition of his pioneering contributions to combustion, clean energy, and the science of resilient energy systems. It is the first ASME Medal ever awarded to a Georgia Tech faculty member or graduate, marking a milestone both for Lieuwen and the Institute.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The $14,000 gold medal is displayed in the School Chair\u2019s suite, where it serves as a symbol of excellence and achievement for students, faculty, and visitors."}],"uid":"35851","created_gmt":"2026-06-10 14:39:55","changed_gmt":"2026-06-10 14:51:29","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-10T00:00:00-04:00","iso_date":"2026-06-10T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"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\u003E\u003Ca href=\u0022mailto:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690506":{"#nid":"690506","#data":{"type":"news","title":"Breakthrough Study Sheds Light on How BRCA\u2011Related Cancers Repair Broken DNA","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EThis research is shared jointly with the\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/news.osu.edu\/best-snapshots-yet-of-dna-repair-protein-relevant-to-brca-mutations\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EOhio State University\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E newsroom.\u003C\/em\u003E\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EScientists have captured the most detailed structural images to date of a specific type of protein\u2019s DNA repair process. The research could reveal ways to inhibit the effects of the BRCA1 and BRCA2 gene mutations that heighten the risk for breast, ovarian, and other cancers.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis work lets us see, step by step, one mechanism by which cancer cells could manage to repair their DNA when BRCA genes mutate and fail,\u201d says study co-author\u0026nbsp;\u003Ca href=\u0022https:\/\/chemistry.gatech.edu\/people\/vicki-wysocki\u0022\u003E\u003Cstrong\u003EVicki Wysocki\u003C\/strong\u003E\u003C\/a\u003E,\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003Ewho is chair of the Georgia Tech\u0026nbsp;\u003Ca href=\u0022https:\/\/chemistry.gatech.edu\/\u0022\u003ESchool of Chemistry and Biochemistry\u003C\/a\u003E. \u201cBy capturing this process in detail, this study opens the door to understanding how those cancerous cells survive and how treatments might disrupt that mechanism.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EDesignated as a Breakthrough Article, the study\u0026nbsp;\u003Ca href=\u0022https:\/\/academic.oup.com\/nar\/article\/54\/8\/gkag320\/8661651?login=false\u0022\u003E\u003Cem\u003EMechanism of single-strand annealing from native mass spectrometry and cryo-EM structures of RAD52 homolog Mgm101\u003C\/em\u003E\u003C\/a\u003E was recently published in \u003Cem\u003ENucleic Acids Research.\u003C\/em\u003E\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn addition to Wysocki, who is a professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/chemistry.gatech.edu\/\u0022\u003ESchool of Chemistry and Biochemistry\u003C\/a\u003E and a professor emerita at Ohio State University, the Georgia Tech research team included co-first author\u0026nbsp;\u003Cstrong\u003EZihao Qi,\u003C\/strong\u003E a Ph.D. candidate in the\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.gatech.edu\/wysocki-group\/\u0022\u003EWysocki Lab\u003C\/a\u003E.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThey were joined by Ohio State researchers co-first author\u0026nbsp;\u003Ca href=\u0022https:\/\/osbp.osu.edu\/people\/wheat.35\u0022\u003E\u003Cstrong\u003ECarter Wheat\u003C\/strong\u003E\u003C\/a\u003E and senior author\u0026nbsp;\u003Ca href=\u0022https:\/\/medicine.osu.edu\/find-a-researcher\/charles-bell-100003449\u0022\u003E\u003Cstrong\u003ECharles Bell\u003C\/strong\u003E\u003C\/a\u003E, who is a professor of biological chemistry and pharmacology in the \u003Ca href=\u0022https:\/\/medicine.osu.edu\/news#\/search\/brac\u0022\u003ECollege of Medicine\u003C\/a\u003E. Additional authors include Metro High School student\u0026nbsp;\u003Cstrong\u003EMiqdad Hussain\u003C\/strong\u003E and\u0026nbsp;\u003Ca href=\u0022http:\/\/www.cas.org\/\u0022\u003ECAS\u003C\/a\u003E researcher \u003Cstrong\u003EKaterina Zakharova\u003C\/strong\u003E.\u003C\/p\u003E\u003Ch2 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EWhen BRCA Fails\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003ENormally, BRCA genes help prevent cancer by acting as tumor suppressors \u2014 producing proteins that help repair broken DNA. When cancer cells lack the tumor-suppression function of normal BRCA genes, research has shown that a protein called RAD52 performs DNA repair.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ESince RAD52 allows cancer cells to survive and replicate without tumor suppression, researchers have wondered if blocking it would kill the cancerous cells. Blocking RAD52, however, requires fully understanding its repair activities, which have been difficult to capture with even the most sophisticated techniques.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EDNA strands break every day in cells, which is why proteins exist to fix the breaks and keep cellular processes running smoothly, the team says. But because repairs must happen quickly and human proteins are often more complex than their ancestral counterparts, even the most advanced imaging equipment can\u2019t capture every step in the process.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn order to understand RAD52 better, the research team turned to its ancestral protein, Mgm101, to observe several key steps in its DNA repair process.\u003C\/p\u003E\u003Ch2 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EA Clearer Image\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe team decided to leverage multiple types of imaging. Wysocki\u2019s lab at Georgia Tech conducted native mass spectrometry and mass photometry, using light to measure masses of protein-DNA complexes. The results showed that the ancestral protein Mgm101 assembled from a single copy of itself into a large multi-unit ring composed of 19 copies of the protein.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis ring is essentially a template,\u201d Wysocki explains. \u201cThe first strand of DNA can come down, and then the second strand comes on and starts being annealed to the first strand.\u201d Annealing occurs when two single strands of DNA come together to form the characteristic double helix structure.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe findings were supported by what Bell\u2019s lab determined using cryogenic electron microscopy, observing structures floating in solution and frozen in a thin layer of ice.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cRAD52 high-resolution structures have been determined with single-stranded DNA, but not with the two DNAs that it\u2019s trying to anneal,\u201d Bell says. \u201cIts job is to bind single-stranded DNA and anneal it to its complement sequence. It\u2019s been captured structurally, but only in a few states relevant to the reaction.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cHere, we have more of the states along the full pathway from substrate, to intermediate and product. And the duplex intermediate is a conformation that\u2019s never been seen before.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EPreviously, researchers were unsure if this DNA repair process used one protein ring or two rings working together, the team says. Their findings show that just one ring is used\u0026nbsp;\u2014 and that\u0026nbsp;this is likely consistent across different species.\u003C\/p\u003E\u003Ch2 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EPaths to Treatment\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003ENext, the team plans to try capturing the same phases of the DNA repair process with RAD52 from humans. A clearer understanding of how this family of proteins binds to DNA strands and coaxes them back together after a break provides insights for drug targets that could halt the process in cancer cells empowered by mutated BRCA genes, they say.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cIt\u2019s still a proposed mechanism: Just because we see these snapshots of the process doesn\u2019t mean we know all the details, but we do have the best snapshots for any protein that does this single-strand annealing,\u201d says Bell. \u201cThis focuses our strategies for drug development.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EDOI:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/doi.org\/10.1093\/nar\/gkag320\u0022\u003E\u003Cem\u003Ehttps:\/\/doi.org\/10.1093\/nar\/gkag320\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EFunding: This work was supported by the U.S. National Science Foundation and the National Institutes of Health. The cryo-EM data were collected at Ohio State\u2019s Center for Electron Microscopy and Analysis and processed using the Ohio Supercomputer Center.\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003EThe research captures detailed snapshots of a process that helps cancer cells survive \u2014 and may point to new treatments.\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The research captures detailed snapshots of a process that helps cancer cells survive \u2014 and may point to new treatments."}],"uid":"35599","created_gmt":"2026-05-27 13:56:51","changed_gmt":"2026-06-05 16:50:08","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-27T00:00:00-04:00","iso_date":"2026-05-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680421":{"id":"680421","type":"image","title":"Vicki Wysocki","body":"\u003Cp\u003E\u003Cstrong\u003EVicki Wysocki\u003C\/strong\u003E\u003C\/p\u003E","created":"1780677825","gmt_created":"2026-06-05 16:43:45","changed":"1780677825","gmt_changed":"2026-06-05 16:43:45","alt":"Vicki Wysocki","file":{"fid":"264678","name":"Vicki-Wysocki.jpg","image_path":"\/sites\/default\/files\/2026\/06\/05\/Vicki-Wysocki.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/05\/Vicki-Wysocki.jpg","mime":"image\/jpeg","size":299719,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/05\/Vicki-Wysocki.jpg?itok=coGCKGlG"}}},"media_ids":["680421"],"related_links":[{"url":"https:\/\/news.osu.edu\/best-snapshots-yet-of-dna-repair-protein-relevant-to-brca-mutations\/","title":"Best snapshots yet of DNA repair protein relevant to BRCA mutations"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"85951","name":"School of Chemistry and Biochemistry"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"140","name":"Cancer Research"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"192250","name":"cos-microbial"}],"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\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003EResearch Writer \/ Editor\u003C\/p\u003E\u003Cp\u003EGeorgia Tech College of Sciences\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690639":{"#nid":"690639","#data":{"type":"news","title":"Steven Ferguson Builds Better On-Ramps to Georgia Manufacturing, Education","body":[{"value":"\u003Cp\u003EFor Steven Ferguson, deputy director of the \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/\u0022\u003EGeorgia Tech Manufacturing Institute\u003C\/a\u003E and executive director of the \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/engage\/manufacturing-40-consortium\u0022\u003EGeorgia Tech Manufacturing 4.0 Consortium\u003C\/a\u003E, advancing Georgia\u2019s manufacturing industry and its workforce is personal.\u003C\/p\u003E\u003Cp\u003EIt was Ferguson\u2019s own first manufacturing industry job at Glidden Paint in high school that tipped a row of dominoes, clearing his way out of poverty. Following next in the Hall County native\u2019s\u0026nbsp;favor was his receiving the Pell Grant and HOPE Grant, which led to his associate\u2019s degree and first job in education.\u003C\/p\u003E\u003Cp\u003ESince then, Ferguson has spent the better part of three decades advancing workforce preparation and education access in Georgia, first as chief information officer for the Technical College System of Georgia, and now through his current roles at Tech.\u003C\/p\u003E\u003Cblockquote\u003E\u003Cp\u003E\u201cAccess to higher education changed the trajectory of my life. The question now is how we build systems that create those same opportunities for others \u2014 whether someone starts their career right out of high school, earns credentials while working, or returns later to pursue advanced technical education or engineering. We need to create flexible pathways that develop talent at every stage of life.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESteven Ferguson\u003C\/strong\u003E\u003C\/p\u003E\u003C\/blockquote\u003E\u003Ch2\u003E\u003Cstrong\u003EForged in Manufacturing\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EFerguson was born into a family of \u201cmakers,\u201d who got by on odd jobs and money from their small bait and tackle shop on Lake Lanier and later peddling a variety of goods. At a young age, Ferguson learned salesmanship and picked up the tinkering spirit.\u003C\/p\u003E\u003Cp\u003E\u201cMy dad was always entrepreneurial, and I think you might even consider us manufacturers, always making fishing equipment or other things,\u201d said Ferguson. \u201cFrom a very young age, I was out making jig heads, tying flies, and bagging hooks or sinkers. It was definitely in my blood.\u201d\u003C\/p\u003E\u003Cp\u003EWhen he was in 10th grade, a teacher nominated Ferguson for a new youth apprenticeship program. That opportunity ultimately led to his role as an information technology apprentice at Glidden Paint, which became Ferguson\u2019s first job in the manufacturing industry. The job was a perfect fit for Ferguson, who enjoyed learning more about the manufacturing process and the practical outlet for his computing knowledge.\u003C\/p\u003E\u003Cp\u003EHe continued working there until he began studying computer science at North Georgia College and State University. Later, he transferred to Gainesville College (GC) to participate in a joint enrollment program designed to lead to eventual enrollment for a bachelor\u2019s degree at Tech.\u003C\/p\u003E\u003Cp\u003EHowever, before Ferguson completed his time at GC, he had an \u003Ca\u003Eassociate\u2019s\u003C\/a\u003E degree and, more importantly, a job offer. GC wanted him to train others for careers in information technology.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/news.em.gatech.edu\/2026\/05\/27\/access-steven-ferguson-manufacturing-education\/\u0022\u003ERead Full Story on the Enrollment Management News Page\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EFor Steven Ferguson, deputy director of the \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/\u0022\u003EGeorgia Tech Manufacturing Institute\u003C\/a\u003E and executive director of the \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/engage\/manufacturing-40-consortium\u0022\u003EGeorgia Tech Manufacturing 4.0 Consortium\u003C\/a\u003E, advancing Georgia\u2019s manufacturing industry and its workforce is personal.\u003C\/p\u003E\u003Cp\u003EIt was Ferguson\u2019s own first manufacturing industry job at Glidden Paint in high school that tipped a row of dominoes, clearing his way out of poverty. Following next in the Hall County native\u2019s\u0026nbsp;favor was his receiving the Pell Grant and HOPE Grant, which led to his associate\u2019s degree and first job in education.\u003C\/p\u003E\u003Cp\u003ESince then, Ferguson has spent the better part of three decades advancing workforce preparation and education access in Georgia, first as chief information officer for the Technical College System of Georgia, and now through his current roles at Tech.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"For Steven Ferguson, deputy director of the Georgia Tech Manufacturing Institute and executive director of the Georgia Tech Manufacturing 4.0 Consortium, advancing Georgia\u2019s manufacturing industry and its workforce is personal."}],"uid":"36413","created_gmt":"2026-06-04 14:17:03","changed_gmt":"2026-06-04 14:21:17","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-27T00:00:00-04:00","iso_date":"2026-05-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680416":{"id":"680416","type":"image","title":"StevenFerguson-IMG_5862.jpg","body":"\u003Cp\u003ESteven Ferguson, deputy director of the \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/\u0022\u003EGeorgia Tech Manufacturing Institute\u003C\/a\u003E and executive director of the \u003Ca href=\u0022https:\/\/manufacturing.gatech.edu\/engage\/manufacturing-40-consortium\u0022\u003EGeorgia Tech Manufacturing 4.0 Consortium\u003C\/a\u003E\u003C\/p\u003E","created":"1780582672","gmt_created":"2026-06-04 14:17:52","changed":"1780582713","gmt_changed":"2026-06-04 14:18:33","alt":"Steven Ferguson","file":{"fid":"264673","name":"StevenFerguson-IMG_5862.jpg","image_path":"\/sites\/default\/files\/2026\/06\/04\/StevenFerguson-IMG_5862.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/04\/StevenFerguson-IMG_5862.jpg","mime":"image\/jpeg","size":176331,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/04\/StevenFerguson-IMG_5862.jpg?itok=xDe8xlwi"}}},"media_ids":["680416"],"related_links":[{"url":"https:\/\/news.em.gatech.edu\/2026\/05\/27\/access-steven-ferguson-manufacturing-education\/","title":"Full Story on the Enrollment Management 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":"194685","name":"Manufacturing"},{"id":"135","name":"Research"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"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:amanda.budd@ssc.gatech.edu\u0022\u003EAmanda Budd\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["amanda.budd@ssc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690611":{"#nid":"690611","#data":{"type":"news","title":"A Common Language to Understand AI Systems","body":[{"value":"\u003Cp\u003EThere\u2019s a simple idea that shows up in just about every engineering discipline: you can\u2019t improve what you can\u2019t measure.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThat principle is especially relevant today across the artificial intelligence (AI) landscape. As systems scale, they increasingly become harder to measure, compare, and fix, particularly within proprietary environments.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EA team led by Georgia Tech, working with collaborators across industry, has developed a new approached called \u003Ca href=\u0022https:\/\/mlcommons.org\/working-groups\/research\/chakra\/\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003EChakra\u003C\/strong\u003E\u003C\/a\u003E to bring greater clarity to complex AI systems.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cImagine a room where everyone is trying to collaborate, but each person speaks a different language,\u201d said \u003Ca href=\u0022https:\/\/ece.gatech.edu\/directory\/tushar-krishna\u0022\u003E\u003Cstrong\u003ETushar Krishna\u003C\/strong\u003E\u003C\/a\u003E, an associate professor in the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Electrical and Computer Engineering\u003C\/strong\u003E\u003C\/a\u003E, who is leading the effort. \u201cThat\u2019s a bit like today\u2019s AI ecosystem. The internet worked because it was built on shared practices and protocols. In AI, we\u2019re still building that kind of common foundation.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe work, which Krishna leads through the nonprofit \u003Ca href=\u0022https:\/\/mlcommons.org\/\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003EMLCommons\u003C\/strong\u003E\u003C\/a\u003E, was released \u003Ca href=\u0022https:\/\/arxiv.org\/abs\/2605.11333\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003Ealongside a paper\u003C\/strong\u003E\u003C\/a\u003E at the \u003Ca href=\u0022https:\/\/mlsys.org\/\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003E2026 Conference on Machine Learning and Systems\u003C\/strong\u003E\u003C\/a\u003E(MLSys) in Bellevue, Wash.\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EUnderstanding Systems Without Exposing Them\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECloud companies, chip designers, software developers, and infrastructure providers all describe their systems differently, relying largely on internal, proprietary approaches that are not publicly shared.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThis slows innovation, reduces efficiency, and increases the cost of running AI at scale.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EChakra, named after the Sanskrit word for \u201cwheel\u201d to reflect a continuous cycle of improvement, is designed around that reality. Its release is not a single finished system, but a set of shared tools and building blocks.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EResearchers are making available a standardized format for representing AI workloads, along with tools for collecting and analyzing data from what\u2019s known as an execution trace.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cAn execution trace is essentially a recording of how an AI system behaves,\u201d Krishna said. \u201cRather than focusing only on outcomes like speed or accuracy, it captures what computations happened, when machines needed to communicate, and where delays or bottlenecks occurred.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EThose traces don\u2019t expose the underlying code or data. Instead, they reflect patterns of behavior.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThose traces don\u2019t expose the underlying code or data. Instead, they reflect patterns of behavior.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s a bit like sharing a map of traffic patterns in a city, instead of handing over the blueprints for every building,\u201d Krishna said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe approach can also be used to explore how future systems might behave, giving researchers a way to test ideas and identify potential bottlenecks before those systems are built.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cAll of this dramatically lowers the barrier to participating in AI systems innovation,\u201d Krishna said.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBuilding a Shared Standard\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe Chakra project began in 2023 as a collaboration between Georgia Tech and Meta, building on parallel efforts to better understand how AI workloads behave across production systems and simulation environments.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPart of that work built on \u003Ca href=\u0022https:\/\/astra-sim.github.io\/\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003EASTRA-sim\u003C\/strong\u003E\u003C\/a\u003E, an open-source distributed AI system simulator developed and maintained by Krishna\u2019s group, which models how large-scale AI systems perform across hardware and software.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe knew that for AI to scale responsibly, we needed better ways to understand what\u2019s happening under the hood,\u201d Krishna said. \u201cCompanies struggle to compare systems fairly or reproduce why something worked well\u2014or failed\u2014because everyone uses different tools and proprietary setups.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe early collaboration expanded into a broader effort called the Chakra Working Group (CWG) within MLCommons, a consortium that brings together companies and researchers to develop shared benchmarks and standards for AI systems, including widely used efforts like MLPerf.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDavid Kanter, co-founder of MLCommons and head of MLPerf, has praised the group for \u201cdefining an industry roadmap for AI workload tracing support and benchmarking.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EToday, CWG includes industry partners such as NVIDIA, AMD, Meta, HPE, and Keysight, along with contributions from multiple Georgia Tech faculty, students, and alumni (seven of whom are now working across partner organizations).\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cChakra is a fantastic showcase of the role ECE and Georgia Tech play in connecting academic research with real-world systems,\u201d said \u003Ca href=\u0022https:\/\/ece.gatech.edu\/directory\/arijit-raychowdhury\u0022\u003E\u003Cstrong\u003EArijit Raychowdhury\u003C\/strong\u003E\u003C\/a\u003E, Steve W. Chaddick School Chair of ECE. \u201cWe can bring together expertise spanning the full AI stack in really the only way that makes complex work like this possible.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThat level of collaboration is essential to developing something that can be used across the broader AI ecosystem, according to Winston Liu, a chief architect at Keysight Technologies and a member of CWG.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWhat the Chakra community has built is meaningful, but the collaboration model that produced it is worth recognizing just as much,\u201d he said. \u201cThat combination\u2014early enough to shape the spec together and open enough that the output belongs to everyone\u2014is genuinely rare.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EA Real-world Testbed at Georgia Tech\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMuch of the team\u2019s work has depended on access to infrastructure capable of running AI systems at a realistic scale. Georgia Tech has built that capability through its \u003Ca href=\u0022https:\/\/coe.gatech.edu\/academics\/ai-for-engineering\/ai-makerspace\u0022\u003E\u003Cstrong\u003EAI Makerspace\u003C\/strong\u003E\u003C\/a\u003E, one of the largest computing clusters in the world dedicated to supporting student-driven AI workloads while also serving as a real-world testbed for large-scale systems research.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn collaboration with the \u003Ca href=\u0022https:\/\/pace.gatech.edu\/\u0022\u003E\u003Cstrong\u003EPartnership for an Advanced Computing Environment\u003C\/strong\u003E\u003C\/a\u003E (PACE), CWG researchers utilized the AI Makerspace to run workloads across 128 advanced GPUs and collect execution traces from systems operating under real conditions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe AI Makerspace was built on a simple belief: AI should be accessible to as many as possible,\u201d said \u003Ca href=\u0022https:\/\/coe.gatech.edu\/directory\/person\/matthieu-bloch-phd\u0022\u003E\u003Cstrong\u003EMatthieu Bloch\u003C\/strong\u003E\u003C\/a\u003E, associate dean in the College of Engineering. \u201cIt\u2019s exciting to see our colleagues using it to amplify impact and give back to the broader community.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThat level of access allowed the work behind Chakra to move beyond theory and into environments where performance challenges actually emerge.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn one case study, Chakra helped identify a hidden communication bottleneck that only appeared under realistic conditions when different types of workloads were running at the same time. More simplified tests failed to surface the issue.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat Comes Next\u003C\/strong\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs the Chakra tools and standards are released, the focus now turns to how they will be adopted and extended.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EKrishna sees the current moment less as a finish line and more as a starting point for broader participation across the field.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cFive years from now, Chakra will help make AI systems development dramatically more reproducible and accessible,\u201d he said. \u201cResearchers could test ideas against realistic workloads without needing access to massive datacenters, and companies could identify problems much earlier in the design process.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs AI infrastructure grows more costly, the ability to model new system designs allows researchers and companies to make informed decisions before committing to large-scale investments.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cLonger term, it could move us toward a \u2018digital twin\u2019 of AI infrastructure,\u201d Krishna said. \u201cA way to model and optimize systems before they\u2019re ever built.\u201d\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cem\u003ELike the internet before it, AI systems need shared standards to work together. Tushar Krishna and industry collaborators have released Chakra, a new set of tools designed to help make that possible.\u0026nbsp;\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Like the internet before it, AI systems need shared standards to work together. Tushar Krishna and industry collaborators have released Chakra, a new set of tools designed to help make that possible. "}],"uid":"36172","created_gmt":"2026-06-03 14:33:16","changed_gmt":"2026-06-03 14:37:18","author":"dwatson71","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-03T00:00:00-04:00","iso_date":"2026-06-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680409":{"id":"680409","type":"image","title":"DSC05583.jpg","body":"\u003Cp\u003EAssociate Professor Tushar Krishna (center) and members of his research team \u2014 William Won (recently graduated, now at AMD), Changhai Man, Hanjiang Wu, and Jinsun Yoo \u2014 have announced Chakra, a new shared platform for understanding and improving complex AI systems.\u003C\/p\u003E","created":"1780497224","gmt_created":"2026-06-03 14:33:44","changed":"1780497224","gmt_changed":"2026-06-03 14:33:44","alt":"Associate Professor Tushar Krishna (center) and members of his research team \u2014 William Won (recently graduated, now at AMD), Changhai Man, Hanjiang Wu, and Jinsun Yoo \u2014 have announced Chakra, a new shared platform for understanding and improving complex AI systems.","file":{"fid":"264665","name":"DSC05583.jpg","image_path":"\/sites\/default\/files\/2026\/06\/03\/DSC05583.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/03\/DSC05583.jpg","mime":"image\/jpeg","size":1141078,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/03\/DSC05583.jpg?itok=Y0JL6Acd"}}},"media_ids":["680409"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"145","name":"Engineering"},{"id":"194609","name":"Industry"},{"id":"135","name":"Research"}],"keywords":[{"id":"195159","name":"Chakra"},{"id":"173453","name":"Tushar Krishna"},{"id":"193101","name":"MLCommons"},{"id":"195160","name":"AI systems"},{"id":"11444","name":"benchmarking"},{"id":"195161","name":"execution trace"},{"id":"170894","name":"standards"},{"id":"185447","name":"ASTRA-sim"},{"id":"195162","name":"AI Makerspace"},{"id":"139771","name":"Arijit Raychowdhury"}],"core_research_areas":[{"id":"39431","name":"Data Engineering and Science"},{"id":"39541","name":"Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EDan Watson\u003C\/p\u003E","format":"limited_html"}],"email":["dwatson71@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690572":{"#nid":"690572","#data":{"type":"news","title":"Joel Kostka to Lead Coastal Marsh Restoration Study in Georgia","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/joel-kostka\u0022\u003EJoel Kostka\u003C\/a\u003E,\u0026nbsp;Tom and Marie Patton Distinguished Professor from the\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E and director of\u0026nbsp;\u003Ca href=\u0022https:\/\/cos.gatech.edu\/georgias-tomorrow\u0022\u003E\u003Cstrong\u003EGeorgia Tech for Georgia\u2019s Tomorrow (GT\u00b2)\u003C\/strong\u003E\u003C\/a\u003E,\u0026nbsp;will lead a new research project aimed at strengthening coastal marsh restoration efforts along Georgia\u2019s coast.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EHis project was selected through a competitive, peer-reviewed process involving scientific experts, state and local resource managers, and coastal community stakeholders as part of a biennial research competition sponsored by the\u0026nbsp;\u003Ca href=\u0022https:\/\/gacoast.uga.edu\/research\/biennial-funding\/\u0022\u003EUniversity of Georgia\u2019s Marine Extension and Georgia Sea Grant\u003C\/a\u003E, supported by the\u003Ca href=\u0022https:\/\/seagrant.noaa.gov\/\u0022\u003E\u0026nbsp;NOAA National Sea Grant College Program\u003C\/a\u003E.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cI am excited to continue to contribute to Sea Grant\u2019s critical mission of research that strengthens the resilience of coastal ecosystems,\u201d says Kostka.\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EStrengthening Coastal Marsh Restoration\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EKostka\u2019s team will examine how locally sourced Spartina plants and beneficial root-associated microbes can improve marsh restoration outcomes. The research will evaluate plant growth, stress tolerance, and field performance to identify practical, scalable strategies for supporting coastal ecosystems.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ESelected projects are intended to \u201cadvance the understanding, management, and strategic use of Georgia\u2019s coastal and marine resources,\u201d while producing results that address coastal management needs and remain accessible to communities, according to an\u0026nbsp;\u003Ca href=\u0022https:\/\/gacoast.uga.edu\/marine-extension-georgia-sea-grant-funds-coastal-research\/\u0022\u003Earticle\u003C\/a\u003E from Marine Extension and Georgia Sea Grant. In addition to faculty from Georgia Tech,\u0026nbsp;the 2026 research awards will support investigators from Georgia Southern University and Savannah State University.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EKostka\u2019s project will advance marsh restoration along Georgia\u2019s coast through applied research and local collaboration.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Kostka\u2019s project will advance marsh restoration along Georgia\u2019s coast through applied research and local collaboration."}],"uid":"36607","created_gmt":"2026-06-01 13:22:21","changed_gmt":"2026-06-01 16:52:36","author":"ls67","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-01T00:00:00-04:00","iso_date":"2026-06-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680387":{"id":"680387","type":"image","title":"Joel Kostka","body":"\u003Cp\u003EJoel Kostka\u003C\/p\u003E","created":"1780320216","gmt_created":"2026-06-01 13:23:36","changed":"1780320216","gmt_changed":"2026-06-01 13:23:36","alt":"man in front of Georgia Tech campus","file":{"fid":"264643","name":"GT-COS-Joel-Kostka-copy.png","image_path":"\/sites\/default\/files\/2026\/06\/01\/GT-COS-Joel-Kostka-copy.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/01\/GT-COS-Joel-Kostka-copy.png","mime":"image\/png","size":4153062,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/01\/GT-COS-Joel-Kostka-copy.png?itok=hbURNwYJ"}},"680388":{"id":"680388","type":"image","title":"Native Spartina grasses anchor Georgia\u2019s coastal marshes, the focus of a new study exploring how plants and root microbes can improve restoration success.","body":"\u003Cdiv\u003ENative Spartina grasses anchor Georgia\u2019s coastal marshes, the focus of a new study exploring how plants and root microbes can improve restoration success.\u003C\/div\u003E","created":"1780320655","gmt_created":"2026-06-01 13:30:55","changed":"1780321156","gmt_changed":"2026-06-01 13:39:16","alt":"A marsh surrounded by grass","file":{"fid":"264644","name":"kostka_saltmarsh_2-copy.jpeg","image_path":"\/sites\/default\/files\/2026\/06\/01\/kostka_saltmarsh_2-copy.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/01\/kostka_saltmarsh_2-copy.jpeg","mime":"image\/jpeg","size":970227,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/01\/kostka_saltmarsh_2-copy.jpeg?itok=gYOJ3jKP"}}},"media_ids":["680387","680388"],"related_links":[{"url":"https:\/\/eas.gatech.edu\/news\/18\/georgias-tomorrow-awarded-national-climate-resilience-grant","title":"Georgia\u2019s Tomorrow Awarded National Climate Resilience Grant"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"154","name":"Environment"},{"id":"135","name":"Research"},{"id":"194611","name":"State Impact"}],"keywords":[{"id":"194631","name":"cos-georgia"},{"id":"192254","name":"cos-climate"},{"id":"193679","name":"coastal salt marshes"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003ELaura S. Smith\u003C\/p\u003E","format":"limited_html"}],"email":["laura.smith@cos.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690188":{"#nid":"690188","#data":{"type":"news","title":"What\u2019s in the Price of a Gallon of Gas?","body":[{"value":"\u003Cp\u003EThe U.S. Energy Information Administration expects nationwide retail gasoline prices to \u003Ca href=\u0022https:\/\/www.eia.gov\/outlooks\/steo\/\u0022\u003Eaverage near $4.30 a gallon\u003C\/a\u003E for April 2026 \u2013 the highest monthly average of the year. The political response has been familiar. Georgia has \u003Ca href=\u0022https:\/\/www.multistate.us\/insider\/2026\/4\/6\/lawmakers-push-fuel-tax-relief-amid-rising-gas-costs\u0022\u003Esuspended its state gas tax\u003C\/a\u003E, other states are weighing their own tax holidays, and the White House has issued a \u003Ca href=\u0022https:\/\/www.marketplace.org\/story\/2026\/03\/19\/waiving-the-jones-act-will-boost-the-number-of-ships-available-to-transport-oil-in-the-us\u0022\u003Etemporary waiver of a law known as the Jones Act\u003C\/a\u003E in hopes of moving more domestic fuel to East Coast ports.\u003C\/p\u003E\u003Cp\u003EAs an \u003Ca href=\u0022https:\/\/scholar.google.com\/citations?user=jjvorcAAAAAJ\u0026amp;hl=en\u0026amp;oi=ao\u0022\u003Eenergy economist\u003C\/a\u003E, I am often asked about what contributes to gas prices and what different policies can do to affect them.\u003C\/p\u003E\u003Cp\u003EThe price of a retail gallon of gas is the sum of four things: the cost of crude oil, refining, distribution and marketing, and taxes.\u003C\/p\u003E\u003Cp\u003EIn nationwide figures from January 2026, crude oil accounted for \u003Ca href=\u0022https:\/\/www.eia.gov\/petroleum\/gasdiesel\/\u0022\u003Eabout 51% of the pump price\u003C\/a\u003E, refining roughly 20%, distribution and marketing about 11% and taxes about 18%. That mix shifts with conditions: When crude oil prices spike, that can drive more than 60% of the price; when the price drops, taxes and logistics are larger shares of the cost.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ECrude Oil is the Biggest Ingredient\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EBecause the price of crude oil is the largest element, most of the price at the pump is derived from the global oil market.\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003EThis site is protected by reCAPTCHA and the Google \u003Ca href=\u0022https:\/\/policies.google.com\/privacy\u0022\u003EPrivacy Policy\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/policies.google.com\/terms\u0022\u003ETerms of Service\u003C\/a\u003E apply.\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cp\u003EUsually, \u003Ca href=\u0022http:\/\/doi.org\/10.1257\/aer.99.3.1053\u0022\u003Ebig swings in crude prices\u003C\/a\u003E come mainly from shifts in global demand and expectations \u2013 not from supply disruptions, according to widely cited research in 2009 by the economist Lutz Kilian.\u003C\/p\u003E\u003Cp\u003EBut what is happening in early 2026 with the war in Iran is one of the exceptions: a \u003Ca href=\u0022https:\/\/theconversation.com\/us-is-less-prone-to-oil-price-shocks-than-in-past-decades-277709\u0022\u003Eclassic supply shock\u003C\/a\u003E. \u003Ca href=\u0022https:\/\/www.iea.org\/reports\/oil-market-report-april-2026\u0022\u003ESevere disruptions to shipping through the Strait of Hormuz\u003C\/a\u003E and attacks on Middle East oil infrastructure have taken millions of barrels a day off the global market.\u003C\/p\u003E\u003Cp\u003EMost drivers generally can\u2019t quickly reduce how much they drive or how much gas they use when prices rise, so \u003Ca href=\u0022https:\/\/www.dallasfed.org\/research\/economics\/2020\/0616\u0022\u003Egasoline demand doesn\u2019t change much in the short run\u003C\/a\u003E. That means a jump in crude costs tends to result in people paying more rather than driving less.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ERefining, Regulations, and the California Puzzle\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003ERefining turns crude into gasoline at industrial scale. The U.S. doesn\u2019t have a single gasoline market, though. Roughly \u003Ca href=\u0022https:\/\/www.epa.gov\/gasoline-standards\/reformulated-gasoline\u0022\u003Ea quarter of U.S. gasoline\u003C\/a\u003E is a cleaner-burning blend of petroleum-derived chemicals called \u201c\u003Ca href=\u0022https:\/\/www.epa.gov\/gasoline-standards\/reformulated-gasoline\u0022\u003Ereformulated gasoline\u003C\/a\u003E,\u201d which is required in urban areas across 17 states and the District of Columbia to reduce smog.\u003C\/p\u003E\u003Cp\u003ECalifornia uses an \u003Ca href=\u0022https:\/\/ww2.arb.ca.gov\/our-work\/programs\/fuels-enforcment-program\/california-reformulated-gasoline\u0022\u003Eeven stricter formulation\u003C\/a\u003E that few out-of-state refineries make. California is also geographically isolated: No pipelines bring gasoline in from other U.S. refining regions.\u003C\/p\u003E\u003Cp\u003ECalifornia\u2019s gasoline prices have long run above the national average, explained in part by \u003Ca href=\u0022https:\/\/www.eia.gov\/todayinenergy\/detail.php?id=65184\u0022\u003Ehigher state taxes\u003C\/a\u003E and stricter environmental rules. But since a \u003Ca href=\u0022https:\/\/www.csb.gov\/exxonmobil-torrance-refinery-explosion-\/\u0022\u003Erefinery fire in Torrance, California, in 2015\u003C\/a\u003E reduced production capacity, the state\u2019s prices have been \u003Ca href=\u0022https:\/\/haas.berkeley.edu\/energy-institute\/about\/in-the-media\/mystery-gasoline-surcharge\/\u0022\u003Eabout 20 to 30 cents a gallon\u003C\/a\u003E higher than what those factors would indicate.\u003C\/p\u003E\u003Cp\u003EEnergy economist and University of California, Berkeley, professor Severin Borenstein has called this the \u201c\u003Ca href=\u0022https:\/\/haas.berkeley.edu\/energy-institute\/about\/in-the-media\/mystery-gasoline-surcharge\/\u0022\u003Emystery gasoline surcharge\u003C\/a\u003E\u201d and attributes it to the fact that there isn\u2019t as much competition between refineries or gas stations in California as in other states. California\u2019s own Division of Petroleum Market Oversight says the surcharge cost the state\u2019s drivers \u003Ca href=\u0022https:\/\/www.energy.ca.gov\/publications\/2025\/division-petroleum-market-oversight-2024-annual-report\u0022\u003Eabout $59 billion from 2015 to 2024\u003C\/a\u003E. It\u2019s not exactly clear who is getting that money, but it could be \u003Ca href=\u0022https:\/\/energyathaas.wordpress.com\/2023\/01\/09\/whats-the-matter-with-californias-gasoline-prices\/\u0022\u003Egas stations themselves or refineries\u003C\/a\u003E, through complex contracts with gas stations.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EGetting the Gas Into Your Car\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EThe distribution and marketing category covers the costs of everything involved in getting the gasoline from the refinery gate to your tank.\u003C\/p\u003E\u003Cp\u003EGasoline moves by pipeline, ship, rail and truck to wholesale terminals, and then by local delivery truck to service stations.\u003C\/p\u003E\u003Cp\u003EAt the retailer\u2019s end, the key factors are station rent and labor, the cost to buy gasoline in bulk to be able to sell it, \u003Ca href=\u0022https:\/\/www.nerdwallet.com\/credit-cards\/learn\/what-are-credit-card-interchange-fees\u0022\u003Ecredit card fees\u003C\/a\u003E of as much as 6 to 10 cents a gallon at current prices, and franchise fees paid to the national brand, such as Sunoco or ExxonMobil, for permission to put their branding on the gas station.\u003C\/p\u003E\u003Cp\u003EMost gas station operators net \u003Ca href=\u0022https:\/\/www.convenience.org\/Media\/conveniencecorner\/Who-Makes-Money-Selling-Gas\u0022\u003Eonly a few cents per gallon\u003C\/a\u003E on fuel itself \u2013 which is why many gas stations are really convenience stores with pumps out front. Borenstein and some of his collaborators have also documented that \u003Ca href=\u0022https:\/\/doi.org\/10.1162\/003355397555118\u0022\u003Eretail gas prices rise quickly\u003C\/a\u003E when wholesale costs climb but fall slowly when wholesale costs drop.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EThe Question of Gas Tax Holidays\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EThe federal government charges a tax on fuel, of \u003Ca href=\u0022https:\/\/www.eia.gov\/tools\/faqs\/faq.php?id=10\u0026amp;t=5\u0022\u003E18.4 cents a gallon for gasoline\u003C\/a\u003E and 24.3 cents a gallon for diesel. States charge their own taxes, ranging from \u003Ca href=\u0022https:\/\/taxfoundation.org\/data\/all\/state\/gas-taxes-state\/\u0022\u003E70.9 cents a gallon for gas\u003C\/a\u003E in California to 8.95 cents in Alaska.\u003C\/p\u003E\u003Cp\u003EWhen gas prices rise, many politicians start talking about temporarily suspending their state\u2019s gas tax. That does reduce prices, but not as much as politicians \u2013 or consumers \u2013 might hope. Research on past gas tax holidays has found that consumers get \u003Ca href=\u0022https:\/\/budgetmodel.wharton.upenn.edu\/issues\/2022\/6\/15\/effects-of-a-state-gasoline-tax-holiday\u0022\u003Eabout 79% of the reduction\u003C\/a\u003E in gas taxes. That means oil companies and fuel retailers keep about one-fifth of the tax cut for themselves rather than passing that savings to the public.\u003C\/p\u003E\u003Cp\u003EGas tax holidays also reduce funding for what the \u003Ca href=\u0022https:\/\/blog.turbotax.intuit.com\/tax-deductions-and-credits-2\/the-highs-and-lows-of-gasoline-tax-15098\/\u0022\u003Etaxes are designed to pay for\u003C\/a\u003E, typically roads and bridges. That pushes road and bridge upkeep costs onto future drivers and general taxpayers.\u003C\/p\u003E\u003Cp\u003EThere is an additional problem, too: Taxes on gasoline are supposed to charge drivers for some of the \u003Ca href=\u0022https:\/\/www.nber.org\/papers\/w14685\u0022\u003Ecosts their driving imposes on everyone else\u003C\/a\u003E \u2013 carbon emissions, local air pollution, congestion and crashes. But Borenstein has found that U.S. fuel tax levels are already \u003Ca href=\u0022https:\/\/energyathaas.wordpress.com\/2022\/02\/28\/cut-the-electricity-tax-not-the-gas-tax\/\u0022\u003Efar below the true cost to society\u003C\/a\u003E. Removing the tax on drivers effectively raises the costs for everyone else.\u003C\/p\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Ch2\u003E\u003Cstrong\u003EThe Jones Act: A Small Number That Adds Up\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EThe \u003Ca href=\u0022https:\/\/theconversation.com\/soaring-gas-prices-prompt-trump-to-ease-oil-tanker-rules-how-waiving-the-jones-act-affects-what-you-pay-at-the-pump-278387\u0022\u003E1920 Jones Act\u003C\/a\u003E is a federal law that requires cargo moving between U.S. ports to travel on vessels built and registered in the U.S., owned by U.S. citizens, and crewed primarily by U.S. citizens and permanent residents. Of the world\u2019s 7,500 oil tankers, \u003Ca href=\u0022https:\/\/www.washingtonpost.com\/opinions\/2026\/03\/18\/jones-act-suspended-shipping-oil\/\u0022\u003Eonly 54 meet this requirement\u003C\/a\u003E. \u003Ca href=\u0022https:\/\/www.cato.org\/blog\/jones-act-forces-us-gasoline-take-long-way-home\u0022\u003EOnly 43 of these\u003C\/a\u003E can transport refined fuels such as gasoline.\u003C\/p\u003E\u003Cp\u003ESo, despite significant refining capacity on the Gulf Coast, some U.S. gasoline is exported overseas even as the Northeast imports fuel, in part reflecting the \u003Ca href=\u0022https:\/\/www.eia.gov\/analysis\/transportationfuels\/padd1n3\/\u0022\u003Erelatively high cost of moving fuel\u003C\/a\u003E between U.S. ports.\u003C\/p\u003E\u003Cp\u003EEconomists Ryan Kellogg and Rich Sweeney estimate that the law \u003Ca href=\u0022https:\/\/www.nber.org\/papers\/w31938\u0022\u003Eraises East Coast gasoline prices by about a penny and a half per gallon\u003C\/a\u003E on average, costing drivers roughly $770 million a year. In light of the war\u2019s effect on gas prices, the Trump administration has \u003Ca href=\u0022https:\/\/theconversation.com\/soaring-gas-prices-prompt-trump-to-ease-oil-tanker-rules-how-waiving-the-jones-act-affects-what-you-pay-at-the-pump-278387\u0022\u003Etemporarily suspended the Jones Act requirements\u003C\/a\u003E \u2013 an action more commonly taken when \u003Ca href=\u0022https:\/\/www.dhs.gov\/publication\/september-2017-jones-act-waivers\u0022\u003Ehurricanes knock out Gulf Coast refineries and pipeline networks\u003C\/a\u003E.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EWhat Moves the Number\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EThe result of all these factors is that the price that drivers see at the pump mostly reflects the global price of crude, plus a stack of domestic costs, only some of which are inefficient.\u003C\/p\u003E\u003Cp\u003ETax holidays give a partial, short-lived rebate. Jones Act waivers trim pennies, though permanent repeal may cause more fundamental changes, such as \u003Ca href=\u0022https:\/\/www.cato.org\/publications\/policy-analysis\/jones-act-burden-america-can-no-longer-bear\u0022\u003Ereduced rail and truck transport of all goods\u003C\/a\u003E, which could lower costs, emissions and infrastructure damage associated with cargo transportation. Harmonizing fuel blends across states and seasons may lower prices somewhat, but likely at the expense of increased emissions.\u003C\/p\u003E\u003Cp\u003EUltimately, the best protection against oil price shocks is a more efficient gas-burning vehicle, or \u003Ca href=\u0022https:\/\/www.cnbc.com\/2026\/04\/02\/evs-autos-energy-oil-iran-war-electric-transport-fossil-fuels.html\u0022\u003Eone that doesn\u2019t burn gasoline\u003C\/a\u003E at all. In the meantime, the best I can offer as an economist is clarity about what that $4.30 actually buys.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis article is republished from \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EThe Conversation\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E under a Creative Commons license. Read the \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/whats-in-the-price-of-a-gallon-of-gas-281494\u0022\u003E\u003Cem\u003E\u003Cstrong\u003Eoriginal article\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E.\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech energy economist Bobby Harris said U.S. gasoline prices are driven mainly by crude oil costs, with refining, distribution and taxes accounting for a smaller and shifting share of what consumers pay at the pump.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech energy economist Bobby Harris said U.S. gasoline prices are driven mainly by crude oil costs, with refining, distribution and taxes accounting for a smaller and shifting share of what consumers pay at the pump. "}],"uid":"36413","created_gmt":"2026-05-07 13:46:11","changed_gmt":"2026-06-01 14:59:37","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-01T00:00:00-04:00","iso_date":"2026-05-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680213":{"id":"680213","type":"image","title":"What-s-inthepriceofagallonofgas.jpeg","body":"\u003Cp\u003EGas prices were well over $4 a gallon on April 28, 2026, in Brooklyn, N.Y. \u003Ca href=\u0022https:\/\/www.gettyimages.com\/detail\/news-photo\/fuel-prices-are-displayed-at-a-brooklyn-gas-station-on-news-photo\/2273575764\u0022\u003ESpencer Platt\/Getty Images\u003C\/a\u003E\u003C\/p\u003E","created":"1778162898","gmt_created":"2026-05-07 14:08:18","changed":"1778162898","gmt_changed":"2026-05-07 14:08:18","alt":"A person filling gas in his car with the gas prices shown in the foreground","file":{"fid":"264457","name":"What-s-inthepriceofagallonofgas.jpeg","image_path":"\/sites\/default\/files\/2026\/05\/07\/What-s-inthepriceofagallonofgas.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/07\/What-s-inthepriceofagallonofgas.jpeg","mime":"image\/jpeg","size":243115,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/07\/What-s-inthepriceofagallonofgas.jpeg?itok=ROlYqpjU"}},"680212":{"id":"680212","type":"image","title":"the-cost-of-crude-oil-is-a-key-driver-of-gas-and-diesel-prices.png","body":"\u003Cdiv\u003E\u003Cem\u003EAs of January 2026.\u003C\/em\u003E\u003C\/div\u003E\u003Cdiv\u003EChart: The Conversation, CC-BY-ND Source: \u003Ca href=\u0022https:\/\/www.eia.gov\/petroleum\/gasdiesel\/\u0022 rel=\u0022nofollow noopener\u0022 target=\u0022_blank\u0022\u003EU.S. Energy Information Administration\u003C\/a\u003E \u003Ca href=\u0022javascript:void(0)\u0022 target=\u0022_self\u0022\u003EGet the data\u003C\/a\u003E \u003Ca href=\u0022https:\/\/datawrapper.dwcdn.net\/CnmrT\/1\/#embed\u0022\u003EEmbed\u003C\/a\u003E \u0026nbsp;\u003Ca href=\u0022https:\/\/datawrapper.dwcdn.net\/CnmrT\/full.png\u0022\u003EDownload image\u003C\/a\u003E Created with \u003Ca href=\u0022https:\/\/www.datawrapper.de\/_\/CnmrT\u0022 rel=\u0022noopener\u0022 target=\u0022_blank\u0022\u003EDatawrapper\u003C\/a\u003E\u003C\/div\u003E","created":"1778162088","gmt_created":"2026-05-07 13:54:48","changed":"1778162088","gmt_changed":"2026-05-07 13:54:48","alt":"Chart showing cost distribution of crude oil, refining, marketing and distribution and taxes for gas and diesel","file":{"fid":"264456","name":"the-cost-of-crude-oil-is-a-key-driver-of-gas-and-diesel-prices.png","image_path":"\/sites\/default\/files\/2026\/05\/07\/the-cost-of-crude-oil-is-a-key-driver-of-gas-and-diesel-prices_0.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/07\/the-cost-of-crude-oil-is-a-key-driver-of-gas-and-diesel-prices_0.png","mime":"image\/png","size":81655,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/07\/the-cost-of-crude-oil-is-a-key-driver-of-gas-and-diesel-prices_0.png?itok=p_-8Gzh1"}},"680210":{"id":"680210","type":"image","title":"BobbyHarris-file-20260429-57-ux2drz.jpeg","body":"\u003Cp\u003EA tanker truck delivers fuel to a gas station. \u003Ca href=\u0022https:\/\/newsroom.ap.org\/detail\/IranUSOil\/aa65c07d8aa34344acfa1aa5bcfda39c\/photo\u0022\u003EAP Photo\/Erin Hooley\u003C\/a\u003E\u003C\/p\u003E","created":"1778161952","gmt_created":"2026-05-07 13:52:32","changed":"1778161952","gmt_changed":"2026-05-07 13:52:32","alt":"A tanker truck delivers fuel to a gas station. AP Photo\/Erin Hooley","file":{"fid":"264454","name":"BobbyHarris-file-20260429-57-ux2drz.jpeg","image_path":"\/sites\/default\/files\/2026\/05\/07\/BobbyHarris-file-20260429-57-ux2drz.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/07\/BobbyHarris-file-20260429-57-ux2drz.jpeg","mime":"image\/jpeg","size":101295,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/07\/BobbyHarris-file-20260429-57-ux2drz.jpeg?itok=SkqSopUw"}},"680211":{"id":"680211","type":"image","title":"BobbyHarris-file-20260318-71-tw0cca.jpeg","body":"\u003Cp\u003ESuspending the Jones Act allows foreign-based oil tankers to sail between U.S. ports. \u003Ca href=\u0022https:\/\/newsroom.ap.org\/detail\/OilPrices\/773825116ccd4cf8943c40836038be54\/photo?vs=false\u0026amp;currentItemNo=25\u0026amp;startingItemNo=0\u0022\u003EAP Photo\/Eric Gay\u003C\/a\u003E\u003C\/p\u003E","created":"1778161998","gmt_created":"2026-05-07 13:53:18","changed":"1778161998","gmt_changed":"2026-05-07 13:53:18","alt":"An oil tanker ship with the sun in the background and a man with a cap with a fishing poll in the foreground","file":{"fid":"264455","name":"BobbyHarris-file-20260318-71-tw0cca.jpeg","image_path":"\/sites\/default\/files\/2026\/05\/07\/BobbyHarris-file-20260318-71-tw0cca.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/07\/BobbyHarris-file-20260318-71-tw0cca.jpeg","mime":"image\/jpeg","size":127210,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/07\/BobbyHarris-file-20260318-71-tw0cca.jpeg?itok=1ZUJVvv4"}}},"media_ids":["680213","680212","680210","680211"],"related_links":[{"url":"https:\/\/theconversation.com\/whats-in-the-price-of-a-gallon-of-gas-281494","title":"Original Article 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"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39511","name":"Public Service, Leadership, and Policy"}],"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:\u0026nbsp;\u003C\/h5\u003E\u003Cdiv\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/profiles\/robert-i-harris-2669057\u0022 rel=\u0022author\u0022\u003E\u003Cstrong\u003ERobert I. Harris\u003C\/strong\u003E\u003C\/a\u003E\u003C\/div\u003E\u003Cp\u003EAssistant Professor of Economics, Georgia Institute of Technology\u003C\/p\u003E\u003Ch5\u003EMedia Contact:\u003C\/h5\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:shelley.wunder-smith@research.gatech.edu\u0022\u003E\u003Cstrong\u003EShelley Wunder-Smith\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003Cbr\u003EDirector of Research Communications\u003Cbr\u003EGeorgia Institute of Technology\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690525":{"#nid":"690525","#data":{"type":"news","title":"New Framework Enhances AR Experience by Predicting Where Users Will Look","body":[{"value":"\u003Cp\u003EAugmented reality (AR) devices like smart glasses may soon be able to predict where a user will look and provide an enhanced interactive experience.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/fkryan.github.io\/\u0022\u003E\u003Cstrong\u003EFiona Ryan\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student in Georgia Tech\u2019s School of Interactive Computing, is pioneering research that tracks and predicts user gaze from a first-person perspective in 3D environments.\u003C\/p\u003E\u003Cp\u003ECurrently, most AR devices react to where users look, playing catch-up. Ryan\u2019s method could give these devices a heads-up and make the user experience more seamless.\u003C\/p\u003E\u003Cp\u003E\u201cIt allows an AR system to anticipate what the person will interact with next and where they\u2019re going to look next so it can proactively render the experience,\u201d she said.\u003C\/p\u003E\u003Cp\u003ERyan is the lead author of the paper \u003Cem\u003EForecasting 3D Scanpaths in Egocentric Video,\u003C\/em\u003E which she will present next week at the\u0026nbsp;\u003Ca href=\u0022https:\/\/cvpr.thecvf.com\/\u0022\u003EIEEE Conference on Computer Vision and Pattern Recognition\u003C\/a\u003E (CVPR) in Denver.\u003C\/p\u003E\u003Cp\u003EWhile there is existing research on predicting user gaze from 2D still images, her work is the first to address the issue through a 3D framework.\u003C\/p\u003E\u003Cp\u003E\u201cBecause we live in a 3D world and people are dynamically moving around from multiple points of view, we need to predict gaze in 3D rather than 2D,\u201d she said. \u201cWhat we\u2019re seeing is a path of the person\u2019s attention in 3D through space. Our paper is the first to attempt to model this.\u201d\u003C\/p\u003E\u003Cp\u003ERyan conducted most of the research while interning at Meta, where she used data from Meta\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/www.projectaria.com\/datasets\/adt\/\u0022\u003EAria Digital Twin dataset\u003C\/a\u003E. The dataset contains first-person video footage of users interacting with objects in an apartment.\u003C\/p\u003E\u003Cp\u003E\u201cWe chose that dataset because it has a high-fidelity 3D reconstruction of a full environment, which helps us get a ground-truth 3D gaze,\u201d she said. \u201cWe can trace eye movement and see how it intersects with the environment.\u201d\u003C\/p\u003E\u003Cp\u003EA video demonstration of Ryan\u2019s work shows her software tracking a user\u2019s path toward a table with a cup on it. Once the user picks up the cup, the software correctly predicts the direction the user will turn next.\u003C\/p\u003E\u003Cp\u003E\u201cWhen we look at a scene, we don\u2019t take in everything in full detail all at once,\u201d she said. \u201cWe fixate on certain areas, and our gaze is a sequence of fixations, which might depend on what we\u2019re trying to do. If we want to pick up a cup, we might look toward that and then the next step would be looking at where we\u2019re going to put it down.\u201d\u003C\/p\u003E\u003Cp\u003ERyan said the software can predict, on average, up to three seconds into the future \u2014 and as far as 10 seconds in some cases. That\u2019s enough time for the AR system to proactively render a more enhanced environment.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re not looking that far into the future right now, but it would be interesting to explore longer forecasting windows,\u201d she said. \u201cI think potential futures would diverge pretty quickly, so we\u2019re trying to explore what can reasonably be predicted from a short segment of a person looking and moving through space.\u201d\u003C\/p\u003E\u003Cp\u003ERyan said her paper served as a proof-of-concept, and that there is still much future work to be done. She already has some ideas.\u003C\/p\u003E\u003Cp\u003E\u201cI think future models can include different scenarios to help narrow down possibilities. Sometimes a person\u2019s gaze stays on one thing for a long time. If we know what someone is trying to do, we\u2019ll have a better idea of the likely path their attention might go.\u201d\u003C\/p\u003E\u003Cp\u003EThere could also be future implications for her work in robotics research.\u003C\/p\u003E\u003Cp\u003E\u201cIt could potentially be used for training algorithms for robots to emulate active human perception. If we can understand what a person looks at as they perform a task, we could use that to facilitate a robot learning to do that same task.\u201d\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EPh.D. student Fiona Ryan has created a new framework for tracking and predicting user gaze in Augmented Reality devices. If these devices know where a user will look next, it can proactively display information and interactive features more seamlessly.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ph.D. student Fiona Ryan has created a new framework for tracking and predicting user gaze in Augmented Reality devices"}],"uid":"36530","created_gmt":"2026-05-27 21:15:00","changed_gmt":"2026-05-27 21:16:17","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-27T00:00:00-04:00","iso_date":"2026-05-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680364":{"id":"680364","type":"image","title":"IMG_2114.JPG","body":null,"created":"1779916518","gmt_created":"2026-05-27 21:15:18","changed":"1779916518","gmt_changed":"2026-05-27 21:15:18","alt":"Fiona Ryan","file":{"fid":"264620","name":"IMG_2114.JPG","image_path":"\/sites\/default\/files\/2026\/05\/27\/IMG_2114.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/27\/IMG_2114.JPG","mime":"image\/jpeg","size":100549,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/27\/IMG_2114.JPG?itok=uM3cBtPX"}}},"media_ids":["680364"],"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":"135","name":"Research"}],"keywords":[{"id":"188776","name":"go-research"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"1597","name":"Augmented Reality"},{"id":"11506","name":"computer vision"},{"id":"183308","name":"smart glasses"}],"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":""}},"690524":{"#nid":"690524","#data":{"type":"news","title":"New Framework Enhances AR Experience by Predicting Where Users Will Look","body":[{"value":"\u003Cp\u003EAugmented reality (AR) devices like smart glasses may soon be able to predict where a user will look and provide an enhanced interactive experience.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/fkryan.github.io\/\u0022\u003E\u003Cstrong\u003EFiona Ryan\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student in Georgia Tech\u2019s School of Interactive Computing, is pioneering research that tracks and predicts user gaze from a first-person perspective in 3D environments.\u003C\/p\u003E\u003Cp\u003ECurrently, most AR devices react to where users look, playing catch-up. Ryan\u2019s method could give these devices a heads-up and make the user experience more seamless.\u003C\/p\u003E\u003Cp\u003E\u201cIt allows an AR system to anticipate what the person will interact with next and where they\u2019re going to look next so it can proactively render the experience,\u201d she said.\u003C\/p\u003E\u003Cp\u003ERyan is the lead author of the paper \u003Cem\u003EForecasting 3D Scanpaths in Egocentric Video,\u003C\/em\u003E which she will present next week at the\u0026nbsp;\u003Ca href=\u0022https:\/\/cvpr.thecvf.com\/\u0022\u003EIEEE Conference on Computer Vision and Pattern Recognition\u003C\/a\u003E (CVPR) in Denver.\u003C\/p\u003E\u003Cp\u003EWhile there is existing research on predicting user gaze from 2D still images, her work is the first to address the issue through a 3D framework.\u003C\/p\u003E\u003Cp\u003E\u201cBecause we live in a 3D world and people are dynamically moving around from multiple points of view, we need to predict gaze in 3D rather than 2D,\u201d she said. \u201cWhat we\u2019re seeing is a path of the person\u2019s attention in 3D through space. Our paper is the first to attempt to model this.\u201d\u003C\/p\u003E\u003Cp\u003ERyan conducted most of the research while interning at Meta, where she used data from Meta\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/www.projectaria.com\/datasets\/adt\/\u0022\u003EAria Digital Twin dataset\u003C\/a\u003E. The dataset contains first-person video footage of users interacting with objects in an apartment.\u003C\/p\u003E\u003Cp\u003E\u201cWe chose that dataset because it has a high-fidelity 3D reconstruction of a full environment, which helps us get a ground-truth 3D gaze,\u201d she said. \u201cWe can trace eye movement and see how it intersects with the environment.\u201d\u003C\/p\u003E\u003Cp\u003EA video demonstration of Ryan\u2019s work shows her software tracking a user\u2019s path toward a table with a cup on it. Once the user picks up the cup, the software correctly predicts the direction the user will turn next.\u003C\/p\u003E\u003Cp\u003E\u201cWhen we look at a scene, we don\u2019t take in everything in full detail all at once,\u201d she said. \u201cWe fixate on certain areas, and our gaze is a sequence of fixations, which might depend on what we\u2019re trying to do. If we want to pick up a cup, we might look toward that and then the next step would be looking at where we\u2019re going to put it down.\u201d\u003C\/p\u003E\u003Cp\u003ERyan said the software can predict, on average, up to three seconds into the future \u2014 and as far as 10 seconds in some cases. That\u2019s enough time for the AR system to proactively render a more enhanced environment.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re not looking that far into the future right now, but it would be interesting to explore longer forecasting windows,\u201d she said. \u201cI think potential futures would diverge pretty quickly, so we\u2019re trying to explore what can reasonably be predicted from a short segment of a person looking and moving through space.\u201d\u003C\/p\u003E\u003Cp\u003ERyan said her paper served as a proof-of-concept, and that there is still much future work to be done. She already has some ideas.\u003C\/p\u003E\u003Cp\u003E\u201cI think future models can include different scenarios to help narrow down possibilities. Sometimes a person\u2019s gaze stays on one thing for a long time. If we know what someone is trying to do, we\u2019ll have a better idea of the likely path their attention might go.\u201d\u003C\/p\u003E\u003Cp\u003EThere could also be future implications for her work in robotics research.\u003C\/p\u003E\u003Cp\u003E\u201cIt could potentially be used for training algorithms for robots to emulate active human perception. If we can understand what a person looks at as they perform a task, we could use that to facilitate a robot learning to do that same task.\u201d\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EPh.D. student Fiona Ryan has created a new framework for tracking and predicting user gaze in Augmented Reality devices. If these devices know where a user will look next, it can proactively display information and interactive features more seamlessly.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ph.D. student Fiona Ryan has created a new framework for tracking and predicting user gaze in Augmented Reality devices"}],"uid":"36530","created_gmt":"2026-05-27 20:42:33","changed_gmt":"2026-05-27 20:42:33","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-27T00:00:00-04:00","iso_date":"2026-05-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"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":"135","name":"Research"}],"keywords":[{"id":"188776","name":"go-research"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"1597","name":"Augmented Reality"},{"id":"11506","name":"computer vision"},{"id":"183308","name":"smart glasses"}],"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":""}},"690486":{"#nid":"690486","#data":{"type":"news","title":"INTERSECT 2026 Marks a Decade of Impact in Advancing the Southeast\u2019s Energy Policy","body":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s INTERSECT 2026 brought together leading voices in energy on May 18 to explore critical issues in the Southeast\u2019s energy ecosystem. Hosted by the Energy Policy and Innovation Center (\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEPIcenter\u003C\/a\u003E), INTERSECT coincided with the center\u2019s 10th anniversary, reflecting its sustained impact in convening cross-sector leaders to advance regional energy innovation.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWith more than 150 attendees from industry, academia, and research organizations, the event\u2019s high-level engagement underscored the urgency of critical issues facing the energy sector today, including the surging electricity demand, resiliency of the grid, and evolving supply chains, as well as the value of a dedicated space for candid, solutions-oriented dialogue.\u003C\/p\u003E\u003Cp\u003E\u201cINTERSECT 2026 demonstrated the power of bringing together leaders who are actively shaping the future of energy,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/laura-taylor\u0022\u003ELaura Taylor\u003C\/a\u003E, director of EPIcenter. \u201cWhat began as a forum to explore emerging ideas has grown into a critical platform for aligning perspectives and advancing actionable solutions across the Southeast.\u201d\u003C\/p\u003E\u003Cp\u003EThis year\u2019s program focused on real-world implementation challenges, including managing large-scale load growth and coordinating infrastructure investments to meet demand reliably and affordably. \u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/intersect-2026\/\u0022\u003EPanels\u003C\/a\u003E featuring leaders from utilities, global energy corporations, and research organizations emphasized the importance of aligning strategy across sectors to ensure that the Southeast remains competitive and resilient.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.southerncompany.com\/about\/leadership\/chris-womack.html\u0022\u003EChris Womack\u003C\/a\u003E, chairman, president, and CEO of Southern Company, delivered the keynote address, highlighting the unprecedented scale of current energy demands.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cMeeting this moment requires us to think differently \u2014 serving growth while ensuring reliability, resilience, and long-term value for our customers and communities,\u201d said Womack.\u003C\/p\u003E\u003Cp\u003ELaunched in 2017, the inaugural INTERSECT conference marked the launch of EPIcenter itself and established Georgia Tech\u2019s commitment to connecting research, industry insight, and policy development. It focused on the need to bridge the gap between rapidly advancing technologies and slower-moving regulatory and market frameworks, a theme that continues to shape its mission today.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs INTERSECT 2026 concluded, participants pointed to a shared takeaway: With its\u0026nbsp;industrial base, growing population, and integrated energy systems,\u0026nbsp;the Southeast is uniquely positioned to lead in the next phase of the energy transition. With AI-driven power demand and grid infrastructure playing a significant role going forward, it is imperative to bring together the right voices to shape policies and strategies that will connect ideas to action.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s INTERSECT 2026 brought together leading voices in energy on May 18 to explore critical issues in the Southeast\u2019s energy ecosystem. 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QII.","file":{"fid":"264608","name":"IMG_1449.jpg","image_path":"\/sites\/default\/files\/2026\/05\/26\/IMG_1449.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/26\/IMG_1449.jpg","mime":"image\/jpeg","size":2495542,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/26\/IMG_1449.jpg?itok=vr1zD1ce"}},"680352":{"id":"680352","type":"image","title":"IMG_1514.jpg","body":"\u003Cp\u003EModerator Craig Jones (Oglethorpe Power Corporation) with Panelists Lisa Epifani (ClearPath, William Pizer (Resources for the Future) and Brad Townsend (Center for Climate and Energy Solutions)\u003C\/p\u003E","created":"1779847353","gmt_created":"2026-05-27 02:02:33","changed":"1779848242","gmt_changed":"2026-05-27 02:17:22","alt":"Moderator Craig Jones (Oglethorpe Power Corporation) with Panelists Lisa Epifani (ClearPath, William Pizer (Resources for the Future) and Brad Townsend (Center for Climate and Energy 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Corporation)","file":{"fid":"264609","name":"IMG_1464.jpg","image_path":"\/sites\/default\/files\/2026\/05\/26\/IMG_1464.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/26\/IMG_1464.jpg","mime":"image\/jpeg","size":2152246,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/26\/IMG_1464.jpg?itok=Qqri1Y77"}},"680356":{"id":"680356","type":"image","title":"IMG_1536.jpg","body":"\u003Cp\u003EModerator Elaine Johns (Vantage Point Solutions and EnerVision) with Panelists Wayne Gossage (Jefferson Energy Cooperative), Michael Goodroe (Sawnee EMC) and Jeremy Nelms (Flint Energies)\u003C\/p\u003E","created":"1779847849","gmt_created":"2026-05-27 02:10:49","changed":"1779847849","gmt_changed":"2026-05-27 02:10:49","alt":"Moderator Elaine Johns (Vantage Point Solutions and EnerVision) with Panelists Wayne Gossage (Jefferson Energy Cooperative), Michael Goodroe (Sawnee EMC) and Jeremy Nelms (Flint Energies)","file":{"fid":"264610","name":"IMG_1536.jpg","image_path":"\/sites\/default\/files\/2026\/05\/26\/IMG_1536.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/26\/IMG_1536.jpg","mime":"image\/jpeg","size":2400022,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/26\/IMG_1536.jpg?itok=dxTsR50P"}}},"media_ids":["680346","680347","680353","680348","680354","680352","680355","680356"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"144","name":"Energy"},{"id":"194609","name":"Industry"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"},{"id":"133","name":"Special Events and Guest Speakers"}],"keywords":[{"id":"186858","name":"go-sei"}],"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 || Research Communications Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690463":{"#nid":"690463","#data":{"type":"news","title":"Georgia Tech Students Advance Energy, Science Innovation Through National Lab Internships","body":[{"value":"\u003Cp\u003EGeorgia Tech students are gaining hands-on research experience at U.S. national laboratories this summer, reinforcing the Institute\u2019s strong and enduring partnerships across the national lab system.\u003C\/p\u003E\u003Cp\u003EThe highly competitive\u0026nbsp;\u003Ca href=\u0022https:\/\/science.osti.gov\/wdts\/About\/Laboratory-Participants\u0022\u003ELaboratory Placement program\u003C\/a\u003E is a paid opportunity offered through the U.S. Department of Energy\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/science.osti.gov\/wdts\/suli\u0022\u003EScience Undergraduate Laboratory Internships\u003C\/a\u003E. It provides students from a wide range of disciplines an opportunity to contribute to cutting-edge research at leading facilities, including\u0026nbsp;\u003Ca href=\u0022https:\/\/www.anl.gov\/\u0022\u003EArgonne National Laboratory\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.ameslab.gov\/\u0022\u003EAmes National Laboratory\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.lbl.gov\/\u0022\u003ELawrence Berkeley National Laboratory\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nlr.gov\/\u0022\u003ENational Laboratory of the Rockies\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.ornl.gov\/\u0022\u003EOak Ridge National Laboratory\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.pppl.gov\/\u0022\u003EPrinceton Plasma Physics Laboratory\u003C\/a\u003E, and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.srnl.gov\/\u0022\u003ESavannah River National Laboratory\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EThe program\u2019s 2026 cohort includes 16 Georgia Tech students from disciplines such as artificial intelligence, materials science, aerospace engineering, nuclear engineering, chemical engineering, mechanical engineering, and physics. Their research placements reflect the interdisciplinary nature of today\u2019s scientific challenges, with projects covering bioinformatics, high-energy and condensed matter physics, accelerator science, environmental management, and advanced materials.\u003C\/p\u003E\u003Cp\u003EMany of the internships are closely aligned with national energy priorities, with students working in research areas including nuclear energy, hydrogen and chemical systems, materials for energy applications, plasma and fusion sciences, and complex engineered systems.\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech\u2019s deep engagement with the national laboratory system creates unparalleled opportunities for our students to contribute to the future of energy,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/yuanzhi-tang\u0022\u003EYuanzhi Tang\u003C\/a\u003E, executive director of the Strategic Energy Institute. \u201cBy connecting interdisciplinary talent with world-class research environments, we are not only advancing discovery but also shaping the next generation of leaders who will drive secure, sustainable, and resilient energy systems.\u201d\u003C\/p\u003E\u003Cp\u003EWorking alongside national lab scientists, students will not only gain access to world-class facilities but benefit from mentorship and professional networks, while contributing to research critical to national security, economic competitiveness, and a more sustainable energy future.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThese internships demonstrate the strength of Georgia Tech\u2019s relationships across the federal research ecosystem,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/gov.gatech.edu\/staff-directory\u0022\u003ERobert Knotts\u003C\/a\u003E, executive director of Federal Relations in the Office of Institute Relations. \u201cThey provide a direct pathway for students to engage in public service through mission-driven research at national laboratories \u2014 while strengthening connections that are vital to advancing national priorities in energy, security, and innovation.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech students are gaining hands-on research experience at U.S. national laboratories this summer, reinforcing the Institute\u2019s strong and enduring partnerships across the national lab system.\u003C\/p\u003E\u003Cp\u003EThe highly competitive\u0026nbsp;\u003Ca href=\u0022https:\/\/science.osti.gov\/wdts\/About\/Laboratory-Participants\u0022\u003ELaboratory Placement program\u003C\/a\u003E is a paid opportunity offered through the U.S. Department of Energy\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/science.osti.gov\/wdts\/suli\u0022\u003EScience Undergraduate Laboratory Internships\u003C\/a\u003E. It provides students from a wide range of disciplines an opportunity to contribute to cutting-edge research at leading facilities, including\u0026nbsp;\u003Ca href=\u0022https:\/\/www.anl.gov\/\u0022\u003EArgonne National Laboratory\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.ameslab.gov\/\u0022\u003EAmes National Laboratory\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.lbl.gov\/\u0022\u003ELawrence Berkeley National Laboratory\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nlr.gov\/\u0022\u003ENational Laboratory of the Rockies\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.ornl.gov\/\u0022\u003EOak Ridge National Laboratory\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.pppl.gov\/\u0022\u003EPrinceton Plasma Physics Laboratory\u003C\/a\u003E, and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.srnl.gov\/\u0022\u003ESavannah River National Laboratory\u003C\/a\u003E.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech students are gaining hands-on research experience at U.S. national laboratories this summer, reinforcing the Institute\u2019s strong and enduring partnerships across the national lab system."}],"uid":"36413","created_gmt":"2026-05-26 14:34:26","changed_gmt":"2026-05-26 19:23:02","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-26T00:00:00-04:00","iso_date":"2026-05-26T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680345":{"id":"680345","type":"image","title":"National Lab Student Internships 2026","body":null,"created":"1779823309","gmt_created":"2026-05-26 19:21:49","changed":"1779823332","gmt_changed":"2026-05-26 19:22:12","alt":"Logos of national labs including Oak Ridge National Lab, AMES Lab, Argonne National Lab, Savannah River National Lab, PPPL, National Lab of the Rockies, National Fusion Facility, Lawrence Berkeley National Lab, Brookhaven National Lab and Sandia national lab","file":{"fid":"264598","name":"GT-Students-Interning-at-Labs_1.jpg","image_path":"\/sites\/default\/files\/2026\/05\/26\/GT-Students-Interning-at-Labs_1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/26\/GT-Students-Interning-at-Labs_1.jpg","mime":"image\/jpeg","size":2027423,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/26\/GT-Students-Interning-at-Labs_1.jpg?itok=SiYNOZ89"}}},"media_ids":["680345"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"144","name":"Energy"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"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 || Research Communications Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690279":{"#nid":"690279","#data":{"type":"news","title":"Soft, Skin-Like Nasal Patch Could Transform Sleep Monitoring","body":[{"value":"\u003Cp\u003ESleep-related breathing disorders, including sleep apnea, affect millions of people worldwide but frequently go undiagnosed. One major barrier to diagnosis is the test itself.\u003C\/p\u003E\u003Cp\u003ETraditional sleep monitoring systems often rely on bulky equipment and nasal cannulas \u2014 small tubes inserted into the nostrils to measure airflow. While effective, these systems can be uncomfortable, intrusive, and difficult to tolerate overnight, limiting their use for long-term monitoring at home.\u003C\/p\u003E\u003Cp\u003ENow, researchers led by \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/yeo\u0022\u003E\u003Cstrong\u003EW. Hong Yeo\u003C\/strong\u003E\u003C\/a\u003E, Peterson Professor in Pediatric Research at the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E, have developed a soft, wireless nasal patch that could offer a more comfortable alternative for monitoring breathing during sleep.\u003C\/p\u003E\u003Cp\u003EThe technology, described in a recent study published in \u003Ca href=\u0022https:\/\/nam12.safelinks.protection.outlook.com\/?url=https%3A%2F%2Fwww.pnas.org%2Fdoi%2F10.1073%2Fpnas.2605960123\u0026amp;data=05%7C02%7Ctracie.troha%40me.gatech.edu%7Cce0da602964f459c097e08deb13aa914%7C482198bbae7b4b258b7a6d7f32faa083%7C1%7C0%7C639143062664873257%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C\u0026amp;sdata=7v2YqFZdB%2F1EBX3YLD0J2SiAQNkex92qZDCERO1qR7E%3D\u0026amp;reserved=0\u0022\u003E\u003Cstrong\u003EProceedings of the National Academy of Sciences (PNAS)\u003C\/strong\u003E\u003C\/a\u003E, uses ultrathin, skin-like wearable electronics to detect subtle movements of the nose caused by breathing without tubes, wires, or direct airflow measurements.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/soft-skin-nasal-patch-could-transform-sleep-monitoring\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\u003ESleep-related breathing disorders, including sleep apnea, affect millions of people worldwide but frequently go undiagnosed. One major barrier to diagnosis is the test itself.\u003C\/p\u003E\u003Cp\u003ETraditional sleep monitoring systems often rely on bulky equipment and nasal cannulas \u2014 small tubes inserted into the nostrils to measure airflow. While effective, these systems can be uncomfortable, intrusive, and difficult to tolerate overnight, limiting their use for long-term monitoring at home.\u003C\/p\u003E\u003Cp\u003ENow, researchers led by W. Hong Yeo, Peterson Professor in Pediatric Research at the George W. Woodruff School of Mechanical Engineering, have developed a soft, wireless nasal patch that could offer a more comfortable alternative for monitoring breathing during sleep.\u003C\/p\u003E\u003Cp\u003EThe technology, described in a recent study published in Proceedings of the National Academy of Sciences (PNAS), uses ultrathin, skin-like wearable electronics to detect subtle movements of the nose caused by breathing without tubes, wires, or direct airflow measurements.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers led by W. Hong Yeo, Peterson Professor in Pediatric Research at the Woodruff School, have developed a soft, wireless nasal patch that could offer a more comfortable alternative for monitoring breathing during sleep."}],"uid":"35851","created_gmt":"2026-05-14 21:46:23","changed_gmt":"2026-05-26 15:20:24","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-14T00:00:00-04:00","iso_date":"2026-05-14T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680281":{"id":"680281","type":"image","title":"Figure-5.jpg","body":null,"created":"1778795216","gmt_created":"2026-05-14 21:46:56","changed":"1778795216","gmt_changed":"2026-05-14 21:46:56","alt":"Soft, wireless nasal patch","file":{"fid":"264528","name":"Figure-5.jpg","image_path":"\/sites\/default\/files\/2026\/05\/14\/Figure-5.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/14\/Figure-5.jpg","mime":"image\/jpeg","size":98315,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/14\/Figure-5.jpg?itok=P93vxp6D"}}},"media_ids":["680281"],"groups":[{"id":"660369","name":"Matter and Systems"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"187423","name":"go-bio"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"39451","name":"Electronics and Nanotechnology"},{"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:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690462":{"#nid":"690462","#data":{"type":"news","title":"College of Sciences Students and Alumni Awarded Prestigious NSF Fellowships","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003ECollege of Sciences alumni and graduate students are among the seventy-five Yellow Jackets awarded Graduate Research Fellowships (GRF) from the National Science Foundation. The fellowships, valued at $159,000, include funding for three years of graduate study and tuition for graduate students pursuing full-time, research-based master\u2019s and doctoral degrees in science, technology, engineering, and mathematics (STEM) or STEM education.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe Georgia Tech recipients of the fellowship, which has supported over 70,000 students since its inception in 1952, were selected from a pool of more than 14,000 applicants nationwide. Fellowships are awarded to students \u201cwho have demonstrated potential for significant achievements in research.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EAlumni:\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022e859bbc3055da7b1312b87b6925470341\u0022\u003EMariah Castillo \u2013 Chemical Catalysis\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e06df0a5449ddef10776341feb35dc08b\u0022\u003EBrandon Choi \u2013 Physics and Astronomy - Artificial Intelligence\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ea935fb94f5b1a4266183414c5307dceb\u0022\u003EBrice Bradley Edelman \u2013 Comp\/IS\/Eng - Artificial Intelligence\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e5c69077e5a97c1160080f87af6f094ac\u0022\u003EMarielle Frooman \u2013 Chemistry \u2013 Chemical Synthesis\u0026nbsp;\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022edd41933852e3d8b6fdbe25529f49b9a8\u0022\u003EKush Gandhi \u2013 Physics and Astronomy - Quantum Information Science\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e7d95baff19dff606d39fbfae4a961247\u0022\u003EDivya Iyer \u2013 Materials Research - Chemistry of Materials\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e65ca54c39c5659f3608daa6bd9662598\u0022\u003EElizabeth Mone \u2013 Physics and Astronomy - Astronomy and Astrophysics\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ed1c665b92ec9c06e9795488b48fe21b5\u0022\u003EAkash Narayanan \u2013 Mathematical Sciences \u2013 Topology\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e96c26bb11d4078461e693b81af732b00\u0022\u003EMatthew Rohan \u2013 Materials Research - Chemistry of Materials\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e12fef2f57a1ca2554b33c7a9a83d14ae\u0022\u003EIsaac Sipp-Alpers \u2013 Geosciences \u2013 Paleoceanography\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e9a6f462ac62e5990ac52531cea077c6b\u0022\u003ESkylar Taylor \u2013 Life Sciences \u2013 Organismal Biology\u0026nbsp;\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003Cdiv\u003E\u003Ch2\u003EGraduate Students:\u0026nbsp;\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022eb660015e5459bd7ed8fca6d029273ce1\u0022\u003ESierra Paige Bornheim \u2013 Life Sciences\u0026nbsp;\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e8923146c28635585b4436f0b620dab53\u0022\u003EZahria Patrick \u2013 Chemistry \u2013 Chemical Synthesis\u0026nbsp;\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e204c614dc59e5646c78d252db237b0f1\u0022\u003EBrendan Michael Shrader \u2013 Mathematical Sciences - Mathematical Biology\u0026nbsp;\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ea693b4778b41b9ea55f46d0d71777948\u0022\u003EYufei Xiao \u2013 Physics and Astronomy - Physics of Living Systems\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDiscover the \u003Ca href=\u0022https:\/\/news.gatech.edu\/news\/2026\/05\/21\/georgia-tech-students-and-alumni-awarded-prestigious-nsf-fellowships\u0022\u003Efull list of Georgia Tech awardees\u003C\/a\u003E.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe NSF Graduate Research Fellowship supports \u201coutstanding students with exceptional potential for leadership in STEM.\u201d\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The NSF Graduate Research Fellowship supports \u201coutstanding students with exceptional potential for leadership in STEM.\u201d"}],"uid":"36583","created_gmt":"2026-05-26 14:29:09","changed_gmt":"2026-05-26 14:38:07","author":"lvidal7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-21T00:00:00-04:00","iso_date":"2026-05-21T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680330":{"id":"680330","type":"image","title":"Researcher in Lab","body":null,"created":"1779391476","gmt_created":"2026-05-21 19:24:36","changed":"1779391476","gmt_changed":"2026-05-21 19:24:36","alt":"Researcher in Lab","file":{"fid":"264577","name":"25-5006-P1-013.jpg","image_path":"\/sites\/default\/files\/2026\/05\/21\/25-5006-P1-013.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/21\/25-5006-P1-013.jpg","mime":"image\/jpeg","size":1915407,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/21\/25-5006-P1-013.jpg?itok=LxDSYdF9"}}},"media_ids":["680330"],"related_links":[{"url":"https:\/\/news.gatech.edu\/news\/2026\/05\/21\/georgia-tech-students-and-alumni-awarded-prestigious-nsf-fellowships","title":"Georgia Tech Students and Alumni Awarded Prestigious NSF Fellowships"},{"url":"https:\/\/qbios.gatech.edu\/qbios-students-win-2026-nsf-graduate-research-fellowship-program-awards","title":"QBioS Students Win 2026 NSF Graduate Research Fellowship Program Awards"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"},{"id":"85951","name":"School of Chemistry and Biochemistry"},{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"},{"id":"1279","name":"School of Mathematics"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"135","name":"Research"},{"id":"193157","name":"Student Honors and Achievements"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"4896","name":"College of Sciences"},{"id":"174240","name":"NSF graduate fellowship"}],"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":""}},"690386":{"#nid":"690386","#data":{"type":"news","title":"Vida Jamali Receives the Inaugural Dr. James Robert and Margaret Spencer Early Career Fellowship","body":[{"value":"\u003Cp\u003EAssistant Professor Vida Jamali is the inaugural recipient of the new Dr. James Robert and Margaret Spencer Early Career Fellowship in Georgia Tech\u2019s School of Chemical and Biomolecular Engineering (ChBE@GT).\u003C\/p\u003E\u003Cp\u003E\u201cHer outstanding research accomplishments and contributions to the School and Georgia Tech led to this selection,\u201d said Professor Christopher W. Jones, the John F. Brock III School Chair in ChBE@GT.\u003C\/p\u003E\u003Cp\u003EThe $20,000 in discretionary funding from this one-year fellowship will support \u003Ca href=\u0022https:\/\/vidajamali.github.io\/\u0022\u003E\u003Cstrong\u003EJamali\u003C\/strong\u003E\u003C\/a\u003E\u2019s research activities focused on developing new tools for \u003Cem\u003Ein situ\u003C\/em\u003E liquid-phase transmission electron microscopy, stochastic thermodynamics, and nanoscience-based platforms.\u003C\/p\u003E\u003Cp\u003EThe Spencers established the endowment from which the term fellowship funding comes in 2017. This endowment will eventually lead to the establishment of a professorship in ChBE@GT.\u003C\/p\u003E\u003Cp\u003E\u201cBob Spencer is a successful alumnus who has remained connected to our chemical engineering program,\u201d according to Jones. \u201cHis family\u2019s gift will allow ChBE@GT to support an early career professor at a critical stage of their development\u2014the crucial years just before their promotion and tenure review. We are grateful for their support and generosity.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.chbe.gatech.edu\/news\/2026\/05\/vida-jamali-receives-inaugural-dr-james-robert-and-margaret-spencer-early-career\u0022\u003ERead Full Story on the ChBE Newspage\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAssistant Professor Vida Jamali is the inaugural recipient of the new Dr. James Robert and Margaret Spencer Early Career Fellowship in Georgia Tech\u2019s School of Chemical and Biomolecular Engineering (ChBE@GT).\u003C\/p\u003E\u003Cp\u003E\u201cHer outstanding research accomplishments and contributions to the School and Georgia Tech led to this selection,\u201d said Professor Christopher W. Jones, the John F. Brock III School Chair in ChBE@GT.\u003C\/p\u003E\u003Cp\u003EThe $20,000 in discretionary funding from this one-year fellowship will support \u003Ca href=\u0022https:\/\/vidajamali.github.io\/\u0022\u003E\u003Cstrong\u003EJamali\u003C\/strong\u003E\u003C\/a\u003E\u2019s research activities focused on developing new tools for \u003Cem\u003Ein situ\u003C\/em\u003E liquid-phase transmission electron microscopy, stochastic thermodynamics, and nanoscience-based platforms.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Assistant Professor Vida Jamali is the inaugural recipient of the new Dr. James Robert and Margaret Spencer Early Career Fellowship in Georgia Tech\u2019s School of Chemical and Biomolecular Engineering (ChBE@GT)."}],"uid":"36413","created_gmt":"2026-05-19 20:50:46","changed_gmt":"2026-05-19 20:54:42","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-14T00:00:00-04:00","iso_date":"2026-05-14T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680322":{"id":"680322","type":"image","title":"vida_image_0.jpeg","body":"\u003Cp\u003EVida Jamali, Assistant Professor of Chemical and Biomolecular Engineering, Georgia Tech\u003C\/p\u003E","created":"1779223851","gmt_created":"2026-05-19 20:50:51","changed":"1779223851","gmt_changed":"2026-05-19 20:50:51","alt":"Vida Jamali, Assistant Professor of Chemical and Biomolecular Engineering, Georgia Tech","file":{"fid":"264569","name":"vida_image_0.jpeg","image_path":"\/sites\/default\/files\/2026\/05\/19\/vida_image_0.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/19\/vida_image_0.jpeg","mime":"image\/jpeg","size":30687,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/19\/vida_image_0.jpeg?itok=tgpG-de0"}}},"media_ids":["680322"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"141","name":"Chemistry and Chemical Engineering"},{"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:braddixon@gatech.edu\u0022\u003EBrad Dixon\u003C\/a\u003E, ChBE\u003C\/p\u003E","format":"limited_html"}],"email":["braddixon@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690318":{"#nid":"690318","#data":{"type":"news","title":"Accelerating Discovery With AI ","body":[{"value":"\u003Cp\u003EScientific discovery is often portrayed as the result of long hours alone in a lab, but true science is inherently collaborative. The most robust experimental processes are developed through partnerships across multiple areas of research. The need for specialized, multidisciplinary teams slows experiment design, execution, data analysis, and process updates, delaying technological validation and deployment. But if the increasingly automated tools scientists already use in the lab could contribute to this team process of experimental design, the timeline for these goals could be greatly accelerated.\u003C\/p\u003E\u003Cp\u003EThis concept of \u201clab tool as lab assistant\u201d is the premise of a recent paper in \u003Cem\u003Enpj | Computational Materials\u003C\/em\u003E titled \u201cThinking Microscopes: Agentic AI and the Future of Electron Microscopy,\u201d by Vida Jamali, assistant professor the School of Chemical and Biomolecular Engineering; Amirali Aghazadeh, assistant professor in the School of Electrical and Computer Engineering; and Josh Kacher, associate professor in the School of Materials Science and Engineering.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn the paper, the team introduces the concept of \u201cthinking electron microscopes,\u201d in which agentic AI systems are directly integrated with the instrument. This allows microscopes to move beyond their conventional role as characterization tools and toward functioning as co-scientists for human users.\u003C\/p\u003E\u003Cp\u003EDrawing on advances in specialized large language models, or LLMs, that demonstrate their ability to collaborate, reason over data, and integrate prior knowledge, the team envisions specialized LLM-based agents assigned to specific roles and areas of knowledge expertise. By explicitly incorporating domain knowledge into specialized agents and distributing information across multiple agents with focused expertise, the approach enables parallel evaluation of competing hypotheses, clearer separation of roles \u2014\u0026nbsp;such as planning, simulation, and critique \u2014 and more transparent and robust reasoning.\u003C\/p\u003E\u003Cp\u003EWithin the experimental pipeline, these agents can analyze materials\u2019 properties, physical data, chemical processes, and other relevant parameters. They could also collaborate with an agent that specializes in experimental design, refining iterative closed-loop experimentation, and real-time scientific discovery.\u003C\/p\u003E\u003Cp\u003EAlthough the research focuses on AI collaboration, the team notes that human researchers must retain accountability for the accuracy and integrity of both the experimental process and the results reported. This oversight begins with advocating for greater open access to research materials in all formats, building community-driven data repositories, and adopting standardization in how experimental parameters and metadata are reported. Equally important, researchers should be willing to report data from failed experiments as well as successful outcomes. Finally, organizations should work together to standardize secure APIs that enable shared, remote access to infrastructure across distances.\u003C\/p\u003E\u003Cblockquote\u003E\u003Cp\u003EWe see this as a step toward scientific instruments that do more than acquire data; systems that can reason over experiments, adapt measurements, and participate in the scientific discovery process alongside researchers. - Vida Jamali,\u0026nbsp;assistant professor the School of Chemical and Biomolecular Engineering\u003C\/p\u003E\u003C\/blockquote\u003E\u003Cp\u003EThe team is already developing these systems by connecting cloud-based, agentic infrastructures to microscopes at the\u0026nbsp;\u003Ca href=\u0022http:\/\/matter-systems.gatech.edu\/\u0022\u003EInstitute for Matter and Systems at Georgia Tech\u003C\/a\u003E. With the addition of agentic AI, the goal is to accelerate discovery and engineering of new nanoscale materials for energy and quantum applications, as well as advance capabilities in cryo-electron microscopy and structural biology. These tools can optimize data collection, link real-time microscope observations with structural models of proteins, and dynamically adjust and prioritize experiments. The team sees this work as the first step toward the next generation of \u201cthinking\u201d electron microscopes, as well as an advancement in scientific discovery across domains.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;- Christa M. Ernst\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThis research is supported by the Institute for Data Engineering and Science and the Institute for Matter and Systems\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOriginal Publication\u003C\/strong\u003E\u003Cbr\u003EJamali, V., Aghazadeh, A. \u0026amp; Kacher, J.\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41524-026-02077-y\u0022\u003EThinking microscopes: agentic AI and the future of electron microscopy.\u003C\/a\u003E \u003Cem\u003Enpj Computational Materials\u003C\/em\u003E 12, 149 (2026). https:\/\/doi.org\/10.1038\/s41524-026-02077-y\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Automating Electron Microscopy Experimental Design With Agentic AI"}],"field_summary":[{"value":"\u003Cp\u003EScientific discovery is often portrayed as the result of long hours alone in a lab, but true science is inherently collaborative. The most robust experimental processes are developed through partnerships across multiple areas of research.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"New paper teams AI agents with microscopy tools to increase productivity in research processes."}],"uid":"27863","created_gmt":"2026-05-18 13:04:05","changed_gmt":"2026-05-18 19:16:22","author":"Christa Ernst","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-18T00:00:00-04:00","iso_date":"2026-05-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680296":{"id":"680296","type":"image","title":"Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg","body":"\u003Cp\u003EA photo of Vida Jamali, assistant professor the School of Chemical and Biomolecular Engineering; Amirali Aghazadeh, assistant professor in the School of Electrical and Computer Engineering; and Josh Kacher, associate professor in the School of Materials Science and Engineering standing in front of a TEM at Georgia Tech.\u003C\/p\u003E","created":"1779109455","gmt_created":"2026-05-18 13:04:15","changed":"1779109455","gmt_changed":"2026-05-18 13:04:15","alt":"Vida Jamali, assistant professor the School of Chemical and Biomolecular Engineering; Amirali Aghazadeh, assistant professor in the School of Electrical and Computer Engineering; and Josh Kacher, associate professor in the School of Materials Science and Engineering.  Photo courtesy of Amelia Neumeister; Georgia Institute of Technology","file":{"fid":"264543","name":"Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg","image_path":"\/sites\/default\/files\/2026\/05\/18\/Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/18\/Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg","mime":"image\/jpeg","size":4622660,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/18\/Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg?itok=gH8M9NAb"}}},"media_ids":["680296"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"660369","name":"Matter and Systems"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"146","name":"Life Sciences and Biology"},{"id":"149","name":"Nanotechnology and Nanoscience"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"}],"keywords":[{"id":"187023","name":"go-data"},{"id":"194241","name":"Institute for Matter and Systems"},{"id":"192863","name":"go-ai"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39471","name":"Materials"},{"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":"\u003Cdiv\u003E\u003Cstrong\u003EChrista M. Ernst - \u003C\/strong\u003EResearch Communications Program Manager | Klaus Advance Computing Building 1120E | 266 Ferst Drive | Atlanta GA | 30332 | christa.ernst@research.gatech.edu\u003C\/div\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690269":{"#nid":"690269","#data":{"type":"news","title":"Nathan McDonald and Farzaneh Najafi Awarded Curci Foundation Grants","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003ETwo\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003E\u0026nbsp;School of Biological Sciences\u003C\/a\u003E assistant professors,\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/nathan%20mcdonald\u0022\u003ENathan McDonald\u003C\/a\u003E and\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/farzaneh-najafi\u0022\u003E\u0026nbsp;Farzaneh Najafi\u003C\/a\u003E,\u0026nbsp;have received Curci Foundation grants to support new research in their fields.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/curcifoundation.org\/\u0022\u003E\u003Cstrong\u003EShurl and Kay Curci Foundation\u003C\/strong\u003E\u003C\/a\u003E funds science-based projects with an emphasis on advancing a healthy and sustainable future for humans, focusing on early-stage research with\u0026nbsp;far-reaching and lasting implications.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis is a special program that supports junior faculty with particular creativity,\u201d says School of Biological Sciences Chair\u0026nbsp;\u003Cstrong\u003ETodd Streelman\u003C\/strong\u003E.\u0026nbsp;\u201cThe best part for me is that representatives from the Curci Foundation visit our campus and conduct in-person interviews, showing they value both the projects and the young scientists.\u201d\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ENathan McDonald: Understanding Synapses and Engineering their Repair\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/www.mcdonald-lab.org\/\u0022\u003EMcDonald Lab\u003C\/a\u003E studies the fundamental biology of synapses, the tiny structures that allow neurons to communicate. Their research focuses on understanding how the nervous system and brain develop, specifically how hundreds of billions of neurons form and connect through trillions of synapses \u2013 and how they continue to change throughout adult life.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWhat\u2019s exciting about the grant is that it allows us to apply that knowledge and explore whether and how we might control synapse formation,\u201d explains McDonald.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe McDonald Lab will examine whether the molecular processes neurons use to build synapses during early development can be reactivated later in life.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIf successful, the new research could have implications for aging and neurodegenerative conditions in which synapses are lost, potentially revealing ways to repair specific synapses and restore their function.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cMany researchers are interested in repairing or regenerating synapses. Most approaches so far have focused on pharmaceuticals \u2013 using drugs to influence synaptic strength.\u0026nbsp;What makes our approach unique is that we are trying to leverage the developmental machinery that neurons already have,\u201d he explains.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EMcDonald and his team are working with\u0026nbsp;\u003Cem\u003ECaenorhabditis elegans\u003C\/em\u003E, a microscopic roundworm widely used in neuroscience research. The organism offers a simplified, tractable system for examining how synapses are built, dismantled, and potentially rebuilt.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cIf we can demonstrate proof of concept in a simple nervous system, that opens the door to scaling these approaches to more complex models,\u201d explains McDonald.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EHe plans to use the Curci funds to support students and staff as they explore these new methods for engineering synapse formation.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe work has the potential to be developed into something more translational and applicable to disease,\u201d says McDonald. \u201cThese sources of funding are incredibly important for launching new research directions.\u201d\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EFarzaneh Najafi: Exploring Sleep and the Cerebellum\u2019s Role in Cognitive Health\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe\u003Ca href=\u0022https:\/\/www.najafilab.org\/\u0022\u003E\u0026nbsp;Farzaneh Najafi Lab\u003C\/a\u003E examines predictive processing, how the brain makes and learns predictions about the world. Najafi\u2019s research focuses on deepening understanding of how sleep supports learning and cognitive health across the lifespan.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ENajafi\u2019s Curci-funded research will examine how the brain uses sleep to reorganize itself after learning, with a particular focus on the cerebellum, a region that contains nearly 80 percent of the brain\u2019s neurons. By identifying changes in cerebellar activity during sleep, her work has the potential to improve early detection of neurological disorders.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe know that sleep stabilizes memories in areas like the cortex and hippocampus, but we know very little about what sleep does in the cerebellum,\u201d says Najafi. \u201cThis grant allows us to bring sleep, cerebellar circuitry, and learning together.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ENajafi and her team will combine behavioral experiments with high-resolution imaging to study how cerebellar circuits and synapses change across wake and sleep.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe\u2019re looking at cerebellar activity during sleep at the circuit and synapse level to see how learning-related changes unfold,\u201d explains Najafi.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn some cerebellar disorders, sleep disturbances can appear five to 10 years before motor symptoms begin. By identifying early changes in cerebellar activity during sleep, Najafi\u2019s research could help pinpoint neurological disease at a stage when intervention may still be possible.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ECurci funding will allow Najafi\u2019s lab to collect foundational data needed to establish the first mechanistic links between sleep, cerebellar activity, and long-term brain health.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cMany traditional funding mechanisms are hesitant to support these kinds of higher\u2011risk directions, especially early on, but this award makes it possible to pursue a new and promising line of inquiry,\u201d says Najafi.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003EBy funding two distinct early-stage projects, the Curci Foundation will help advance research focused on improving neurological health.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":" By funding two distinct early-stage projects, the Curci Foundation will help advance research focused on improving neurological health."}],"uid":"36607","created_gmt":"2026-05-13 16:52:38","changed_gmt":"2026-05-15 19:02:25","author":"ls67","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-13T00:00:00-04:00","iso_date":"2026-05-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680269":{"id":"680269","type":"image","title":"Nathan McDonald","body":"\u003Cp\u003ENathan McDonald\u003C\/p\u003E","created":"1778691207","gmt_created":"2026-05-13 16:53:27","changed":"1778691207","gmt_changed":"2026-05-13 16:53:27","alt":"Male headshot","file":{"fid":"264515","name":"Nathan-McDonald-headshot_new.jpg","image_path":"\/sites\/default\/files\/2026\/05\/13\/Nathan-McDonald-headshot_new.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/13\/Nathan-McDonald-headshot_new.jpg","mime":"image\/jpeg","size":268203,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/13\/Nathan-McDonald-headshot_new.jpg?itok=w7k-LGCd"}},"680270":{"id":"680270","type":"image","title":"Farzaneh Najafi","body":"\u003Cp\u003EFarzaneh Najafi\u003C\/p\u003E","created":"1778691268","gmt_created":"2026-05-13 16:54:28","changed":"1778691268","gmt_changed":"2026-05-13 16:54:28","alt":"Headshot of a young woman","file":{"fid":"264516","name":"farzaneh1.jpg","image_path":"\/sites\/default\/files\/2026\/05\/13\/farzaneh1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/13\/farzaneh1.jpg","mime":"image\/jpeg","size":626473,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/13\/farzaneh1.jpg?itok=KdVImNcw"}}},"media_ids":["680269","680270"],"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"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"66220","name":"Neuro"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"135","name":"Research"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"5775","name":"Bioscience Research"},{"id":"762","name":"Bioscience"}],"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\u003ELaura S. Smith, writer\u003C\/p\u003E","format":"limited_html"}],"email":["laura.smith@cos.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690280":{"#nid":"690280","#data":{"type":"news","title":"Emily Sanders Awarded NSF CAREER Award for Research on Shape-Shifting Materials ","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/sanders\u0022\u003E\u003Cstrong\u003EEmily Sanders\u003C\/strong\u003E\u003C\/a\u003E, assistant 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, has received the prestigious Faculty Early Career Development (CAREER) Award from the National Science Foundation\u2019s (NSF) Division of Civil, Mechanical, and Manufacturing Innovation.\u003C\/p\u003E\u003Cp\u003EThe NSF CAREER Award supports early-career faculty who have the potential to serve as academic role models in research and education and to lead advances in the mission of their department or organization. The award provides $662,045 over five years to support Sanders\u2019 project, \u003Ca href=\u0022https:\/\/www.nsf.gov\/awardsearch\/show-award?AWD_ID=2542321\u0022\u003E\u003Cstrong\u003EPatterning Hard Interlocking Particles to Achieve Soft Materials and Structures\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/emily-sanders-awarded-nsf-career-award-research-shape-shifting-materials\u0022\u003E\u003Cstrong\u003ERead the full story on the George W. Woodruff School of Mechanical Engineering website\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EEmily Sanders, assistant professor in the George W. Woodruff School of Mechanical Engineering, has received the prestigious Faculty Early Career Development (CAREER) Award from the National Science Foundation\u2019s (NSF) Division of Civil, Mechanical, and Manufacturing Innovation.\u003C\/p\u003E\u003Cp\u003EThe NSF CAREER Award supports early-career faculty who have the potential to serve as academic role models in research and education and to lead advances in the mission of their department or organization. The award provides $662,045 over five years to support Sanders\u2019 project, Patterning Hard Interlocking Particles to Achieve Soft Materials and Structures.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Emily Sanders, assistant professor in the George W. Woodruff School of Mechanical Engineering, has received the prestigious Faculty Early Career Development (CAREER) Award from the NSF\u2019s Division of Civil, Mechanical, and Manufacturing Innovation."}],"uid":"35851","created_gmt":"2026-05-15 00:24:06","changed_gmt":"2026-05-15 00:26:06","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-15T00:00:00-04:00","iso_date":"2026-05-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680282":{"id":"680282","type":"image","title":"Sanders-Wide.jpg","body":null,"created":"1778804663","gmt_created":"2026-05-15 00:24:23","changed":"1778804663","gmt_changed":"2026-05-15 00:24:23","alt":"Emily Sanders","file":{"fid":"264529","name":"Sanders-Wide.jpg","image_path":"\/sites\/default\/files\/2026\/05\/14\/Sanders-Wide.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/14\/Sanders-Wide.jpg","mime":"image\/jpeg","size":829767,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/14\/Sanders-Wide.jpg?itok=aQG4gj83"}}},"media_ids":["680282"],"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":[{"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:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690166":{"#nid":"690166","#data":{"type":"news","title":"Music and Magic Inspire New Ph.D. Graduate\u2019s Work in Brain Science","body":[{"value":"\u003Cp\u003EWhen Chengrui Li walks across the stage this Thursday at Commencement, it will be his final, and perhaps easiest, performance at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBetween orchestra concerts, magic shows, and yo-yo exhibitions, Li thrives in the limelight. In fact, not much rattles his nerves considering the five years of pressure he endured studying computational neuroscience at Tech.\u003C\/p\u003E\u003Cp\u003EBefore he returns to New York City to continue building brain-interface technologies at Meta, we caught up with Li to learn how he keeps such a cool head at Georgia Tech and beyond. \u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGraduate:\u003C\/strong\u003E\u0026nbsp;\u003Ca href=\u0022https:\/\/jerrysoybean.github.io\/\u0022\u003EChengrui Li\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EResearch Interests:\u003C\/strong\u003E Computational neuroscience, eye-tracking experiments and data analysis, statistical machine learning\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EEducation:\u003C\/strong\u003E Ph.D. in\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003EComputational Science and Engineering\u003C\/a\u003E (CSE)\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EFaculty Advisor\u003C\/strong\u003E: School of CSE Assistant Professor Anqi Wu\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat persuaded you to attend graduate school at Georgia Tech?\u003C\/strong\u003E\u003Cbr\u003E\u003Cbr\u003EMy undergraduate was at Sichuan University in China. We knew that the most cutting-edge technology and research were in the United States, so I participated in an undergraduate exchange program at the University of Tennessee, Knoxville, during my third year.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EI wanted to pursue a Ph.D. in neuroscience while also becoming very proficient in math and computer science (CS). This led me to apply to the CSE Ph.D. program over others. Georgia Tech\u2019s CS ranking is very high, and the CSE program is very interdisciplinary, which matched my expectations super well. I did attain a solid education in math and CS at Georgia Tech. I also advanced my interest in neuroscience and its application by studying mathematical models and algorithms.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat research project from Georgia Tech are you most proud of?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EMy \u003Ca href=\u0022https:\/\/openreview.net\/forum?id=HD5Y7M8Xdk\u0022\u003Evariational importance sampling paper\u003C\/a\u003E is a favorite. That one was based heavily on statistical inference. I spent many hours working through complicated derivation calculations, often half-awake and half-asleep after several late nights.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThis paper confirmed to me, though, that innovative research requires both hard work and inspiration, and that this endeavor can be rewarding. The paper was selected as a top 5% spotlight paper at ICLR 2024, a world-leading conference on artificial intelligence research.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECould you share more about your role as a research scientist at Meta?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EI have been working on\u0026nbsp;\u003Ca href=\u0022https:\/\/www.meta.com\/ai-glasses\/meta-ray-ban-display-glasses-and-neural-band\/?srsltid=AfmBOoopWx7e8KGmSJVD8ItoQBedev-lha3aSZpHPkknZxNC4voGwoqN\u0022\u003EMeta\u2019s electromyography (EMG) neural band\u003C\/a\u003E. This next-generation human-computer interaction device connects with and navigates Meta\u2019s AI glasses.\u003C\/p\u003E\u003Cp\u003EWith the neural band, you can use finger gestures to control the display content you see through the glasses, like swiping your thumb to scroll the screen, or writing on your lap as if you had a pen in your hand to send WhatsApp messages.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow did your Georgia Tech education prepare you for this role?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EBy pursuing my Ph.D., I am more proficient in critical thinking, math, coding, and presentation. During my interview, I demonstrated these skills and provided my publication records. This helped me land an internship, enabled my success in that role, and led to a full-time position. Additionally, my background in computational neuroscience best matched the work on the EMG neural band team at a big tech company.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat advice would you give someone interested in graduate school?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EFirst, be clear whether a bachelor\u2019s or master\u2019s degree meets your work needs, or if you are truly interested in a scientific research topic. This interest should be based on your own passion, not the current trends. Interest is an important factor in deciding to pursue a Ph.D. because you have to like the topic and like it for a long time. A Ph.D. will require you to dive deep into a subject you must be genuinely curious about.\u003C\/p\u003E\u003Cp\u003ESecond, we are in a new era with rapid advances in information technology. Time is an invaluable resource and is shaped by technology. You have to think more about your time, consider where and how you spend it, and embrace ways to use it more efficiently.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECan you tell us more about your hobbies and how you keep up with them?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EI started learning violin when I was five years old, and magic tricks when I was 11. The brain is a supercomputer suitable for functional computation. Our brain is an interface between the objective and subjective, where computation plays a core role in integrating these exact mechanics into interpretations of the world. This realization was one of the important factors that inspired me to pursue my Ph.D. research in computational neuroscience.\u003C\/p\u003E\u003Cp\u003EAnother comparison I\u2019ve learned after playing violin for 23 years is that the cochlea in our inner ear is a fast Fourier Transformer that simultaneously computes the aesthetic of music for us. Performing magic tricks for 17 years taught me that all the occurrences of seemingly low-probability magic phenomena are achieved by either letting it be a certain event or exhausting all possibilities.\u003C\/p\u003E\u003Cp\u003EI also have other hobbies, like yo-yo balls. I enjoy performing all these skills in front of audiences. Performing brings me satisfaction when I see excitement and happiness from the people I entertain. I am very grateful to my parents for their cultivation and encouragement in doing things that bring me fulfillment. They taught me to be curious and explore my interests, to enjoy pastimes, and instilled the habit to not give up my passions. These were not secondary things that distracted me from coursework or Ph.D. research, but rather complementary parts of my life that bring out the best in me.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat is your favorite Georgia Tech memory?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EI have a lot. For my research, I debated frequently with\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.google.com\/view\/brainml\/pi?authuser=0\u0022\u003EAnqi Wu\u003C\/a\u003E, my advisor. These often went late into the night to defend my stances. These challenged my beliefs and made me a stronger scholar, for which I am grateful to Anqi for her time and patience. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EI also enjoyed performing in the Georgia Tech symphony orchestra with our great conductor,\u0026nbsp;\u003Ca href=\u0022https:\/\/music.gatech.edu\/people\/chaowen-ting\u0022\u003EChaowen Ting\u003C\/a\u003E. I was involved with the Georgia Tech Chinese Students and Scholars Association, where I showcased magic and yo-yo performances at organization events.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EWhen Chengrui Li walks across the stage this Thursday at Commencement, it will be his final, and perhaps easiest, performance at Georgia Tech.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBetween orchestra concerts, magic shows, and yo-yo exhibitions, Li thrives in the limelight. In fact, not much rattles his nerves considering the five years of pressure he endured studying computational neuroscience at Tech.\u003C\/p\u003E\u003Cp\u003EBefore he returns to New York City to continue building brain-interface technologies at Meta, we caught up with Li to learn how he keeps such a cool head at Georgia Tech and beyond. \u0026nbsp;\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Before he returns to New York City to continue building brain-interface technologies at Meta, we caught up with Chengrui Li to learn how he keeps such a cool head at Georgia Tech and beyond.   "}],"uid":"36319","created_gmt":"2026-05-06 09:39:58","changed_gmt":"2026-05-13 12:36:58","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-06T00:00:00-04:00","iso_date":"2026-05-06T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680188":{"id":"680188","type":"image","title":"Meet_CSE_Chengrui_Li1.jpg","body":null,"created":"1778060414","gmt_created":"2026-05-06 09:40:14","changed":"1778060414","gmt_changed":"2026-05-06 09:40:14","alt":"Meet CSE Profile: Chengrui Li","file":{"fid":"264430","name":"Meet_CSE_Chengrui_Li1.jpg","image_path":"\/sites\/default\/files\/2026\/05\/06\/Meet_CSE_Chengrui_Li1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/06\/Meet_CSE_Chengrui_Li1.jpg","mime":"image\/jpeg","size":113848,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/06\/Meet_CSE_Chengrui_Li1.jpg?itok=5fWD2dio"}}},"media_ids":["680188"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"130","name":"Alumni"},{"id":"194606","name":"Artificial Intelligence"},{"id":"194568","name":"Arts and Performance"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"195105","name":"2026 Spring Commencement"},{"id":"629","name":"graduation"},{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"193614","name":"gt-neuro"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"193656","name":"Neuro Next Initiative"}],"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":""}},"690119":{"#nid":"690119","#data":{"type":"news","title":"Biology Faculty Named Searle Scholar","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/saumya-jain\u0022\u003E\u003Cstrong\u003ESaumya Jain\u003C\/strong\u003E\u003C\/a\u003E, assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E, has been named a 2026 Searle Scholar and awarded a $450,000 research grant. His research focuses on how connections in the brain form during development and what goes wrong in conditions such as autism and schizophrenia.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EJain is one of 15 scientists selected this year for \u201ctheir promise to change their fields by solving nature\u2019s puzzles in a broad range of fields and develop next-generation technologies that can reveal biological function,\u201d according to a\u0026nbsp;\u003Ca href=\u0022https:\/\/searlescholars.org\/2026\/04\/29\/searle-scholars-program-names-15-scientists-as-searle-scholars-for-2026\/\u0022\u003ESearle Scholars Program press release\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe are honored to be part of the Searle Scholars Program,\u201d Jain says. \u201cFor a young lab with ambitious goals, this kind of recognition means everything. It gives us the confidence and resources to pursue high-risk, high-reward questions that could one day make a real difference for people affected by neurodevelopmental disorders.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EJain received his Ph.D. in molecular and cellular biology from the University of Arizona and completed his postdoctoral work at the University of California, Los Angeles. He joined Georgia Tech in 2024.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ESaumya Jain, assistant professor in the\u0026nbsp;School of Biological Sciences, has received a grant from the Searle Scholars Program.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Saumya Jain, assistant professor in the\u00a0School of Biological Sciences, has received a grant from the Searle Scholars Program."}],"uid":"36583","created_gmt":"2026-05-04 17:16:00","changed_gmt":"2026-05-12 19:11:21","author":"lvidal7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-05T00:00:00-04:00","iso_date":"2026-05-05T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680155":{"id":"680155","type":"image","title":"Saumya Jain","body":null,"created":"1777915309","gmt_created":"2026-05-04 17:21:49","changed":"1777915309","gmt_changed":"2026-05-04 17:21:49","alt":"Saumya Jain stands in front of plants","file":{"fid":"264397","name":"Saumya-Jain.jpg","image_path":"\/sites\/default\/files\/2026\/05\/04\/Saumya-Jain.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/04\/Saumya-Jain.jpg","mime":"image\/jpeg","size":577179,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/04\/Saumya-Jain.jpg?itok=3UIiedV8"}}},"media_ids":["680155"],"related_links":[{"url":"https:\/\/www.thejainlab.com\/","title":"The Jain Lab"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"66220","name":"Neuro"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"192253","name":"cos-neuro"},{"id":"166882","name":"School of Biological Sciences"},{"id":"4896","name":"College of Sciences"},{"id":"172970","name":"go-neuro"}],"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":""}},"690167":{"#nid":"690167","#data":{"type":"news","title":"New Graduate Builds Fintech Startup using Leadership Mindset","body":[{"value":"\u003Cp\u003EInvestment is the best word that summarizes Agam Shah\u2019s journey as a graduate student at Georgia Tech.\u003C\/p\u003E\u003Cp\u003EThat is clearest on the surface, where Shah studied how public statements by businesses and financial institutions shape market behavior. At a deeper level, though, his success was buoyed by support from professors and his mentorship of younger students.\u003C\/p\u003E\u003Cp\u003EShah\u2019s ability to connect and invest in others led him to partner with Georgia Tech colleagues and start a financial technology business. He returns to campus this week to officially graduate from Tech, giving us a chance to catch up about his grad school experience and life as an entrepreneur.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGraduate:\u003C\/strong\u003E Agam Shah\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EResearch Interests:\u003C\/strong\u003E Quantitative and computational finance, artificial intelligence, natural language processing, large language models (LLMs)\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EEducation:\u003C\/strong\u003E Ph.D. in Machine Learning, home unit 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\u003Cstrong\u003EFaculty Advisors\u003C\/strong\u003E: Scheller College of Business Professor \u003Cstrong\u003ESudheer Chava\u003C\/strong\u003E and School of CSE Associate Professor \u003Cstrong\u003EChao Zhang\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat persuaded you to attend graduate school at Georgia Tech?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EGeorgia Tech\u2019s dedicated College of Computing strongly appealed to me. I was particularly drawn to the interdisciplinary nature of its machine learning Ph.D. program and the School of Computational Science and Engineering, both of which align well with my research interests.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat research project(s) from Georgia Tech are you most proud of and why?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EI am proud of all 20-plus research papers I have had the opportunity to contribute to at Georgia Tech. However, if I had to choose one, it would be my work on\u0026nbsp;\u003Ca href=\u0022https:\/\/arxiv.org\/abs\/2305.07972\u0022\u003EFederal Open Market Committee (FOMC) text analysis\u003C\/a\u003E, which was also\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/dataset-committees-public-comms-yields-new-insights-federal-reserves-influence\u0022\u003Ehighlighted in the news\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThis work is not only well-cited in academic literature, but the language model developed in the paper is also actively used by economists at many of the world\u2019s top central banks, including researchers at the FOMC and the Bank of England. It is also used by leading financial institutions such as BlackRock and Daiwa Securities. Since its release, the model has achieved over 100,000 downloads on Hugging Face.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat can you tell us more about your startup, ZettaQuant?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003Ca href=\u0022https:\/\/www.zettaquant.ai\/\u0022\u003EZettaQuant\u003C\/a\u003E aims to solve one of the biggest challenges in using LLMs and agents: working effectively with massive underlying datasets. We serve as a layer between raw data and LLMs, helping distill billions of tokens into the relevant context that models can use.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs a deep-tech startup, we are actively engaging with industry practitioners to better understand how to design and engineer our system to integrate seamlessly with their evolving AI workflows. Given the complexity of the problem we are tackling, particularly in advancing document intelligence systems, we are currently very focused on research and foundational development.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow did your Georgia Tech education prepare you for starting ZettaQuant?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ENot just my education, but my entire experience at Georgia Tech, extending beyond the classroom, prepared me for this journey. I met my co-founders at Georgia Tech, and many of the initial use cases we are exploring at ZettaQuant are built on open-source research I conducted there.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn addition to research, I mentored more than 300 students through the\u0026nbsp;\u003Ca href=\u0022https:\/\/vip.gatech.edu\/\u0022\u003EVertically Integrated Project\u003C\/a\u003E \u201cNLP for Financial Markets.\u201d This experience taught me how to manage teams and think about building systems with a long-term vision.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat advice would you give someone interested in graduate school?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;Most people pursue graduate school after already completing more than 15 years of education. Also, people who are admitted to a top school like Georgia Tech are often already well-positioned to secure strong job opportunities. So, graduate school should provide value beyond what you could learn outside the classroom.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBefore deciding, think carefully about what you hope to gain from graduate school that you cannot otherwise. Once you enroll, take full advantage of the faculty, research labs, networks, and seminars. Many students underutilize these opportunities during their undergraduate and graduate years.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EI would also like to quote the epilogue of my Ph.D. thesis: \u2018Advice is abundant; conviction must be your own.\u2019 Build a strong conviction about what you want to achieve from graduate school before committing to it.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat did you do for fun and relaxation while attending Georgia Tech? Do you still keep up with these now?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;This may sound unconventional, but I spent a significant amount of time mentoring and teaching throughout my Ph.D. Many of my mentees went on to gain admission to top graduate programs. This included two students I mentored for all four years of their undergraduate studies who later joined the ML Ph.D. program at Georgia Tech. They are now teaching and mentoring students, completing a full-circle journey.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWorking with mentees and supporting their growth gives me a strong sense of fulfillment and serves as a form of relaxation. In addition, I enjoy listening to music, especially while coding, and I continue to do that today.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhat is your favorite Georgia Tech memory?\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;If I had to choose one favorite memory, beyond the many exciting late nights in the lab, it would be proposing to my wife on Tech Green at Georgia Tech. She is also a Yellow Jacket, having completed her undergraduate degree here and currently pursuing her Ph.D. Our home truly is a hive of Yellow Jackets.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EInvestment is the best word that summarizes Agam Shah\u2019s journey as a graduate student at Georgia Tech.\u003C\/p\u003E\u003Cp\u003EThat is clearest on the surface, where Shah studied how public statements by businesses and financial institutions shape market behavior. At a deeper level, though, his success was buoyed by support from professors and his mentorship of younger students.\u003C\/p\u003E\u003Cp\u003EShah\u2019s ability to connect and invest in others led him to partner with Georgia Tech colleagues and start a financial technology business. He returns to campus this week to officially graduate from Tech, giving us a chance to catch up about his grad school experience and life as an entrepreneur.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Agam Shah returns to campus this week to officially graduate from Tech, giving us a chance to catch up about his grad school experience and life as an entrepreneur."}],"uid":"36319","created_gmt":"2026-05-06 09:47:39","changed_gmt":"2026-05-08 11:48:29","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-06T00:00:00-04:00","iso_date":"2026-05-06T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680189":{"id":"680189","type":"image","title":"Meet_CSE_Agam_Shah3.jpg","body":null,"created":"1778060870","gmt_created":"2026-05-06 09:47:50","changed":"1778060870","gmt_changed":"2026-05-06 09:47:50","alt":"Meet CSE Profile: Agam Shah","file":{"fid":"264431","name":"Meet_CSE_Agam_Shah3.jpg","image_path":"\/sites\/default\/files\/2026\/05\/06\/Meet_CSE_Agam_Shah3.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/06\/Meet_CSE_Agam_Shah3.jpg","mime":"image\/jpeg","size":714059,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/06\/Meet_CSE_Agam_Shah3.jpg?itok=WrdlWHya"}}},"media_ids":["680189"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"130","name":"Alumni"},{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"131","name":"Economic Development and Policy"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"195105","name":"2026 Spring Commencement"},{"id":"629","name":"graduation"}],"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":""}},"690194":{"#nid":"690194","#data":{"type":"news","title":"When oil prices spike, where does the money go?","body":[{"value":"\u003Cp\u003EThe market for oil is global, which is why events like the war in Iran affect oil prices \u2013 and prices of the wide range of products made from oil \u2013 literally everywhere. Federal data shows that the price at the primary crude oil hub in the U.S. \u003Ca href=\u0022https:\/\/www.eia.gov\/dnav\/pet\/hist\/RWTCD.htm\u0022\u003Ewas US$66 a barrel in late February 2026\u003C\/a\u003E \u2013 before the U.S. and Israel attacked Iran \u2013 and $101 a barrel on April 13. \u003Ca href=\u0022https:\/\/www.npr.org\/2026\/04\/09\/nx-s1-5745144\/oil-company-profits-high-oil-prices\u0022\u003ESimilar price increases\u003C\/a\u003E have reverberated around the globe.\u003C\/p\u003E\u003Cp\u003EAs an \u003Ca href=\u0022https:\/\/scholar.google.com\/citations?user=WhCSHYkAAAAJ\u0026amp;hl=en\u0026amp;oi=ao\u0022\u003Eenergy economist\u003C\/a\u003E and an \u003Ca href=\u0022https:\/\/scholar.google.com\/citations?user=p4hJf78AAAAJ\u0026amp;hl=en\u0022\u003Einternational trade economist\u003C\/a\u003E, we field a lot of questions during such episodes, because when oil prices go up, manufacturers, businesses and ultimately \u003Ca href=\u0022https:\/\/theconversation.com\/soaring-gas-prices-and-disrupted-supply-chains-will-ripple-out-to-increase-costs-in-every-store-and-sector-of-the-economy-278349\u0022\u003Econsumers pay more\u003C\/a\u003E.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ESome basic economics\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003ECrude oil may be the most important commodity in the global economic system.\u003C\/p\u003E\u003Cp\u003EIt\u2019s a literal fuel for the industrial economy. It powers the engines that drive transportation and \u003Ca href=\u0022https:\/\/pavementinteractive.org\/reference-desk\/materials\/asphalt\/asphalt-production-and-oil-refining\/\u0022\u003Epaves the roads\u003C\/a\u003E vehicles drive on. It\u2019s a \u003Ca href=\u0022https:\/\/www.eia.gov\/tools\/faqs\/faq.php?id=34\u0026amp;t=6\u0022\u003Esource for plastics\u003C\/a\u003E from which the world\u2019s products get made and packaged, and a key ingredient at some point in \u003Ca href=\u0022https:\/\/theconversation.com\/oil-isnt-just-fuel-iran-conflict-could-disrupt-markets-for-everything-from-plastics-to-fertilizers-277946\u0022\u003Ealmost every supply chain\u003C\/a\u003E. Even \u003Ca href=\u0022https:\/\/theconversation.com\/hormuz-closure-threatens-the-global-food-supply-why-grocery-price-hikes-are-coming-279899\u0022\u003Efertilizers that boost the food supply\u003C\/a\u003E are made from it. In short, it is difficult to imagine modern life without \u003Ca href=\u0022https:\/\/www.business-standard.com\/world-news\/oil-role-modern-life-petrochemicals-impact-everyday-products-explained-126032300615_1.html\u0022\u003Eoil and its derivatives\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EAnd when its supply changes, its price changes. Economists explain this using a fundamental model of our field: the \u003Ca href=\u0022https:\/\/www.investopedia.com\/terms\/l\/law-of-supply-demand.asp\u0022\u003Esupply-demand\u003C\/a\u003E diagram. When there\u2019s less of something to go around, competition among consumers who want it and companies that need it can drive the price up.\u003C\/p\u003E\u003Cp\u003ESometimes this process can play out over time, allowing people to adjust their purchasing or activities to dampen price shocks. But when a significant source of the world\u2019s oil is effectively blocked without much advance notice, such as when the \u003Ca href=\u0022https:\/\/theconversation.com\/hormuz-closure-threatens-the-global-food-supply-why-grocery-price-hikes-are-coming-279899\u0022\u003Ethe U.S. and Israeli attacks on Iran closed the Strait of Hormuz\u003C\/a\u003E, prices can rise sharply in a short period of time.\u003C\/p\u003E\u003Cp\u003EA natural question many people ask when oil prices spike is: Where does all that additional money go, and who benefits from it?\u003C\/p\u003E\u003Cp\u003ESome people have \u003Ca href=\u0022https:\/\/mitpress.mit.edu\/9780262536165\/energy-and-civilization\/\u0022\u003Ewritten\u003C\/a\u003E \u003Ca href=\u0022https:\/\/press.princeton.edu\/books\/paperback\/9780691159638\/the-oil-curse\u0022\u003Eentire\u003C\/a\u003E \u003Ca href=\u0022https:\/\/global.oup.com\/academic\/product\/the-world-for-sale-9780197651537\u0022\u003Ebooks\u003C\/a\u003E dissecting all the places that money goes when it leaves consumers\u2019 pockets. But ultimately, the bulk of the money heads in the direction of the source of the oil itself \u2013 the oil companies.\u003C\/p\u003E\u003Cp\u003EWhat they do with the money varies widely, depending on where in the world an oil company is operating and who owns it. What also matters is the business environment \u2013 the set of laws and regulations \u2013 in which the company operates.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EMiddle East faces danger\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EOil producers in the Middle East face significant new risk because of the war in Iran, including threats to production, processing locations and shipping routes. These risks raise their costs for \u003Ca href=\u0022https:\/\/www.reuters.com\/world\/middle-east\/gulfs-worst-case-scenario-2026-04-08\/\u0022\u003Einsurance, security and transportation\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EBut \u003Ca href=\u0022https:\/\/theconversation.com\/why-the-persian-gulf-has-more-oil-and-gas-than-anywhere-else-on-earth-279303\u0022\u003Eproduction costs in the region\u003C\/a\u003E are relatively low, so higher global oil prices typically still translate into strong profits.\u003C\/p\u003E\u003Cp\u003EFor a major exporter such as Saudi Arabia, \u003Ca href=\u0022https:\/\/www.reuters.com\/business\/energy\/saudi-aramco-oil-colossus-2024-05-30\/\u0022\u003Ethe government owns and controls nearly all oil production\u003C\/a\u003E, so high prices generally benefit the government\u2019s finances and investments, even during a war. In Saudi Arabia, oil revenue has historically been used to \u003Ca href=\u0022https:\/\/agsi.org\/analysis\/aramco-and-the-saudi-government-budget\/\u0022\u003Efund public spending\u003C\/a\u003E.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EWest Texas gets a windfall\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EThe \u003Ca href=\u0022https:\/\/www.dallasfed.org\/research\/energy11\/permian\u0022\u003EPermian Basin\u003C\/a\u003E, the largest oil field in the U.S., is a long way from the Persian Gulf. When global oil prices rise because of the war in Iran, oil companies operating in West Texas effectively get a windfall gain: Prices rise more quickly than costs, at least in the short run.\u003C\/p\u003E\u003Cp\u003EThe immediate effect is more income from higher prices. \u003Ca href=\u0022https:\/\/www.houstonpublicmedia.org\/articles\/economy\/2026\/03\/11\/545798\/texas-oil-iran-war-gas-prices\/\u0022\u003EThe money largely goes to company owners\u003C\/a\u003E \u2013 meaning shareholders \u2013 through dividends, debt reduction, company-backed purchases of its own stock, and reinvestment in drilling and production. Over time, companies may decide to spend some of that windfall on building more production capacity or \u003Ca href=\u0022https:\/\/www.reuters.com\/breakingviews\/us-shale-wont-repeat-old-boom-iran-war-2026-04-02\/\u0022\u003Epipelines to get more oil and gas to market\u003C\/a\u003E.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ENorth Sea boosts government revenue\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EIn the North Sea, between the island of Great Britain and Scandinavia, a mix of multinational and government-owned companies produce most of the oil.\u003C\/p\u003E\u003Cp\u003EIn the U.K., private shareholders are the primary beneficiaries of higher profits from increased oil prices, though an \u003Ca href=\u0022https:\/\/commonslibrary.parliament.uk\/research-briefings\/cbp-9578\/\u0022\u003Eadditional tax on oil and gas companies\u2019 profits\u003C\/a\u003E means the government also collects a significant share of the money, which it uses to help pay public expenses.\u003C\/p\u003E\u003Cp\u003EIn Norway, oil revenues flow into the \u003Ca href=\u0022https:\/\/www.nbim.no\/en\/\u0022\u003EGovernment Pension Fund Global\u003C\/a\u003E, the world\u2019s largest sovereign wealth fund, valued at over $2 trillion. Laws govern how much, and for what purposes, money can be withdrawn from the fund, supporting \u003Ca href=\u0022https:\/\/www.nbim.no\/en\/about-us\/about-the-fund\/\u0022\u003Epublic spending and preserving wealth\u003C\/a\u003E for future generations. This is a similar model to \u003Ca href=\u0022https:\/\/apfc.org\/\u0022\u003EAlaska\u2019s state-owned program\u003C\/a\u003E, funded by oil revenue, that pays for government services and sends an annual dividend to every permanent resident.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003ERussian oligarchs get rich\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003ERussian oil is subject to \u003Ca href=\u0022https:\/\/www.politico.com\/newsletters\/national-security-daily\/2026\/04\/13\/the-return-of-russia-oil-sanctions-00869329\u0022\u003Estringent economic sanctions\u003C\/a\u003E imposed by major industrial countries as a response to the Russian invasion and occupation of parts of Ukraine. While the U.S. cannot control how much Russia charges for its oil, it can control services needed to move Russian oil around the world. Under current price sanctions, Western shipping, insurance and financing can be used to ship and sell Russian crude oil only if the price is \u003Ca href=\u0022https:\/\/sanctionsnews.bakermckenzie.com\/g7-sets-price-cap-for-russian-oil-at-usd-60-per-barrel\/\u0022\u003Ebelow $60 per barrel\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003ERussia\u2019s oil industry is dominated by government-controlled companies whose \u003Ca href=\u0022https:\/\/www.bbc.com\/news\/articles\/c4g6xgv1n41o\u0022\u003Eleaders maintain close ties\u003C\/a\u003E to President Vladimir Putin. The dealings of those shadowy figures are often shrouded in secrecy, but it is likely that \u003Ca href=\u0022https:\/\/www.reuters.com\/investigates\/section\/comrade-capitalism\/\u0022\u003Ethey and Putin\u2019s military-industrial complex\u003C\/a\u003E \u2013 not the Russian people \u2013 are the main beneficiaries of high oil prices.\u003C\/p\u003E\u003Ch2\u003E\u003Cstrong\u003EWhat this means for you\u003C\/strong\u003E\u003C\/h2\u003E\u003Cp\u003EEveryday U.S. consumers may not like the idea of their hard-earned cash going into the \u003Ca href=\u0022https:\/\/www.tu.no\/artikler\/the-10-wealthiest-people-in-the-oil-industry\/231147\u0022\u003Ealready deep pockets\u003C\/a\u003E of any of these groups. But in the short run, there\u2019s not much to do but pay the price. For the long run, however, people around the world are already thinking and talking about, and opting for, sources of energy that \u003Ca href=\u0022https:\/\/theconversation.com\/us-is-less-prone-to-oil-price-shocks-than-in-past-decades-277709\u0022\u003Edon\u2019t depend on fossil fuels\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis article is republished from \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EThe Conversation\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E under a Creative Commons license. Read the \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/when-oil-prices-spike-where-does-the-money-go-280763\u0022\u003E\u003Cem\u003E\u003Cstrong\u003Eoriginal article\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E.\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe market for oil is global, which is why events like the war in Iran affect oil prices \u2013 and prices of the wide range of products made from oil \u2013 literally everywhere. Federal data shows that the price at the primary crude oil hub in the U.S. \u003Ca href=\u0022https:\/\/www.eia.gov\/dnav\/pet\/hist\/RWTCD.htm\u0022\u003Ewas US$66 a barrel in late February 2026\u003C\/a\u003E \u2013 before the U.S. and Israel attacked Iran \u2013 and $101 a barrel on April 13. \u003Ca href=\u0022https:\/\/www.npr.org\/2026\/04\/09\/nx-s1-5745144\/oil-company-profits-high-oil-prices\u0022\u003ESimilar price increases\u003C\/a\u003E have reverberated around the globe.\u003C\/p\u003E\u003Cp\u003EAs an \u003Ca href=\u0022https:\/\/scholar.google.com\/citations?user=WhCSHYkAAAAJ\u0026amp;hl=en\u0026amp;oi=ao\u0022\u003Eenergy economist\u003C\/a\u003E and an \u003Ca href=\u0022https:\/\/scholar.google.com\/citations?user=p4hJf78AAAAJ\u0026amp;hl=en\u0022\u003Einternational trade economist\u003C\/a\u003E, we field a lot of questions during such episodes, because when oil prices go up, manufacturers, businesses and ultimately \u003Ca href=\u0022https:\/\/theconversation.com\/soaring-gas-prices-and-disrupted-supply-chains-will-ripple-out-to-increase-costs-in-every-store-and-sector-of-the-economy-278349\u0022\u003Econsumers pay more\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EEveryday U.S. consumers may not like the idea of their hard-earned cash going into the \u003Ca href=\u0022https:\/\/www.tu.no\/artikler\/the-10-wealthiest-people-in-the-oil-industry\/231147\u0022\u003Ealready deep pockets\u003C\/a\u003E of any of the oil-producing groups. But in the short run, there\u2019s not much to do but pay the price. For the long run, however, people around the world are already thinking and talking about, and opting for, sources of energy that \u003Ca href=\u0022https:\/\/theconversation.com\/us-is-less-prone-to-oil-price-shocks-than-in-past-decades-277709\u0022\u003Edon\u2019t depend on fossil fuels\u003C\/a\u003E.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech\u2013affiliated energy and trade economists describe how higher oil prices don\u2019t just hurt consumers\u2014they also shift enormous amounts of money to oil producers, with impacts varying by region, ownership, and government policy."}],"uid":"36413","created_gmt":"2026-05-07 20:10:19","changed_gmt":"2026-05-07 20:20:00","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-20T00:00:00-04:00","iso_date":"2026-04-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680221":{"id":"680221","type":"image","title":"file-20260415-71-kc4tq8.jpeg","body":"\u003Cp\u003EIn general, when supply of a product is reduced, prices rise. As a result, even when demand remains stable, the quantity consumers buy decreases because of higher prices. Matthew E. Oliver and Tibor Besede\u0161, \u003Ca href=\u0022http:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/\u0022\u003ECC BY-NC-ND\u003C\/a\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","created":"1778184730","gmt_created":"2026-05-07 20:12:10","changed":"1778184730","gmt_changed":"2026-05-07 20:12:10","alt":"Graph showing supply demand of crude oil with price plotted in the Y axis and quantity in million barrels per day in the X axis during the months of Feb-April 2026.","file":{"fid":"264465","name":"file-20260415-71-kc4tq8.jpeg","image_path":"\/sites\/default\/files\/2026\/05\/07\/file-20260415-71-kc4tq8.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/07\/file-20260415-71-kc4tq8.jpeg","mime":"image\/jpeg","size":115393,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/07\/file-20260415-71-kc4tq8.jpeg?itok=T4qXe3oZ"}},"680222":{"id":"680222","type":"image","title":"file-20260416-63-ul6ilw.jpeg","body":"\u003Cp\u003EA satellite photo shows damage from the war at Saudi Arabia\u2019s Ras Tanura oil refinery, which must be repaired before full operations can resume. \u003Ca href=\u0022https:\/\/www.gettyimages.com\/detail\/news-photo\/vantor-satellite-image-shows-the-damaged-sections-and-burnt-news-photo\/2263898268\u0022\u003ESatellite image (c) 2026 Vantor via Getty Images\u003C\/a\u003E\u003C\/p\u003E","created":"1778184836","gmt_created":"2026-05-07 20:13:56","changed":"1778184836","gmt_changed":"2026-05-07 20:13:56","alt":"A satellite photo shows damage from the war at Saudi Arabia\u2019s Ras Tanura oil refinery, which must be repaired before full operations can resume. Satellite image (c) 2026 Vantor via Getty Images","file":{"fid":"264466","name":"file-20260416-63-ul6ilw.jpeg","image_path":"\/sites\/default\/files\/2026\/05\/07\/file-20260416-63-ul6ilw.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/07\/file-20260416-63-ul6ilw.jpeg","mime":"image\/jpeg","size":869181,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/07\/file-20260416-63-ul6ilw.jpeg?itok=t6bc4Mxq"}},"680223":{"id":"680223","type":"image","title":"file-20260416-63-4z9v13.jpeg","body":"\u003Cp\u003EDrilling rigs in the North Sea are still operating and shipping oil. \u003Ca href=\u0022https:\/\/newsroom.ap.org\/detail\/DenmarkCarbonCapture\/9c2bf7ede3bf4f4b9a938934131da66d\/photo\u0022\u003EAP Photo\/James Brooks\u003C\/a\u003E\u003C\/p\u003E","created":"1778184879","gmt_created":"2026-05-07 20:14:39","changed":"1778184879","gmt_changed":"2026-05-07 20:14:39","alt":"Drilling rigs in the North Sea. AP Photo\/James Brooks","file":{"fid":"264467","name":"file-20260416-63-4z9v13.jpeg","image_path":"\/sites\/default\/files\/2026\/05\/07\/file-20260416-63-4z9v13.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/07\/file-20260416-63-4z9v13.jpeg","mime":"image\/jpeg","size":249017,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/07\/file-20260416-63-4z9v13.jpeg?itok=7sBRd-Bu"}}},"media_ids":["680221","680222","680223"],"related_links":[{"url":"https:\/\/theconversation.com\/when-oil-prices-spike-where-does-the-money-go-280763","title":"Original Article 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"},{"id":"187915","name":"go-researchnews"}],"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":"\u003Ch5\u003EAuthors\u003C\/h5\u003E\u003Cp\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/profiles\/matthew-e-oliver-2656330\u0022 rel=\u0022author\u0022\u003E\u003Cstrong\u003EMatthew E. Oliver\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003EAssociate Professor of Economics, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/profiles\/tibor-besedes-2656327\u0022 rel=\u0022author\u0022\u003E\u003Cstrong\u003ETibor Besede\u0161\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003EProfessor of Economics, Georgia Institute of Technology\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\u003E\u003Cstrong\u003Eshelley.wunder-smith@research.gatech.edu\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["shelley.wunder-smith@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690170":{"#nid":"690170","#data":{"type":"news","title":"Emily Weigel Receives National Award for Excellence in Ecology Education","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EIn recognition of her\u0026nbsp;extraordinary teaching, outreach, and mentoring activities,\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/emily-weigel\u0022\u003E\u003Cstrong\u003EEmily Weigel\u003C\/strong\u003E\u003C\/a\u003E has been awarded the\u0026nbsp;\u003Ca href=\u0022https:\/\/esa.org\/about\/awards\/eugene-p-odum-award-for-excellence-in-ecology-education\/\u0022\u003EEugene P. Odum Award for Excellence in Ecology Education\u003C\/a\u003E by the Ecological Society of America (ESA).\u0026nbsp;Each year, the award celebrates a singleone individual\u2019s sustained, outstanding work in ecology education.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cI\u2019m honored to receive the 2026 Odum Award,\u201d says Weigel, who is a senior academic professional in the\u0026nbsp;\u003Ca href=\u0022http:\/\/biosciences.gatech.edu\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E. \u201cGeorgia Tech is widely recognized for its research excellence, but teaching is mission-critical to the ways we serve the public good. This award reflects the incredible work happening in our classes and communities that drives science, and science education, forward.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EWeigel is among 10 individuals selected nationwide for annual ESA awards. \u201cThis year\u2019s award recipients have each contributed something important to ecology, often in very different ways,\u201d says ESA President\u003Cstrong\u003E Peter Groffman\u003C\/strong\u003E. \u201cThese are ecologists whose efforts have shaped the field, supported colleagues and created opportunities for others. I\u2019m glad to see that kind of work acknowledged.\u201d\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003EAbout Emily Weigel\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EWeigel\u2019s work focuses on improving biology education by examining how student backgrounds, values, and instructional practices shape learning outcomes. Her impact spans K\u201312 students, undergraduates, graduates, and members of the Atlanta community.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EKnown for her teaching innovations, she has pioneered new courses in biology, ecology, and statistics, and is also a leader in the\u0026nbsp;\u003Ca href=\u0022https:\/\/vip.gatech.edu\/\u0022\u003EVertically Integrated Projects program\u003C\/a\u003E at Georgia Tech.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EFrom studying the dynamics of flu, to using drone aerial footage to monitor Georgia Tech\u2019s changing landscape, to a long-term project monitoring the trees of the Campus Arboretum, Weigel shares that \u201cstudents thrive when they develop skills through real-world experiences.\u0022\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EWeigel has also creatively infused the traditional \u201cnature\u201d topics and fieldwork found in ecology curricula with modern technology and programming skills used in research. \u201cEffectively introducing professional skills, like programming in the language R, is innovative nationally,\u201d she says. By making R, an open-source programming language, more accessible, \u201cwe\u2019re preparing undergraduates for success in graduate school and their careers, and empowering them to learn other programming languages in the future.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn addition to teaching, Weigel plays a central role in mentoring and supporting students across the Institute.\u0026nbsp;She serves as the undergraduate academic advisor for around one-sixth of Georgia Tech\u2019s Biology majors, mentors graduate and undergraduate teaching assistants, and is\u0026nbsp;an instructor for the \u201cTech to Teaching\u201d capstone course in the\u0026nbsp;\u003Ca href=\u0022https:\/\/cetl.gatech.edu\/\u0022\u003ECenter for Teaching and Learning\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe award celebrates Weigel\u0027s sustained, outstanding work in ecology education.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The award celebrates Weigel\u0027s sustained, outstanding work in ecology education."}],"uid":"35599","created_gmt":"2026-05-06 14:54:00","changed_gmt":"2026-05-06 16:03:47","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-06T00:00:00-04:00","iso_date":"2026-05-06T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"675732":{"id":"675732","type":"image","title":"Emily Weigel, School of Biological Sciences","body":null,"created":"1732636877","gmt_created":"2024-11-26 16:01:17","changed":"1732636877","gmt_changed":"2024-11-26 16:01:17","alt":"Emily Weigel, School of Biological Sciences","file":{"fid":"259393","name":"Emily Weigel.jpg","image_path":"\/sites\/default\/files\/2024\/11\/26\/Emily%20Weigel.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2024\/11\/26\/Emily%20Weigel.jpg","mime":"image\/jpeg","size":1688447,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/11\/26\/Emily%20Weigel.jpg?itok=3q5Ssysf"}}},"media_ids":["675732"],"related_links":[{"url":"https:\/\/esa.org\/blog\/2026\/05\/06\/ecological-society-of-america-announces-2026-award-recipients\/","title":"Ecological Society of America announces 2026 award recipients"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"42901","name":"Community"},{"id":"42911","name":"Education"},{"id":"154","name":"Environment"},{"id":"129","name":"Institute and Campus"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"},{"id":"194611","name":"State Impact"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"187423","name":"go-bio"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193653","name":"Georgia Tech Research Institute"},{"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\u003EWritten by:\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003E\u003Cstrong\u003ESelena Langner\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003ECollege of Sciences\u003Cbr\u003EGeorgia Institute of Technology\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690139":{"#nid":"690139","#data":{"type":"news","title":"EPIcenter Awards Inaugural Funding to Advance Energy Policy Impact in the Southeast","body":[{"value":"\u003Cp\u003EThe Energy Policy and Innovation Center (\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEPIcenter\u003C\/a\u003E) at Georgia Tech has awarded funding to a new cohort of faculty through its ACCELERATE program, an initiative designed to strengthen Georgia Tech\u2019s thought leadership and real\u2011world impact in energy policy, decision\u2011making, and innovation across the Southeast.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEight faculty members received funding for projects that advance Georgia Tech energy research by generating early insights, expanding shared research tools, and exploring solutions related to energy policy, grid reliability, clean energy incentives, and industry\u2011driven innovation shaping Georgia\u2019s energy future.\u003C\/p\u003E\u003Cp\u003EBy supporting timely, policy-relevant research and engagement that connect Georgia Tech expertise with pressing regional energy challenges, the ACCELERATE program encourages collaboration across the Institute and with external partners, supports graduate student involvement, and amplifies research outputs that inform policy, regulatory, and market decisions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cACCELERATE is designed to help early- and mid-career faculty move quickly on ideas that can shape energy policy and practice,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/laura-taylor\u0022\u003ELaura Taylor\u003C\/a\u003E, director of EPIcenter. \u201cBy supporting both early\u2011stage collaboration and more developed policy research, the program enables Georgia Tech researchers to engage decision\u2011makers and stakeholders when it matters most.\u201d\u003C\/p\u003E\u003Cp\u003EProposals considered for funding were grounded in policy and behavioral research, including studies that examined how past or potential policies and regulations worked, and analyses of current market and behavioral outcomes that revealed management, policy, or regulatory gaps and opportunities. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EFunded projects span a range of disciplines and policy\u2011focused topics aligned with EPIcenter\u2019s mission, with a strong emphasis on challenges facing Georgia and the Southeast. Collectively, the awards support research development, data creation, stakeholder engagement, and public-facing thought leadership intended to inform energy policy and implementation.\u003C\/p\u003E\u003Cp\u003E\u0022As electricity demand grows, it is increasingly important to understand how\u0026nbsp;industrial processes could use energy flexibly to enable efficient use of renewable resources like solar and wind,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/research.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. \u201cSupport from the EPIcenter ACCELERATE program enables us to ask fundamental questions about how to design flexible systems and supply chains.\u0022\u003C\/p\u003E\u003Cp\u003EAwards ranged from $5,000 to $75,000. Projects that received ACCELERATE funding include:\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMeasuring the Alignment Between Legislators\u2019 Energy Bill Votes and Their District Characteristics in the Georgia House of Representatives\u003C\/strong\u003E\u003Cbr\u003E\u003Cem\u003EFaculty Researcher:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/planning.gatech.edu\/people\/clio-andris\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EClio Andris\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u003Cstrong\u003E,\u003C\/strong\u003E Associate Professor, School of City and\u0026nbsp;Regional Planning and School of Interactive Computing\u003C\/em\u003E\u003Cbr\u003E\u003Cbr\u003E\u003Cstrong\u003EStrengthening Georgia Tech\u2019s National Energy Modeling of Priority Research Areas\u003C\/strong\u003E\u003Cbr\u003E\u003Cem\u003EFaculty Researcher:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/marilyn-brown\u0022\u003E\u003Cem\u003EMarilyn Brown\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E, Regents\u0027 Professor and Brook\u0026nbsp;Byers Professor of Sustainable Systems, Jimmy and Rosalynn Carter School of Public Policy\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EProtecting Consumers From Price Volatility: Evidence and Policy Lessons From Georgia\u0027s Natural Gas Market\u003C\/strong\u003E\u003Cbr\u003E\u003Cem\u003EFaculty Researcher:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/dylan-brewer\u0022\u003E\u003Cem\u003EDylan Brewer\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E, Assistant Professor, School of Economics\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECan Place-Based Incentives Accelerate the Energy Transition?\u003C\/strong\u003E\u003Cbr\u003E\u003Cem\u003EFaculty Researcher:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/gaurav-doshi\u0022\u003E\u003Cem\u003EGaurav Doshi\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E, Assistant Professor, School of Economics\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThe Revolving Door in Utility Regulation\u003C\/strong\u003E\u003Cbr\u003E\u003Cem\u003EFaculty Researcher:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/spp.gatech.edu\/people\/person\/f276dd8a-0e13-5b66-b4cf-3d2960e01b2d\u0022\u003E\u003Cem\u003EMichelle Graff\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E, Assistant Professor, Jimmy and Rosalynn Carter School of Public Policy\u0026nbsp;\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHow Do Data Centers Affect Tradeoffs Between Reliability and Decarbonization?\u003C\/strong\u003E\u003Cbr\u003E\u003Cem\u003EFaculty Researchers:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/anthony-harding\u0022\u003E\u003Cem\u003ETony Harding\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E, Assistant Professor, Jimmy and Rosalynn Carter School of Public Policy, and\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/spp.gatech.edu\/people\/person\/c9f0cadc-5bb4-5b6f-9eca-bd38a9233993\u0022\u003E\u003Cem\u003EBrian An\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E, Assistant Professor, Jimmy and Rosalynn Carter School of Public Policy\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECalculating the Emissions Cost of the Solar Rebound for the United States\u003C\/strong\u003E\u003Cbr\u003E\u003Cem\u003EFaculty Researcher:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/econ.gatech.edu\/people\/person\/matthew-oliver\u0022\u003E\u003Cem\u003EMatt Oliver\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E, Associate Professor, School of Economics\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EEvaluating Long-Duration Flexibility of Industrial Demand in Electric Power Systems\u003C\/strong\u003E\u003Cbr\u003E\u003Cem\u003EFaculty Researchers:\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/micah-ziegler\u0022\u003E\u003Cem\u003EMicah Ziegler\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E,\u0026nbsp;assistant professor, School of Chemical and Biomolecular Engineering and the Jimmy and Rosalynn Carter School of Public Policy, and\u0026nbsp;\u003C\/em\u003E\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/constance-crozier\u0022\u003E\u003Cem\u003EConstance Crozier\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E, Assistant Professor, H. Milton Stewart School of Industrial and Systems Engineering\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EACCELERATE is an annual program open to all Georgia Tech faculty, focusing on policy\u2011 and decision\u2011relevant research that advances energy affordability, reliability, resilience, and decarbonization in the region.\u003C\/p\u003E\u003Cp\u003EMore information about EPIcenter\u2019s research areas and programs is available at\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003E\u003Cstrong\u003Eepicenter.energy.gatech.edu\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Energy Policy and Innovation Center (\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEPIcenter\u003C\/a\u003E) at Georgia Tech has awarded funding to a new cohort of faculty through its ACCELERATE program, an initiative designed to strengthen Georgia Tech\u2019s thought leadership and real\u2011world impact in energy policy, decision\u2011making, and innovation across the Southeast.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEight faculty members received funding for projects that advance Georgia Tech energy research by generating early insights, expanding shared research tools, and exploring solutions related to energy policy, grid reliability, clean energy incentives, and industry\u2011driven innovation shaping Georgia\u2019s energy future.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Energy Policy and Innovation Center at Georgia Tech has awarded funding to a new faculty cohort through its ACCELERATE program, designed to strengthen Georgia Tech\u2019s thought leadership and real world impact in energy policy in the Southeast."}],"uid":"36413","created_gmt":"2026-05-05 15:53:02","changed_gmt":"2026-05-06 02:11:13","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-05T00:00:00-04:00","iso_date":"2026-05-05T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680187":{"id":"680187","type":"image","title":"ACCELERATE-Program-Funding-Recipients--EPIcenter---1-.jpg","body":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EEPIcenter ACCELERATE Program Recipients: Top (Left to Right) - Clio Andris, Marilyn Brown, Dylan Brewer, Gaurav Doshi, Michelle Graff; Bottom (Left to Right) - Tony Harding, Brian An, Matt Oliver, Micah Ziegler, Constance Crozier\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003C\/div\u003E\u003Cp\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","created":"1778033435","gmt_created":"2026-05-06 02:10:35","changed":"1778033435","gmt_changed":"2026-05-06 02:10:35","alt":"EPIcenter ACCELERATE Program Recipients: Top (Left to Right) - Clio Andris, Marilyn Brown, Dylan Brewer, Gaurav Doshi, Michelle Graff; Bottom (Left to Right) - Tony Harding, Brian An, Matt Oliver, Micah Ziegler, Constance Crozier","file":{"fid":"264429","name":"ACCELERATE-Program-Funding-Recipients--EPIcenter---1-.jpg","image_path":"\/sites\/default\/files\/2026\/05\/05\/ACCELERATE-Program-Funding-Recipients--EPIcenter---1-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/05\/ACCELERATE-Program-Funding-Recipients--EPIcenter---1-.jpg","mime":"image\/jpeg","size":382746,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/05\/ACCELERATE-Program-Funding-Recipients--EPIcenter---1-.jpg?itok=9suDx9ym"}}},"media_ids":["680187"],"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"},{"id":"194612","name":"Workforce Development"}],"keywords":[{"id":"186858","name":"go-sei"}],"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 Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689630":{"#nid":"689630","#data":{"type":"news","title":"Georgia Tech Researchers Create \u201cLiving\u201d Polymers That Grow, Heal, and Transform ","body":[{"value":"\u003Cp\u003EMost plastic and rubber materials remain in a fixed shape from the moment they leave the mold. Their size and function are the same until they wear out or break. But what if synthetic materials could behave more like living organisms, growing or repairing themselves when needed?\u003C\/p\u003E\u003Cp\u003EA research team led by \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:\/\/www.me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E and the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.chbe.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Chemical and Biomolecular Engineering\u003C\/strong\u003E\u003C\/a\u003E, has created a new material designed to do exactly that. In a new \u003Ca href=\u0022https:\/\/advanced.onlinelibrary.wiley.com\/doi\/10.1002\/adma.202518567\u0022\u003E\u003Cstrong\u003Estudy published in \u003C\/strong\u003E\u003Cem\u003E\u003Cstrong\u003EAdvanced Materials\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E, Hu and her collaborators describe a groundbreaking class of \u201cliving\u201d polymers that can grow, shrink, heal, and even regenerate long after fabrication.\u003C\/p\u003E\u003Cp\u003ETheir work combines advances in chemistry, mechanics, and materials design into a polymer platform that could reshape how engineered products are built, maintained, and recycled.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/georgia-tech-researchers-create-living-polymers-grow-heal-and-transform\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\u003EMost plastic and rubber materials remain in a fixed shape from the moment they leave the mold. Their size and function are the same until they wear out or break. But what if synthetic materials could behave more like living organisms, growing or repairing themselves when needed?\u003C\/p\u003E\u003Cp\u003EA research team led by Yuhang Hu, associate professor in the George W. Woodruff School of Mechanical Engineering and the School of Chemical and Biomolecular Engineering, has created a new material designed to do exactly that. In a new study published in Advanced Materials, Hu and her collaborators describe a groundbreaking class of \u201cliving\u201d polymers that can grow, shrink, heal, and even regenerate long after fabrication.\u003C\/p\u003E\u003Cp\u003ETheir work combines advances in chemistry, mechanics, and materials design into a polymer platform that could reshape how engineered products are built, maintained, and recycled.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A research team led by Yuhang Hu describe a groundbreaking class of \u201cliving\u201d polymers that can grow, shrink, heal, and even regenerate long after fabrication."}],"uid":"35851","created_gmt":"2026-04-10 18:49:20","changed_gmt":"2026-05-01 19:06:52","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-25T00:00:00-04:00","iso_date":"2026-03-25T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679916":{"id":"679916","type":"image","title":"IMG_2578.jpg","body":null,"created":"1775846974","gmt_created":"2026-04-10 18:49:34","changed":"1775846974","gmt_changed":"2026-04-10 18:49:34","alt":"Yuhang Hu and students in the lab","file":{"fid":"264137","name":"IMG_2578.jpg","image_path":"\/sites\/default\/files\/2026\/04\/10\/IMG_2578.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/10\/IMG_2578.jpg","mime":"image\/jpeg","size":5920775,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/10\/IMG_2578.jpg?itok=TLH4hBVG"}}},"media_ids":["679916"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"135","name":"Research"}],"keywords":[{"id":"194701","name":"go-resarchnews"}],"core_research_areas":[{"id":"39471","name":"Materials"},{"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:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690016":{"#nid":"690016","#data":{"type":"news","title":"How a Lens Is Pushing the Limits of Near-Zero\u2011Power Wireless Communication to Gigabits\u2011Per\u2011Second Speeds","body":[{"value":"\u003Cp\u003EEarlier this year, Georgia Tech researchers showed that \u003Ca href=\u0022https:\/\/ece.gatech.edu\/news\/2026\/01\/energy-wireless-signals-could-power-smart-cities-and-ai-enabling-systems\u0022\u003E\u003Cstrong\u003Especially designed lenses could harvest energy from ambient wireless signals\u003C\/strong\u003E\u003C\/a\u003E, pointing toward a future of battery-free sensors embedded throughout smart cities and digital infrastructure.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBut powering devices is only part of the challenge. Enabling those same systems to communicate at modern data rates is a much harder. That\u2019s the leap the team is now making. The same lens-based approach is being used to unlock high-speed communication once considered out of reach for ultra-low-power systems.\u003C\/p\u003E\u003Cp\u003EIn a \u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41467-026-70454-8\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003Estudy published in Nature Communications\u003C\/strong\u003E\u003C\/a\u003E, researchers in \u003Ca href=\u0022https:\/\/ece.gatech.edu\/directory\/emmanouil-m-tentzeris\u0022\u003E\u003Cstrong\u003EProfessor Manos (Emmanouil) Tentzeris\u2019\u003C\/strong\u003E\u003C\/a\u003E \u003Ca href=\u0022https:\/\/athena.gatech.edu\/\u0022\u003E\u003Cstrong\u003EAgile Technologies for High-performance Electromagnetic Novel Applications\u003C\/strong\u003E\u003C\/a\u003E (ATHENA) lab demonstrated a first-of-its-kind lens-enabled backscatter system capable of multi-gigabit data rates, reaching up to 4 gigabits per second (Gbps). At the same time, it operates using only a fraction of the power required by conventional wireless devices \u2014 bringing high-speed connectivity to systems that were never meant to support it.\u003C\/p\u003E\u003Cp\u003EFor years, backscatter has been treated as a tradeoff: extremely low power, but extremely limited performance. Rather than generating its own radio signal, a backscatter device modulates and reflects existing wireless transmissions to communicate, allowing it to operate with minimal energy.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAs a result, backscatter has typically been used only to send small amounts of data, most often in simple identification and sensing systems.\u003C\/p\u003E\u003Cp\u003E\u201cWhat we\u2019ve shown is that backscatter doesn\u2019t have to be slow,\u201d said Marvin Joshi, the research lead and Ph.D. candidate in the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Electrical and Computer Engineering\u003C\/strong\u003E\u003C\/a\u003E. \u201cWith the right architecture, it can operate at gigabit\u2011per\u2011second speeds while remaining ultra\u2011low power.\u201d\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Ch5\u003E\u003Cstrong\u003EThe Lens That Makes It Possible\u003C\/strong\u003E\u003C\/h5\u003E\u003Cp\u003EThe Georgia Tech team\u2019s dielectric lens \u2014 similar in spirit to an optical lens \u2014 focuses incoming millimeter-wave energy onto an array of tiny antenna elements, enabling both wireless energy capture and high\u2011speed backscatter communication within the same system.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EThe system reshapes and reflects\u0026nbsp;existing wireless signals,\u0026nbsp;with each element modulating the reflected signal to enable high-speed data transmission without requiring a traditional transmitter.\u003C\/p\u003E\u003Cp\u003EAt millimeter-wave frequencies, used by 5G and future 6G systems, there is plenty of available bandwidth, but signals at these frequencies are highly directional and sensitive to alignment.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn practice, that means even small misalignment can break the link. This has been a major limitation for real-world deployment. The lens overcomes that constraint by enabling high gain and wide angular coverage simultaneously, without the need for active beam steering.\u003C\/p\u003E\u003Cp\u003E\u201cThink of it like a camera lens for wireless signals,\u201d Tentzeris said, who is a Ed and Pat Joy Chair Professor in ECE. \u201cIt captures energy coming from many different directions and focuses it efficiently onto the device.\u201d\u003C\/p\u003E\u003Cp\u003EThe result is a system that can communicate over a \u00b155-degree field of view, maintaining strong performance even when the device and the reader are not perfectly aligned.\u003C\/p\u003E\u003Ch5\u003E\u003Cstrong\u003EFiber-Level Speeds, Nearly Zero Power\u003C\/strong\u003E\u003C\/h5\u003E\u003Cp\u003EIn controlled experiments, the researchers achieved data rates of up to four Gbps, with sustained gigabit communication at distances of up to 20 meters, using high-order modulation schemes like those used in modern cellular networks.\u003C\/p\u003E\u003Cp\u003EFor a system that doesn\u2019t generate its own signal, those numbers are unexpectedly efficient. The system operates at just 0.08 picojoules per bit \u2014 approaching million-fold improvements compared to conventional wireless radios.\u003C\/p\u003E\u003Cp\u003E\u201cTo put that in perspective,\u201d Tentzeris said, \u201ca typical wireless transmitter burns milliwatts of power. This system operates at essentially near-zero power while pushing the data rates 1,000 times higher than what traditional backscatter could do.\u201d\u003C\/p\u003E\u003Cp\u003ETaken together, the results point to a fundamentally different class of wireless system, according to Tentzeris, one that combines high data rates with ultra-low power in a way that hasn\u2019t been demonstrated before.\u003C\/p\u003E\u003Cp\u003EBased on standard wireless modeling, the team estimates the technology could support Gbps communication over distances of kilometers when paired with existing 5G millimeter-wave infrastructure, extending high-speed, ultra-low-power links far beyond what has been achievable with backscatter systems.\u003C\/p\u003E\u003Cp\u003E\u201cThat combination is exactly what future wireless networks are moving toward. This capability aligns naturally with next\u2011generation 6G systems,\u201d said Tentzeris, pointing to the growing importance of Integrated Sensing and Communication (ISAC) and Joint Communication and Sensing (JCAS) frameworks that require simultaneous communication, sensing, and localization.\u003C\/p\u003E\u003Ch5\u003E\u003Cstrong\u003EFrom Smart Cities to Disaster Response\u003C\/strong\u003E\u003C\/h5\u003E\u003Cp\u003EBut speed and efficiency are only part of the story. Because the devices are low-cost, lightweight, and printable, they could be deployed at massive scale on buildings, roads, vehicles, drones, or wearable systems.\u003C\/p\u003E\u003Cp\u003EIn a smart city, thousands of these tags could continuously exchange information about traffic, air quality, or structural health without ever needing batteries. That means dense, always-on sensing and communication without worrying about power or upkeep.\u003C\/p\u003E\u003Cp\u003EIn disaster zones, temporary high-speed networks could be set up almost instantly, without cables or power infrastructure.\u003C\/p\u003E\u003Cp\u003E\u201cImagine an ambulance transmitting high-resolution medical images in real time, or first responders building a live digital map of a disaster area,\u201d Joshi said. \u201cYou get fiber-like performance, but completely wireless and energy-efficient.\u201d\u003C\/p\u003E\u003Ch5\u003E\u003Cstrong\u003EWhat\u2019s Next\u003C\/strong\u003E\u003C\/h5\u003E\u003Cp\u003EThe architecture also lends itself to intelligent optimization, where AI-based control can be enabled to dynamically enhance signal capture and system efficiency, further expanding performance in large-scale deployments.\u003C\/p\u003E\u003Cp\u003E\u201cThis is really about adding intelligence to anything, anywhere,\u201d Tentzeris said. \u201cWhen communication becomes this fast, efficient, and scalable, entirely new applications become possible.\u201d\u003C\/p\u003E\u003Cp\u003EWith the core architecture now demonstrated, the ATHENA Lab team is shifting focus from proof\u2011of\u2011concept to deployment. That means moving out of the lab and into real-world environments. The next phase includes testing the system outdoors, integrating it onto drones and mobile platforms, and exploring flatter, more compact lens designs that could be easier to mount on real-world infrastructure.\u003C\/p\u003E\u003Cp\u003E\u201cWe\u2019re thinking about how this fits into the broader wireless ecosystem,\u201d Joshi said. \u201cWe\u2019ve shown what\u2019s possible. Now the question is how far we can push it in the real world.\u0022\u003Cbr\u003E\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EEmmanouil Tentzeris and Marvin Joshi\u2019s new work demonstrates how a lens\u2011enabled backscatter system can deliver modern wireless capability without traditional transmitters.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Emmanouil Tentzeris and Marvin Joshi\u2019s new work demonstrates how a lens\u2011enabled backscatter system can deliver modern wireless capability without traditional transmitters."}],"uid":"36172","created_gmt":"2026-04-24 18:52:15","changed_gmt":"2026-05-01 19:06:21","author":"dwatson71","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-24T00:00:00-04:00","iso_date":"2026-04-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680070":{"id":"680070","type":"image","title":"Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication_Cropped.jpg","body":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EProfessor Emmanouil \u201cManos\u201d Tentzeris and Ph.D. student Marvin Joshi hold a lens\u2011enabled backscatter system that could support battery\u2011free wireless communication across future smart city infrastructure.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","created":"1777056803","gmt_created":"2026-04-24 18:53:23","changed":"1777056803","gmt_changed":"2026-04-24 18:53:23","alt":"Professor Emmanouil \u201cManos\u201d Tentzeris and Ph.D. student Marvin Joshi hold a lens\u2011enabled backscatter system that could support battery\u2011free wireless communication across future smart city infrastructure.","file":{"fid":"264304","name":"Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication_Cropped.jpg","image_path":"\/sites\/default\/files\/2026\/04\/24\/Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication_Cropped.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/24\/Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication_Cropped.jpg","mime":"image\/jpeg","size":2337169,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/24\/Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication_Cropped.jpg?itok=Gu4as_BP"}},"680071":{"id":"680071","type":"image","title":"In-Front-of-Emergency-Box_Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication.jpg","body":"\u003Cp\u003EShown near existing campus emergency infrastructure, the lens\u2011enabled backscatter device highlights how ultra\u2011low\u2011power wireless systems could be integrated directly into everyday infrastructure without relying on batteries or wired power.\u003C\/p\u003E","created":"1777056803","gmt_created":"2026-04-24 18:53:23","changed":"1777056803","gmt_changed":"2026-04-24 18:53:23","alt":"Shown near existing campus emergency infrastructure, the lens\u2011enabled backscatter device highlights how ultra\u2011low\u2011power wireless systems could be integrated directly into everyday infrastructure without relying on batteries or wired power.","file":{"fid":"264305","name":"In-Front-of-Emergency-Box_Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication.jpg","image_path":"\/sites\/default\/files\/2026\/04\/24\/In-Front-of-Emergency-Box_Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/24\/In-Front-of-Emergency-Box_Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication.jpg","mime":"image\/jpeg","size":4596093,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/24\/In-Front-of-Emergency-Box_Marvin-and-Manos-Holding-Lens-Device-for-Low-Power-Communication.jpg?itok=o2b8SZXE"}},"680072":{"id":"680072","type":"image","title":"Close-UP-of-Device-for-Low-Power-Communication.png","body":"\u003Cp\u003EA close\u2011up view of the device displays an array of tiny antenna elements positioned behind the lens, each modulating reflected wireless signals to enable high\u2011speed communication with minimal energy use.\u003C\/p\u003E","created":"1777056803","gmt_created":"2026-04-24 18:53:23","changed":"1777056803","gmt_changed":"2026-04-24 18:53:23","alt":"A close\u2011up view of the device displays an array of tiny antenna elements positioned behind the lens, each modulating reflected wireless signals to enable high\u2011speed communication with minimal energy use.","file":{"fid":"264306","name":"Close-UP-of-Device-for-Low-Power-Communication.png","image_path":"\/sites\/default\/files\/2026\/04\/24\/Close-UP-of-Device-for-Low-Power-Communication.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/24\/Close-UP-of-Device-for-Low-Power-Communication.png","mime":"image\/png","size":9238983,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/24\/Close-UP-of-Device-for-Low-Power-Communication.png?itok=EAWIcr6A"}},"680073":{"id":"680073","type":"image","title":"Lens-enabled-Backscatter-Concept-Illustration.jpg","body":"\u003Cp\u003EA concept illustration shows how the\u0026nbsp;lens-enabled system\u2019s\u0026nbsp;wide angular coverage and passive backscatter communication enable flexible deployment on moving platforms such as drones and aircraft, as well as fixed smart city infrastructure and personal devices.\u003C\/p\u003E","created":"1777056803","gmt_created":"2026-04-24 18:53:23","changed":"1777056803","gmt_changed":"2026-04-24 18:53:23","alt":"A concept illustration shows how the lens-enabled system\u2019s wide angular coverage and passive backscatter communication enable flexible deployment on moving platforms such as drones and aircraft, as well as fixed smart city infrastructure and personal devices.","file":{"fid":"264307","name":"Lens-enabled-Backscatter-Concept-Illustration.jpg","image_path":"\/sites\/default\/files\/2026\/04\/24\/Lens-enabled-Backscatter-Concept-Illustration.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/24\/Lens-enabled-Backscatter-Concept-Illustration.jpg","mime":"image\/jpeg","size":621750,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/24\/Lens-enabled-Backscatter-Concept-Illustration.jpg?itok=OfC3c6C8"}}},"media_ids":["680070","680071","680072","680073"],"groups":[{"id":"660369","name":"Matter and Systems"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"145","name":"Engineering"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"195061","name":"Marvin Joshi"},{"id":"413","name":"Manos Tentzeris"},{"id":"167025","name":"ATHENA Lab"},{"id":"195062","name":"Nature Communications"},{"id":"195063","name":"backscatter communication"},{"id":"195064","name":"lens\u2011based architecture"},{"id":"195065","name":"wireless energy harvesting"},{"id":"195066","name":"millimeter\u2011wave signals"},{"id":"195067","name":"ultra\u2011low\u2011power communication"},{"id":"195068","name":"multi\u2011gigabit data rates"}],"core_research_areas":[{"id":"193658","name":"Commercialization"},{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"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\u003EDan Watson\u003C\/p\u003E","format":"limited_html"}],"email":["dwatson71@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690066":{"#nid":"690066","#data":{"type":"news","title":"Professor, Student to Design Collaborative AI Systems Through Microsoft Fellowships","body":[{"value":"\u003Cp\u003EA Georgia Tech School of Interactive Computing professor and his Ph.D. student have been named to the 2026 list of Microsoft Research Fellows and Fellowship Advisors.\u003C\/p\u003E\u003Cp\u003EAssociate Professor Alan Ritter and Ph.D. student Ethan Mendes were awarded fellowships for their work on creating artificial intelligence (AI) agents that function as teammates.\u003C\/p\u003E\u003Cp\u003EMendes was named a fellow, while Ritter will serve as his fellowship advisor.\u003C\/p\u003E\u003Cp\u003EThe Microsoft Research Fellowship is open to faculty, students, and postdocs. Ritter said that if Microsoft sees alignment in a project, it gives recipients the opportunity to work even closer with their collaborators by inviting them to join as additional fellows.\u003C\/p\u003E\u003Cp\u003EThat turned out to be the case with Mendes after Ritter listed him as a collaborator in his fellowship proposal.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019m delighted to serve as Ethan Mendes\u2019 fellowship advisor,\u201d Ritter said. \u201cHe is an exceptionally strong researcher, and I\u2019m excited to see his work recognized through the Microsoft Research Fellowship.\u201d\u003C\/p\u003E\u003Cp\u003EThrough the fellowship, Ritter and Mendes will design AI systems that better support collaboration and decision-making within organizations.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe goal is to move beyond AI as a tool for a single user and instead study how AI can help groups make more informed, transparent, and coordinated decisions,\u201d Ritter said. \u201cWe will focus on methods that bring together information from many different sources, help people reason under uncertainty, and generate analyses that support collective problem-solving in complex work settings.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EProfessor Named to Sustainability Cohort\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThe Purple Mai\u2019a Foundation has selected Associate Professor Josiah Hester to join its Eahou Global Immersion Cohort.\u003C\/p\u003E\u003Cp\u003EThe Purple Mai\u2019a Foundation is a technology education nonprofit headquartered in Aiea, Hawaii, that teaches coding and computer science to Native Hawaiian students.\u003C\/p\u003E\u003Cp\u003EThe 29 members of the Eahou Global Immersion Cohort from 15 countries are leaders from indigenous communities recognized for their contributions to sustainability.\u003C\/p\u003E\u003Cp\u003EHester is a Native Hawaiian whose research centers on sustainable and battery-free technology.\u003C\/p\u003E\u003Cp\u003EThe cohort will gather on O\u2019ahu May 1-3 for Eahou Fest, where they will share stories and solutions from research around the world.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019m honored to be selected for the Eahou Global Immersion Cohort and to learn alongside such an inspiring group of resilience leaders who come from around the globe,\u201d Hester said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cParticipants are selected for their significant leadership over the past decade and their ability to bring what they learn back to their communities and integrate it into ongoing work and partnerships. I\u2019m excited to connect these experiences with my work and bring these lessons back into research and teaching at Georgia Tech.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EJill Watson Creator Receives AAAI Lecture Award\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EProfessor Ashok Goel received one of the most distinguished awards from the Association for the Advancement of Artificial Intelligence (AAAI).\u003C\/p\u003E\u003Cp\u003EGoel was selected as the 20th recipient of the AAAI Robert S. Engel Memorial Lecture Award. Established in 2003, the award is given to those who have demonstrated excellence in AI scholarship, outstanding applications of AI, and extraordinary service to AAAI and the AI community.\u003C\/p\u003E\u003Cp\u003EGoel received the award in January during the AAAI Conference on Artificial Intelligence in Singapore. According to the awards program, Goel was recognized for contributions to biologically inspired design, case-based reasoning, and application of AI in virtual teaching.\u003C\/p\u003E\u003Cp\u003EGoel is the inventor of Jill Watson, one of the first AI virtual teaching assistants used in higher education classrooms.\u003C\/p\u003E\u003Cp\u003EAAAI is also the publisher of AI Magazine, which Goel served as editor-in-chief from 2016 to 2021.\u003C\/p\u003E\u003Cp\u003E\u201cI am both honored and humbled to receive AAAI\u0027s Robert Engelmore Award,\u201d Goel said. \u201cBob was a long-time editor of AAAI\u0027s AI Magazine, and many years after he retired, I became the editor of the magazine. This makes the Engelmore Award special to me.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u0026nbsp;Associate Professor Alan Ritter and Ph.D. student Ethan Mendes were named as Microsoft Research Fellows and Fellowship Advisors. Associate Professor Josiah Hester has joined The Purple Mai\u0027a Foundation\u0027s Eahou Global Immersion Cohort. Professor Ashok Goel received the Robert S. Engle Memorial Lecture Award from AAAI.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"School of Interactive Computing faculty and students have recently received notable awards and honors, including Microsoft research fellowship awards."}],"uid":"36530","created_gmt":"2026-04-30 10:52:51","changed_gmt":"2026-04-30 20:08:06","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-30T00:00:00-04:00","iso_date":"2026-04-30T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680119":{"id":"680119","type":"image","title":"2X6A9222.jpg","body":null,"created":"1777546387","gmt_created":"2026-04-30 10:53:07","changed":"1777546387","gmt_changed":"2026-04-30 10:53:07","alt":"Alan Ritter","file":{"fid":"264359","name":"2X6A9222.jpg","image_path":"\/sites\/default\/files\/2026\/04\/30\/2X6A9222.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/30\/2X6A9222.jpg","mime":"image\/jpeg","size":81758,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/30\/2X6A9222.jpg?itok=2h-1p1bj"}}},"media_ids":["680119"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"135","name":"Research"},{"id":"193157","name":"Student Honors and Achievements"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"192863","name":"go-ai"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"335","name":"Microsoft"},{"id":"14597","name":"MIcrosoft Research"},{"id":"173384","name":"Microsoft Research fellowship"},{"id":"183739","name":"Microsoft Research Ph.D. Fellowship"},{"id":"84331","name":"and sustainability"},{"id":"98401","name":"AAAI"}],"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":""}},"690023":{"#nid":"690023","#data":{"type":"news","title":"Student-Led Symposium Spotlights the Impact of Undergraduate Neuroscience Research","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EAt Georgia Tech, undergraduate students are an integral part of the research enterprise \u2013 particularly when it comes to neuroscience. That dedication to undergraduate research was on full display on April 8, when more than 100 students from Atlanta-area universities gathered for the annual ATL Neuro Networking and Symposium Night.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThis student-run event, hosted by the Georgia Tech Student Neuroscience Association (SNA) and co-sponsored by the \u003Ca href=\u0022https:\/\/neuro.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EInstitute for Neuroscience, Neurotechnology, and Society (INNS)\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/neuroscience.cos.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ENeuroscience Undergraduate Program at Georgia Tech\u003C\/a\u003E, aimed to bring together students and faculty from the broader Atlanta neuroscience community for an evening of data-blitz talks showcasing faculty research, undergraduate poster presentations, and catered networking.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cOur goal was to bridge the gap between Atlanta\u2019s institutions and showcase the diversity of undergraduate research,\u201d says \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/harshinvijay\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EHarshin Vijay\u003C\/a\u003E, symposium director of SNA. \u201cBy bringing these groups together through SNA, we\u2019re fostering an ecosystem where the next generation of scientists can exchange ideas and build collaborative networks essential for future innovation.\u0022\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe impact of undergraduate neuroscience research is \u201cmore than bench to bedside,\u201d said INNS Executive Director Chris Rozell at the event. \u201cIt\u2019s about advancing neuroscience and neurotechnology to improve society through discovery and innovation. Undergraduate research catalyzes innovation \u2013 invigorating and advancing educational programs through collaboration that empowers society \u2013 fueling impact and fostering the community of next-generation scientists.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFeaturing more than 40 undergraduate posters, research topics ranged anywhere from the impact of music on associative memory to the role of taste projection neurons in\u003Cem\u003E Drosophila\u003C\/em\u003E. Some students even examined their own coursework, either as a TA or their involvement with capstone research.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThere are neuroscientists in every College at Georgia Tech, and we have undergraduate neuroscience students performing research all over campus and in the broader Atlanta neuroscience community,\u201d says \u003Ca href=\u0022https:\/\/neuro.gatech.edu\/user\/1322\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EKatharine McCann\u003C\/a\u003E, the director of Undergraduate Research for Georgia Tech\u2019s neuroscience program. \u201cEvents like this bring those students together to learn from each other and broaden their networks. It is exciting to see so many students passionate about their research.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFour posters were awarded for their work:\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EBest Poster Design:\u003C\/strong\u003E \u201cRole of Taste Projection Neurons in Drosophila Taste Processing\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EHanti Jiang, Emory University\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EBest Presentation:\u003C\/strong\u003E \u201cNeuroscience and Computer Science Roots of Pattern Recognition\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003ERishi Polepally, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EAryan Kumar, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EVedanth Natarajan, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EBest 4001 Group: \u201c\u003C\/strong\u003EEvaluating Cognitive Engagement in AI-Generated VS. Human-Created Educational Content\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EHannah Ammari, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EShobini Palaniappan, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003ERayhan Quraishi, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EAryan Shah, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EDivya Tadanki, \u0026nbsp;Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EPeople\u0027s Choice Award:\u003C\/strong\u003E \u201cVibration as an effective facilitation of sensorimotor learning in\u003Cem\u003E Blaptica dubia \u003C\/em\u003Ecockroaches\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EDiana Sethna, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EJacob Hayes, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EEllie Kate Watson, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EArya Oak, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003E\u003Cp lang=\u0022EN-US\u0022\u003EEsha Panse, Georgia Tech\u0026nbsp;\u003C\/p\u003E\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cul\u003E\u003Cli\u003EHersh Mathur, Georgia Tech\u0026nbsp;\u003C\/li\u003E\u003C\/ul\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech undergraduates organized and hosted a cross-campus symposium showcasing the impact and breadth of undergraduate neuroscience research.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech undergraduates organized and hosted a cross-campus symposium showcasing the impact and breadth of undergraduate neuroscience research."}],"uid":"36781","created_gmt":"2026-04-27 15:12:14","changed_gmt":"2026-04-30 15:45:31","author":"hashcraft6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-28T00:00:00-04:00","iso_date":"2026-04-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680106":{"id":"680106","type":"image","title":"OpeningRemarksattheATLNeuroNetworkingandSymposiumNight.jpg","body":"\u003Cp\u003EChris Rozell is giving the opening remarks at the ATL Neuro Networking and Symposium Night.\u003C\/p\u003E","created":"1777483840","gmt_created":"2026-04-29 17:30:40","changed":"1777486932","gmt_changed":"2026-04-29 18:22:12","alt":"Chris Rozell is giving the opening remarks at the ATL Neuro Networking and Symposium Night.","file":{"fid":"264345","name":"IMG_1481.jpg","image_path":"\/sites\/default\/files\/2026\/04\/29\/IMG_1481.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/29\/IMG_1481.jpg","mime":"image\/jpeg","size":298534,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/29\/IMG_1481.jpg?itok=PXcqMivU"}},"680109":{"id":"680109","type":"image","title":"Postersession1photo1.jpg","body":"\u003Cp\u003EA group of students is discussing a poster, and the presenter is giving an example during the first poster session.\u0026nbsp;\u003C\/p\u003E","created":"1777483840","gmt_created":"2026-04-29 17:30:40","changed":"1777487034","gmt_changed":"2026-04-29 18:23:54","alt":"A group of students is discussing a poster, and the presenter is giving an example during the first poster session. ","file":{"fid":"264348","name":"IMG_1488.jpg","image_path":"\/sites\/default\/files\/2026\/04\/29\/IMG_1488.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/29\/IMG_1488.jpg","mime":"image\/jpeg","size":1702587,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/29\/IMG_1488.jpg?itok=zLBZ5OjP"}},"680108":{"id":"680108","type":"image","title":"Postersession2photo2.jpg","body":"\u003Cp\u003EA group of students and faculty is discussing a poster during the second poster session.\u0026nbsp;\u003C\/p\u003E","created":"1777483840","gmt_created":"2026-04-29 17:30:40","changed":"1777487140","gmt_changed":"2026-04-29 18:25:40","alt":"A group of students and faculty is discussing a poster during the first poster session.","file":{"fid":"264347","name":"IMG_1513.jpg","image_path":"\/sites\/default\/files\/2026\/04\/29\/IMG_1513.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/29\/IMG_1513.jpg","mime":"image\/jpeg","size":1933691,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/29\/IMG_1513.jpg?itok=s1xYLez9"}},"680107":{"id":"680107","type":"image","title":"Postersession2photo1.jpg","body":"\u003Cp\u003EA group of students and faculty is discussing a capstone poster during the second poster session.\u0026nbsp;\u003C\/p\u003E","created":"1777483840","gmt_created":"2026-04-29 17:30:40","changed":"1777487220","gmt_changed":"2026-04-29 18:27:00","alt":"A group of students and faculty is discussing a capstone poster during the second poster session.\u00a0","file":{"fid":"264346","name":"IMG_1515.jpg","image_path":"\/sites\/default\/files\/2026\/04\/29\/IMG_1515.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/29\/IMG_1515.jpg","mime":"image\/jpeg","size":1352788,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/29\/IMG_1515.jpg?itok=73TZajK6"}}},"media_ids":["680106","680109","680108","680107"],"related_links":[{"url":"https:\/\/neuro.gatech.edu\/","title":"Institute for Neuroscience, Neurotechnology, and Society"},{"url":"https:\/\/neuroscience.cos.gatech.edu\/","title":"Neuroscience Programs"},{"url":"https:\/\/research.gatech.edu\/undergraduate-neuroscience-research-program-gives-georgia-tech-students-advantage","title":"Undergraduate Neuroscience Research Program Gives Georgia Tech Students an Advantage"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"66220","name":"Neuro"}],"categories":[{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"172970","name":"go-neuro"}],"core_research_areas":[{"id":"193656","name":"Neuro Next Initiative"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Cstrong\u003EWriter:\u003C\/strong\u003E Hunter Ashcraft\u003Cbr\u003ECommunications Student Assistant\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EMedia Contact:\u003C\/strong\u003E Audra Davidson\u003Cbr\u003EResearch Communications Program Manager\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/p\u003E","format":"limited_html"}],"email":["audra.davidson@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690061":{"#nid":"690061","#data":{"type":"news","title":"Tech Engineers to Develop a New Catheter to Improve Heart Procedures","body":[{"value":"\u003Cp\u003EWhen patients undergo procedures to open blocked heart arteries, precision matters. Even small imperfections in placing a stent can affect blood flow and long-term health. Now, a research team led by \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/degertekin\u0022\u003EF. Levent Degertekin\u003C\/a\u003E, Regents\u2019 Entrepreneur, George W. Woodruff Chair in Mechanical Systems, and professor in the \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E, is working to change that with a new kind of catheter designed to give doctors clearer, real-time insight during these life-saving procedures.\u003C\/p\u003E\u003Cp\u003EBacked by a four-year, $2.2 million National Institutes of Health Research Project (R01) grant, the project aims to develop a microcatheter that combines high-resolution imaging with precise pressure sensing in a single device.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/tech-engineers-develop-new-catheter-improve-heart-procedures\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\u003EWhen patients undergo procedures to open blocked heart arteries, precision matters. Even small imperfections in placing a stent can affect blood flow and long-term health. Now, a research team led by F. Levent Degertekin, Regents\u2019 Entrepreneur, George W. Woodruff Chair in Mechanical Systems, and professor in the George W. Woodruff School of Mechanical Engineering, is working to change that with a new kind of catheter designed to give doctors clearer, real-time insight during these life-saving procedures.\u003C\/p\u003E\u003Cp\u003EBacked by a four-year, $2.2 million National Institutes of Health Research Project (R01) grant, the project aims to develop a microcatheter that combines high-resolution imaging with precise pressure sensing in a single device.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Backed by a four-year, $2.2 million National Institutes of Health Research Project (R01) grant, the project led by F. Levent Degertekin aims to develop a microcatheter that combines high-resolution imaging with precise pressure sensing in a single device."}],"uid":"35851","created_gmt":"2026-04-29 21:28:57","changed_gmt":"2026-04-29 21:30:38","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-29T00:00:00-04:00","iso_date":"2026-04-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680116":{"id":"680116","type":"image","title":"Figs_for_Degertekin_news_article.png","body":null,"created":"1777498147","gmt_created":"2026-04-29 21:29:07","changed":"1777498147","gmt_changed":"2026-04-29 21:29:07","alt":"A new kind of catheter designed to give doctors clearer, real-time insight during these life-saving procedures.","file":{"fid":"264356","name":"Figs_for_Degertekin_news_article.png","image_path":"\/sites\/default\/files\/2026\/04\/29\/Figs_for_Degertekin_news_article.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/29\/Figs_for_Degertekin_news_article.png","mime":"image\/png","size":493579,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/29\/Figs_for_Degertekin_news_article.png?itok=sgFOB9q_"}}},"media_ids":["680116"],"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\u003E\u003Ca href=\u0022mailto:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689587":{"#nid":"689587","#data":{"type":"news","title":"Georgia Tech Researchers Use Statistics and Math to Understand How The Brain Works","body":[{"value":"\u003Cp\u003ENothing rivals the human brain\u2019s complexity. Its 86 billion neurons and 85 billion other cells make an estimated 100 trillion connections. If the brain were a computer, it would perform an exaflop (a billion-billion) mathematical calculations every second and use the equivalent of only 20 watts of power. As impressive as the brain is, neurologists can\u2019t fully explain how neurons work together.\u003C\/p\u003E\u003Cp\u003ETo help find answers, researchers at the \u003Ca href=\u0022https:\/\/neuro.gatech.edu\u0022\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/a\u003E (INNS) are using math, data, and AI to unlock the secrets of thought. Together they are helping turn the brain\u2019s raw electrical \u201cnoise\u201d into real insights about how people think, move, and perceive the world.\u003C\/p\u003E\u003Cp\u003EFair warning: Prepare your neurons for the complexity of this brain research ahead.\u003C\/p\u003E\u003Ch3\u003EBuilding AI Like a Brain\u003C\/h3\u003E\u003Cp\u003EWhat if artificial neurons in AI programs were arranged as they are in the brain?\u003C\/p\u003E\u003Cp\u003EAI programs would then help us understand why the brain is organized the way it is. This neuro-AI synthesis would also work faster, use less energy, and be easier to interpret. Creating such systems is the goal of \u003Ca href=\u0022https:\/\/psychology.gatech.edu\/people\/apurva-ratan-murty\u0022\u003EApurva Ratan Murty\u003C\/a\u003E, an assistant professor of \u003Ca href=\u0022https:\/\/psychology.gatech.edu\/\u0022\u003EPsychology\u003C\/a\u003E who is creating topographic AI models like the one above of three domains \u2014 vision, audition, and language inspired by the brain. In the near future, he predicts doctors might be able to use these patterns to predict the effects of brain lesions and other disorders. \u201cWe\u2019re not there yet,\u201d he says. \u201cBut our work brings us significantly closer to that future than ever before.\u201d\u003C\/p\u003E\u003Ch3\u003EComputing Thought and Movement\u003C\/h3\u003E\u003Cp\u003EHow cats walk keeps \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/node\/5354\u0022\u003EChethan Pandarinath\u003C\/a\u003E on his toes. This biomedical engineer uses sensors to analyze how two sets of feline leg muscles \u2014 flexors and extensors \u2014 are controlled by the spinal cord. Understanding how that happens could help patients partially paralyzed from spinal cord injuries, strokes, or progressive neuro-degenerative diseases get back on their feet again. \u201cMy lab is using AI tools that allow us to turn complex spinal cord activity data into something we can interpret. It tells us there\u2019s a simple underlying structure behind the complex activity patterns,\u201d says the associate professor.\u003C\/p\u003E\u003Ch3\u003ERevealing the Brain\u2019s Spike Patterns\u003C\/h3\u003E\u003Cp\u003E\u201cThe brain is like a symphony conductor,\u201d says \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/node\/3736\u0022\u003ESimon Sponberg\u003C\/a\u003E. \u201cIndividual instruments have some independent control, but most of the music comes from the brain\u2019s precise coordination of notes among the different players in the body.\u201d This \u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003Ephysics\u003C\/a\u003E professor studies the fantastically fast-beating wings of the hummingbird-sized hawk moth (Manduca sexta). Its agile flight movement comes as a result of spikes in electrical activity in 10 muscles. Sponberg found something that surprised him \u2014 the brain focuses less on creating the number of spikes than in orchestrating their precise patterns over time. To Sponberg, every millisecond matters. \u201cWe are just beginning to understand how the nervous system first acquires precisely timed spiking patterns during development,\u201d he says.\u003C\/p\u003E\u003Ch3\u003EPredicting Decisions Through Statistics\u003C\/h3\u003E\u003Cp\u003EPut a mouse in a maze with food far away, and it will learn to find it. But life for mice \u2014 and people \u2014 isn\u2019t so simple. Sometimes they want to explore, only want water, or just want to go home. What\u2019s more, animals make decisions based on their history, not just on how they feel at the moment. To dig deeper into the decision-making process, \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/node\/18557\u0022\u003EAnqi Wu\u003C\/a\u003E, an assistant professor in the \u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E, is giving mice more options. By using a new computational framework called SWIRL (Switching Inverse Reinforcement Learning), her findings have outperformed models that fail to take historical behavior into account. \u201cWe\u2019re seeking to understand not only animal behavior but also human behavior to gain insight into the human decision-making process over a long period of time,\u201d she says.\u003C\/p\u003E\u003Ch3\u003EModeling the Mind\u2019s Wiring With Math\u003C\/h3\u003E\u003Cp\u003EConnectivity shapes cognition in the cerebral cortex, a layered structure in the brain. The visual cortex, in particular, processes visual data from the retina relayed through the Lateral Geniculate Nucleus (LGN) in the thalamus, and directs it to the correct cognitive domain in the brain. How it does this is the mystery that computational neuroscientist \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/node\/13005\u0022\u003EHannah Choi\u003C\/a\u003E wants to solve. \u201cThe big question I\u2019m interested in is how network connectivity patterns in the architecture of the LGN are related to computations,\u201d says this assistant \u003Ca href=\u0022https:\/\/math.gatech.edu\/\u0022\u003Emath\u003C\/a\u003E professor. To find answers, she shows mice repeated image patterns such as flower-cat-dog-house and then disrupts the pattern. The goal? To grasp how the thalamus\u2019s nonlinear dynamical system works. If scientists and doctors better understand how brain regions are wired together, such knowledge could lead to better disease treatment.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis story was originally published through the Georgia Tech Alumni Magazine. Read the original publication \u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.gtalumni.org\/news\/2026\/georgia-tech-researchers-use-statistics-and-math-to-understand-how-the-brain-works.html\u0022\u003E\u003Cem\u003Ehere\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E.\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EResearchers at Georgia Tech are using math, science, and artificial intelligence to better understand how people think, move, and perceive the world.\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers at Georgia Tech are using math, science, and artificial intelligence to better understand how people think, move, and perceive the world."}],"uid":"35575","created_gmt":"2026-04-09 14:51:00","changed_gmt":"2026-04-29 19:29:24","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-09T00:00:00-04:00","iso_date":"2026-04-09T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679908":{"id":"679908","type":"image","title":"AdobeStock_506880018.jpeg","body":"\u003Cp\u003EResearchers at Georgia Tech are using math, science, and artificial intelligence to better understand how people think, move, and perceive the world.\u003C\/p\u003E","created":"1775747910","gmt_created":"2026-04-09 15:18:30","changed":"1775747910","gmt_changed":"2026-04-09 15:18:30","alt":"Digital illustration of a human brain split down the middle: the left side is filled with white mathematical equations, diagrams, and formulas, while the right side is surrounded by colorful, flowing lines and abstract wave patterns against a dark blue background.","file":{"fid":"264129","name":"AdobeStock_506880018.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/09\/AdobeStock_506880018.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/09\/AdobeStock_506880018.jpeg","mime":"image\/jpeg","size":11158535,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/09\/AdobeStock_506880018.jpeg?itok=smMzQtFc"}},"679903":{"id":"679903","type":"image","title":"Brain-Data-New-480x3301.jpg","body":"\u003Cp\u003E\u003Cem\u003ECaption:\u0026nbsp;This image shows a topographic vision model trained to have a brain-like organization.\u003C\/em\u003E\u003C\/p\u003E","created":"1775746394","gmt_created":"2026-04-09 14:53:14","changed":"1775746394","gmt_changed":"2026-04-09 14:53:14","alt":"Three layered, abstract heat\u2011map style grids in shades of blue, red, and beige, stacked to resemble data layers or visualization panels.","file":{"fid":"264124","name":"Brain-Data-New-480x3301.jpg","image_path":"\/sites\/default\/files\/2026\/04\/09\/Brain-Data-New-480x3301.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/09\/Brain-Data-New-480x3301.jpg","mime":"image\/jpeg","size":53268,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/09\/Brain-Data-New-480x3301.jpg?itok=vNYzcaPf"}},"679904":{"id":"679904","type":"image","title":"Chethan-480x330.jpg","body":"\u003Cp\u003E\u003Cem\u003ECaption:\u0026nbsp;This shows how spinal cord activity guides transitions in muscle output for extensor muscles.\u003C\/em\u003E\u003C\/p\u003E","created":"1775746465","gmt_created":"2026-04-09 14:54:25","changed":"1775746465","gmt_changed":"2026-04-09 14:54:25","alt":"Two side\u2011by\u2011side scientific diagrams labeled Cat 1 and Cat 2 showing clusters of colored data points and curved gray lines representing muscle\u2011activity patterns during movement. Each diagram includes blue, green, and yellow point clusters and marked \u2018extensor onset\u2019 and \u2018extensor offset\u2019 angles.","file":{"fid":"264125","name":"Chethan-480x330.jpg","image_path":"\/sites\/default\/files\/2026\/04\/09\/Chethan-480x330.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/09\/Chethan-480x330.jpg","mime":"image\/jpeg","size":67950,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/09\/Chethan-480x330.jpg?itok=RaB1s5Rq"}},"679906":{"id":"679906","type":"image","title":"new_figure-480x330.jpg","body":"\u003Cp\u003E\u003Cem\u003ECaption: This shows how mice behave differently when they are pursuing different goals.\u0026nbsp;\u003C\/em\u003E\u003C\/p\u003E","created":"1775746563","gmt_created":"2026-04-09 14:56:03","changed":"1775746563","gmt_changed":"2026-04-09 14:56:03","alt":"Three maze-like diagrams labeled \u2018water,\u2019 \u2018home,\u2019 and \u2018explore,\u2019 each showing colored paths representing an animal\u2019s movement through the maze. The paths shift from dark purple at the start to bright yellow at the end, indicating progression over time according to the color scale on the right","file":{"fid":"264127","name":"new_figure-480x330.jpg","image_path":"\/sites\/default\/files\/2026\/04\/09\/new_figure-480x330.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/09\/new_figure-480x330.jpg","mime":"image\/jpeg","size":103865,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/09\/new_figure-480x330.jpg?itok=wezz9ZzE"}},"679905":{"id":"679905","type":"image","title":"Brain-Data-Sponberg-480x330.jpg","body":"\u003Cp\u003E\u003Cem\u003ECaption:\u0026nbsp;This shows the spike patterns of a hawk moth. Motor systems use spike codes to control motor output.\u003C\/em\u003E\u003C\/p\u003E","created":"1775746508","gmt_created":"2026-04-09 14:55:08","changed":"1775746508","gmt_changed":"2026-04-09 14:55:08","alt":"Diagram showing a hawk moth in the center surrounded by twelve circular charts. Each chart displays proportional black and blue segments representing spike count and spike timing data for left and right muscle groups. A legend explains the colors, and text below notes that the values show mutual information estimates for 10 muscles across seven moths","file":{"fid":"264126","name":"Brain-Data-Sponberg-480x330.jpg","image_path":"\/sites\/default\/files\/2026\/04\/09\/Brain-Data-Sponberg-480x330.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/09\/Brain-Data-Sponberg-480x330.jpg","mime":"image\/jpeg","size":81244,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/09\/Brain-Data-Sponberg-480x330.jpg?itok=l_G56joM"}},"679907":{"id":"679907","type":"image","title":"GaTech_Brain-Data_Hannanh-Choi_480x330.jpg","body":"\u003Cp\u003E\u003Cem\u003ECaption:\u0026nbsp;This shows how visual data from the retina is directed to the correct cognitive domain in the brain through a region of the visual cortex.\u003C\/em\u003E\u003C\/p\u003E","created":"1775746605","gmt_created":"2026-04-09 14:56:45","changed":"1775746605","gmt_changed":"2026-04-09 14:56:45","alt":"Diagram showing neural connectivity between cortical layers in regions labeled V1 and LM. Arrows connect circular nodes representing layers L2\/3, L4, and L5, with green and orange arrows indicating directional pathways. A magnified inset on the right illustrates a simplified microcircuit with shapes labeled Pyr, Sst, and Vip connected by colored arrows.","file":{"fid":"264128","name":"GaTech_Brain-Data_Hannanh-Choi_480x330.jpg","image_path":"\/sites\/default\/files\/2026\/04\/09\/GaTech_Brain-Data_Hannanh-Choi_480x330.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/09\/GaTech_Brain-Data_Hannanh-Choi_480x330.jpg","mime":"image\/jpeg","size":51645,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/09\/GaTech_Brain-Data_Hannanh-Choi_480x330.jpg?itok=MfeiKQbd"}}},"media_ids":["679908","679903","679904","679906","679905","679907"],"related_links":[{"url":"https:\/\/neuro.gatech.edu\/georgia-tech-uses-computing-and-engineering-methods-shift-neuroscience-paradigms","title":"Georgia Tech Uses Computing and Engineering Methods to Shift Neuroscience Paradigms"},{"url":"https:\/\/neuro.gatech.edu\/head-toe-georgia-tech-researchers-treat-entire-human-body-through-neuroscience-research","title":"Head to Toe: Georgia Tech Researchers Treat the Entire Human Body Through Neuroscience Research"},{"url":"https:\/\/neuro.gatech.edu\/better-brain-machine-interfaces-could-allow-paralyzed-communicate-again","title":"Better Brain-Machine Interfaces Could Allow the Paralyzed to Communicate Again"}],"groups":[{"id":"66220","name":"Neuro"},{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"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":"187915","name":"go-researchnews"},{"id":"172970","name":"go-neuro"},{"id":"192249","name":"cos-community"},{"id":"173647","name":"_for_math_site_"},{"id":"193733","name":"_for_math_site_manual_feed_"},{"id":"187423","name":"go-bio"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193656","name":"Neuro Next 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\u003E\u003Cstrong\u003EWriter:\u003C\/strong\u003E George Spencer\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ENews and Media Contact:\u003C\/strong\u003E \u003Ca href=\u0022mailto:audra.davidson@research.gatech.edu\u0022\u003EAudra Davidson\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["audra.davidson@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690025":{"#nid":"690025","#data":{"type":"news","title":"James Stroud Awarded Linnean Society\u2019s Bicentenary Medal","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EEvolutionary ecologist\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.gatech.edu\/stroudlab\/\u0022\u003E\u003Cstrong\u003EJames Stroud\u003C\/strong\u003E\u003C\/a\u003E has been\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linnean.org\/news\/2026\/04\/27\/the-linnean-society-announces-2026-medal-and-award-recipients\u0022\u003Eawarded the Bicentenary Medal\u003C\/a\u003E by the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linnean.org\/\u0022\u003ELinnean Society of London\u003C\/a\u003E in recognition of his pioneering work in evolutionary ecology and community contributions. Stroud serves as an Elizabeth Smithgall-Watts Early Career Assistant Professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EOne the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linnean.org\/the-society\u0022\u003Eoldest existing biological societies in the world\u003C\/a\u003E, the Linnean Society of London is renowned as the venue where, in July 1858,\u0026nbsp;\u003Cstrong\u003ECharles Darwin\u003C\/strong\u003E and\u0026nbsp;\u003Cstrong\u003EAlfred Russel Wallace\u0026nbsp;\u003C\/strong\u003Efirst publicly announced the theory of evolution by natural selection \u2014 more than a year before Darwin published\u0026nbsp;\u003Cem\u003EOn the Origin of Species\u003C\/em\u003E. The annual Bicentenary Medal is considered one of the most prestigious awards for researchers studying natural history.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis honor is profoundly meaningful to me \u2014 both as an evolutionary biologist and a Londoner,\u201d says Stroud. \u201cTo be recognized here, at the very heart of evolutionary biology\u2019s history, is deeply personal, incredibly exciting, and very special.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EStroud is one of 10 exemplary researchers to be recognized by the Linnean Society this year with a medal or award.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe are thrilled to celebrate the 2026 Linnean Society medal and award recipients, whose work advances our vision of a world where nature is understood, valued and protected,\u201d says\u0026nbsp;\u003Cstrong\u003EMark\u0026nbsp;Watson\u003C\/strong\u003E, who serves as\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003Epresident of the Linnean Society. \u201cAt a time when the importance of biodiversity and conservation has never been clearer, their achievements show the power of curiosity, dedication and scientific endeavor.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EUnderstanding Lizards \u2014 and Life on Earth\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EAt Georgia Tech, Stroud investigates the ecological and evolutionary processes of lizards in order to understand patterns of biological diversity at a larger scale.\u0026nbsp;\u201cStudying lizards in their natural habitats allows us to directly investigate how species adapt and evolve in real time,\u201d he explains, \u201cand this helps us understand how ecological and evolutionary processes shape life on Earth.\u0022\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EFor over 10 years, he has run one of the longest-running evolutionary studies of its kind: catching, documenting, and releasing each of the 1,000 lizards who reside on \u201cLizard Island,\u201d Stroud\u2019s living lab in Florida.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn 2025, he was awarded a\u0026nbsp;\u003Ca href=\u0022https:\/\/cos.gatech.edu\/news\/mapping-evolution-james-stroud-named-2025-packard-fellow\u0022\u003EPackard Fellowship\u0026nbsp;\u003C\/a\u003Eto further develop the project by\u0026nbsp;equipping each lizard with a tiny sensor backpack to document their behaviors and movements in real time \u2014 with the goal of creating evolution\u2019s first high-definition map.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn 2014, Stroud also founded a community science project called \u201cLizards on the Loose\u201d to introduce middle school students to ecological science. A collaboration with Fairchild Tropical Botanic Garden, the program now reaches students from over 100 schools across South Florida.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe annual Bicentenary Medal is considered one of the most prestigious awards for researchers studying natural history.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The annual Bicentenary Medal is considered one of the most prestigious awards for researchers studying natural history."}],"uid":"35599","created_gmt":"2026-04-27 17:53:01","changed_gmt":"2026-04-28 15:43:30","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-28T00:00:00-04:00","iso_date":"2026-04-28T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"674805":{"id":"674805","type":"image","title":"James Stroud ","body":null,"created":"1725457026","gmt_created":"2024-09-04 13:37:06","changed":"1725457266","gmt_changed":"2024-09-04 13:41:06","alt":"James Stroud ","file":{"fid":"258368","name":"Stroud_BES_portrait.png","image_path":"\/sites\/default\/files\/2024\/09\/04\/Stroud_BES_portrait.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2024\/09\/04\/Stroud_BES_portrait.png","mime":"image\/png","size":1200520,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2024\/09\/04\/Stroud_BES_portrait.png?itok=G30UrFWd"}}},"media_ids":["674805"],"related_links":[{"url":"https:\/\/www.linnean.org\/news\/2026\/04\/27\/the-linnean-society-announces-2026-medal-and-award-recipients","title":"The Linnean Society Announces 2026 Medal and Award Recipients"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"42901","name":"Community"},{"id":"154","name":"Environment"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"187423","name":"go-bio"}],"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\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003E\u003Cstrong\u003ESelena Langner\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003ECollege of Sciences\u003Cbr\u003EGeorgia Institute of Technology\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689714":{"#nid":"689714","#data":{"type":"news","title":"Bringing the Classroom to the Coast","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EWhile many students spent Spring Break chasing sun and surf, a group enrolled in the \u003Cem\u003EEAS 4755: Sea Level Rise and Global Geotechnics\u0026nbsp;\u003C\/em\u003Ecourse, taught by\u0026nbsp;\u003Ca href=\u0022https:\/\/eas.gatech.edu\/people\/robel-alexander\u0022\u003E\u003Cstrong\u003EAlex Robel\u003C\/strong\u003E\u003C\/a\u003E and\u003Ca href=\u0022https:\/\/ce.gatech.edu\/directory\/person\/jorge-macedo\u0022\u003E\u0026nbsp;\u003Cstrong\u003EJorge Macedo\u003C\/strong\u003E\u003C\/a\u003E\u003Cem\u003E,\u0026nbsp;\u003C\/em\u003Eheaded to the coast for a different reason \u2014 to learn how three coastal communities across the Southeast are responding to sea-level rise and flooding and how science, engineering, and community priorities intersect.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThis is the third time the class has been offered, but the first to include an extended community-based learning experience.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe students were able to see firsthand how concepts discussed in the classroom translated into real infrastructure decisions shaping vulnerable coastal communities,\u201d says Robel, an associate professor in the\u003Ca href=\u0022https:\/\/eas.gatech.edu\/\u0022\u003E\u0026nbsp;School of Earth and Atmospheric Sciences\u003C\/a\u003E.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn previous years, the course relied on guest speakers, often remote, to provide real-world insights. Robel and Macedo, an associate professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/ce.gatech.edu\/\u0022\u003ESchool of Civil and Environmental Engineering\u003C\/a\u003E, advocated for this year\u2019s field trip to give students direct exposure to how the concepts taught in class are used in coastal communities.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cPlaces like Savannah, Tybee Island, and Charleston aren\u2019t planning for a distant future; they\u2019re making real infrastructure decisions right now,\u201d explains Robel.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ECoastal Case Studies\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp dir=\u0022ltr\u0022\u003EOn Tybee Island, city leaders and U.S. Army Corps of Engineers staff discussed with students how to balance tourism, environmental protection, and shoreline preservation. Site visits highlighted tide gates and living shorelines as flood mitigation strategies.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThen, in Savannah, students met with city staff to explore challenges facing historic, low-lying cities and visited the\u0026nbsp;\u003Ca href=\u0022https:\/\/chsgeorgia.org\/pin-point-heritage-museum\/?gad_source=1\u0026amp;gad_campaignid=22849387911\u0026amp;gbraid=0AAAABAqP5dcvz7sLdulhSOGywjIQeklj1\u0026amp;gclid=CjwKCAjw-dfOBhAjEiwAq0RwI59jWRaJPfy1zynMN4cT3osvJhOlKEqoDZFGnC_BVcL3GUjTwKwtmxoCHcwQAvD_BwE\u0022\u003EPin Point Heritage Museum\u003C\/a\u003E where Gullah-Geechee community leaders spoke about the cultural, environmental, and equity dimensions of flood planning.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe trip concluded in Charleston with discussions led by the city\u2019s chief resilience officer and tours of the Low Battery Seawall and a neighborhood pump station, illustrating how flood infrastructure can serve both functional and public-facing roles. Students also visited\u0026nbsp;\u003Ca href=\u0022https:\/\/jmt.com\/\u0022\u003EJMT\u003C\/a\u003E, the engineering firm behind several of the projects studied, where engineers discussed design trade-offs and career paths in coastal and municipal infrastructure.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ERegional Risks, Real Responses\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe regional context is especially important because Georgia Tech graduates are heavily concentrated in the Southeast, and many go on to careers designing, managing, or approving infrastructure projects in coastal communities,\u201d says Robel. \u201cWith a more concentrated vulnerability to sea-level rise in the Southeast than any other part of the United States, the most potential flooding is likely to occur here in the Atlantic Southeast and Gulf Coast.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EHe adds that \u201cif we\u2019re educating the scientists, engineers, and decision-makers who will be working in these communities, they must understand the practicalities of flood resilience and how to make informed decisions based on the best current science.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EAlthough the idea for the field experience had been years in the making, it became feasible only recently with support from an internal grant on sustainability education and community-based learning administered by the\u003Ca href=\u0022https:\/\/www.scre.research.gatech.edu\/\u0022\u003E Center for Sustainable Communities Research and Education\u003C\/a\u003E. Robel also emphasized the importance of long-standing relationships with coastal communities and governments in making the trip a success.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe reached a point where we had both the resources and the relationships to make the experience meaningful,\u201d he shares.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ECareer Context\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe students met professionals from a wide range of career paths, including federal and local government agencies, private engineering firms, and municipal stormwater departments.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cA major goal of the trip was giving students the chance to see what career paths in coastal resilience really look like,\u201d says Robel. \u201cThose conversations helped students understand not just the technical work, but also the financing, politics, and community concerns that shape infrastructure decisions \u2014 parts of the job that are harder to capture in the classroom.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EStudents enjoyed the opportunity to get real-world context:\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis trip made me reconsider my post-graduation plans. I used to think the geology industry was just oil and gas, but this trip showed me different ways I can apply my skills to help the environment as well as local communities in their efforts to adapt to sea-level rise concerns,\u201d says\u0026nbsp;\u003Cstrong\u003EMandala Pham\u003C\/strong\u003E, a Ph.D. student studying geophysics.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe most valuable part of the experience was observing sea-level rise mitigation infrastructure in-person, and the trip was a great experience overall to make new friends and gain valuable experiences,\u201d adds\u0026nbsp;\u003Cstrong\u003EAlexander Brison\u003C\/strong\u003E, a fourth-year environmental engineering major.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EBy grounding classroom concepts in real places and real decisions, the Spring Break field experience reinforced the course\u2019s goal: preparing students to engage thoughtfully with the challenges coastal communities are already facing.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EStudents study sea-level rise and coastal resilience on spring break field experience.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Students study sea-level rise and coastal resilience on spring break field experience."}],"uid":"36607","created_gmt":"2026-04-13 18:08:43","changed_gmt":"2026-04-27 14:37:15","author":"ls67","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-13T00:00:00-04:00","iso_date":"2026-04-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679933":{"id":"679933","type":"image","title":"Class members spent the first day on the beach at Tybee Island learning how beach nourishment and dune restoration are helping preserve one of the most popular beaches in the southeast.","body":"\u003Cp\u003EClass members spent the first day on the beach at Tybee Island learning how beach nourishment and dune restoration are helping preserve one of the most popular beaches in the southeast.\u003C\/p\u003E","created":"1776104340","gmt_created":"2026-04-13 18:19:00","changed":"1776104340","gmt_changed":"2026-04-13 18:19:00","alt":"A group of people standing on a beach.","file":{"fid":"264156","name":"Day1_TybeeIsland_Beach_GroupPhoto_01-copy-2.png","image_path":"\/sites\/default\/files\/2026\/04\/13\/Day1_TybeeIsland_Beach_GroupPhoto_01-copy-2.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/Day1_TybeeIsland_Beach_GroupPhoto_01-copy-2.png","mime":"image\/png","size":29262725,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/Day1_TybeeIsland_Beach_GroupPhoto_01-copy-2.png?itok=u1Hmq958"}},"679934":{"id":"679934","type":"image","title":"Charleston city officials spoke with students about how multiple municipal departments work together on flood mitigation","body":"\u003Cdiv\u003ECharleston city officials spoke with students about how multiple municipal departments work together on flood mitigation\u003C\/div\u003E","created":"1776105481","gmt_created":"2026-04-13 18:38:01","changed":"1776105481","gmt_changed":"2026-04-13 18:38:01","alt":"A group sitting around a big table in a conference room.","file":{"fid":"264158","name":"bafkreiehbez7batf7ukyosqkx3rqbgauazshsglq6cfaazf5hvsovet4nu.jpg","image_path":"\/sites\/default\/files\/2026\/04\/13\/bafkreiehbez7batf7ukyosqkx3rqbgauazshsglq6cfaazf5hvsovet4nu.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/bafkreiehbez7batf7ukyosqkx3rqbgauazshsglq6cfaazf5hvsovet4nu.jpg","mime":"image\/jpeg","size":746185,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/bafkreiehbez7batf7ukyosqkx3rqbgauazshsglq6cfaazf5hvsovet4nu.jpg?itok=w6YrOj_G"}},"679935":{"id":"679935","type":"image","title":"A highlight of the trip included a visit to the Pin Point Heritage Museum to learn about one of the largest remaining Gullah-Geechee communities in the Southeast and their historical relationship to the marsh, fisheries, and flooding.","body":"\u003Cp\u003EA highlight of the trip included a visit to the Pin Point Heritage Museum to learn about one of the largest remaining Gullah-Geechee communities in the Southeast and their historical relationship to the marsh, fisheries, and flooding.\u003C\/p\u003E","created":"1776105560","gmt_created":"2026-04-13 18:39:20","changed":"1776105560","gmt_changed":"2026-04-13 18:39:20","alt":"A group of students standing by a wooden rowboat.","file":{"fid":"264159","name":"Pinpointbafkreidtshhdvtbuwgbtiwwjlmu4yhxnkx4ieku66lipuhiw6xcpzflzze.jpg","image_path":"\/sites\/default\/files\/2026\/04\/13\/Pinpointbafkreidtshhdvtbuwgbtiwwjlmu4yhxnkx4ieku66lipuhiw6xcpzflzze.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/Pinpointbafkreidtshhdvtbuwgbtiwwjlmu4yhxnkx4ieku66lipuhiw6xcpzflzze.jpg","mime":"image\/jpeg","size":899292,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/Pinpointbafkreidtshhdvtbuwgbtiwwjlmu4yhxnkx4ieku66lipuhiw6xcpzflzze.jpg?itok=M1juWLG6"}}},"media_ids":["679933","679934","679935"],"related_links":[{"url":"https:\/\/eas.gatech.edu\/news\/17\/eas-faculty-named-endowed-positions","title":"EAS Faculty Named to Endowed Positions"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"364801","name":"School of Earth and Atmospheric Sciences (EAS)"}],"categories":[{"id":"42911","name":"Education"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"192254","name":"cos-climate"}],"core_research_areas":[{"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 Segraves Smith\u003C\/a\u003E\u003Cbr\u003ECollege of Sciences\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":["laura.smith@cos.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689875":{"#nid":"689875","#data":{"type":"news","title":"The Hidden Language of Life\u2019s Early Proteins","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EHow did the earliest life on Earth build complex biological machinery with so few tools? A new study explores how the simplest building blocks of proteins \u2014 once limited to just half of today\u2019s amino acids \u2014 could still form the sophisticated structures life depends on.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe paper,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.sciencedirect.com\/science\/article\/pii\/S258959742600047X\u0022\u003E\u003Cem\u003EThe Borderlands of Foldability: Lessons from Simplified Proteins\u003C\/em\u003E\u003C\/a\u003E, is a meta-analysis of six decades of protein research and reveals that ancient proteins may have been far more complicated and dynamic than previously thought.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ERecently published in the journal\u0026nbsp;\u003Cem\u003ETrends in Chemistry\u003C\/em\u003E, the study includes Georgia Tech researchers\u0026nbsp;\u003Ca href=\u0022https:\/\/chemistry.gatech.edu\/people\/lynn-kamerlin\u0022\u003E\u003Cstrong\u003ELynn Kamerlin\u003C\/strong\u003E\u003C\/a\u003E, professor in the\u0026nbsp;\u003Ca href=\u0022http:\/\/chemistry.gatech.edu\u0022\u003ESchool of Chemistry and Biochemistry\u003C\/a\u003E and Georgia Research Alliance Vasser-Woolley Chair in Molecular Design, and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.gatech.edu\/academics\/degrees\/phd\/quantitative-biosciences-phd\u0022\u003EQuantitative Biosciences\u003C\/a\u003E Ph.D. candidate\u0026nbsp;\u003Ca href=\u0022https:\/\/qbios.gatech.edu\/user\/231\u0022\u003E\u003Cstrong\u003EAlfie-Louise Brownless\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ECo-authors also include\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/www.isct.ac.jp\/en\u0022\u003EInstitute of Science Tokyo\u003C\/a\u003E graduate student\u0026nbsp;\u003Cstrong\u003EKoh Seya\u0026nbsp;\u003C\/strong\u003Eand\u0026nbsp;\u003Ca href=\u0022https:\/\/liamlongo.org\/\u0022\u003E\u003Cstrong\u003ELiam M. Longo\u003C\/strong\u003E\u003C\/a\u003E, who serves as a specially appointed associate professor at Science Tokyo and as an affiliate research scientist at the\u0026nbsp;\u003Ca href=\u0022https:\/\/bmsis.org\/\u0022\u003EBlue Marble Space Institute of Science\u003C\/a\u003E.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe research has implications ranging from the origins of life and the search for life in the universe to cutting-edge medical innovation. \u201cOne of the biggest unanswered questions in science is how life first began,\u201d says Kamerlin, who is a corresponding author of the study. \u201cUnderstanding how the first protein-like molecules formed and what the earliest proteins may have been like is a key part of that puzzle.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cProteins power our bodies \u2014 and all life on Earth,\u201d she adds. \u201cSimply put, the evolution of proteins is the reason that we\u2019re able to have this conversation at all.\u201d\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EA Protein Folding Paradox\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EIf proteins are the scaffolding of life, amino acids are the components that make up that scaffolding. \u201cToday, an average protein is constructed from a chain of about 300 amino acids, involving 20 different types of amino acids,\u201d Kamerlin shares. Proteins fold when these chains twist into a specific 3-dimensional shape, creating structures critical for biology.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EHowever, while these folds are essential, exactly\u0026nbsp;\u003Cem\u003Ehow\u003C\/em\u003E a protein knows which way to fold remains a mystery. \u201cWe know that proteins didn\u2019t just fold randomly,\u201d Kamerlin shares, \u201cbecause randomly trying all possible configurations would take a protein longer than the age of the universe.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIt\u2019s a cornerstone problem in biological science called \u201cLevinthal\u2019s Paradox,\u201d and highlights a fundamental mystery: Proteins fold incredibly quickly into very specific combinations \u2014 but like a sheet of paper spontaneously folding into an origami swan, researchers don\u2019t know how proteins \u201cchoose\u201d the folds they make.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe can predict what a protein will look like, but can\u2019t tell you how it got there,\u201d Kamerlin adds. \u201cThat\u2019s what we\u2019re interested in exploring: how small early proteins developed into the complex proteins that support every living thing on today\u2019s Earth.\u201d\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003ESimple Letters, Sophisticated Structures\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EEarly proteins likely had access to just half of today\u2019s amino acids. \u201cAbout 10-12 amino acids were likely available on early Earth,\u201d Kamerlin says. Like writing a story with just the letters \u201cA\u201d through \u201cL,\u201d researchers assumed that the \u2018vocabulary\u2019 proteins could build from such a limited amino acid alphabet would also be constrained.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThere is a language to protein folding,\u201d Kamerlin explains. \u201cThat language is hidden in their structures. Our research is in trying to understand the rules \u2014 the grammar and vocabulary that dictate a protein fold.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe grammar they discovered was surprising: with a combination of creative techniques and environmental support, complex structures can arise from limited amino acid alphabets.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWe found that it is possible to develop complex folds with very simple tools \u2014 and certain environments, like salty ones, can help support that,\u201d Kamerlin shares. \u201cEarly proteins could also cross-link and associate, interacting like LEGO blocks to create more complex structures.\u201d\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EPioneering Proteins\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003ENow, the team is conducting research in environments that could mimic conditions on early Earth \u2014 aiming to discover more about how these regions could have given rise to today\u2019s complex proteins. \u201cThis aspect of our research also ties into the amazing\u0026nbsp;\u003Ca href=\u0022https:\/\/cos.gatech.edu\/news\/2026-frontiers-science-advancing-space-exploration-0\u0022\u003Espace research\u003C\/a\u003E happening at Georgia Tech,\u201d Kamerlin says. \u201cWhile we\u2019re interested in understanding early life on Earth, our work could help inform where best to look for evidence of life beyond our planet.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EKamerlin specializes in creating computer models that simulate possible scenarios \u2013 creating an opportunity to quickly and efficiently test many theories. The most compelling of these can then be tested by her collaborator and co-author at Science Tokyo, Liam Longo, in lab experiments.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EProtein folding is also at the forefront of medical innovation, ranging from diagnostic tools to cancer treatments and neurodegenerative diseases. \u201cIn the broader scope, we\u2019re interested in discovering what we can design, what we can stress test, and what we can reconstruct with AI and other computational tools,\u201d Kamerlin says. \u201cBecause if you can understand how proteins fold, you gain the ability to design them.\u201d\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EFunding: NASA, the Human Frontier Science Program, and the Knut and Alice Wallenberg Foundation\u003C\/em\u003E\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EDOI: \u003C\/em\u003E\u003Ca href=\u0022https:\/\/doi.org\/10.1016\/j.trechm.2026.03.001\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022 title=\u0022Persistent link using digital object identifier\u0022\u003E\u003Cem\u003Ehttps:\/\/doi.org\/10.1016\/j.trechm.2026.03.001\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EHow did the earliest life on Earth build complex biological machinery with so few tools? A new study explores how the simplest building blocks of proteins formed the sophisticated structures life depends on.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Life\u2019s first alphabet was likely small \u2014 but surprisingly powerful."}],"uid":"35599","created_gmt":"2026-04-20 16:06:30","changed_gmt":"2026-04-27 14:35:23","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-20T00:00:00-04:00","iso_date":"2026-04-20T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"677019":{"id":"677019","type":"image","title":"Lynn Kamerlin","body":null,"created":"1746193435","gmt_created":"2025-05-02 13:43:55","changed":"1746193435","gmt_changed":"2025-05-02 13:43:55","alt":"Lynn Kamerlin headshot","file":{"fid":"260878","name":"lynn-kamerlin_portrait.jpg","image_path":"\/sites\/default\/files\/2025\/05\/02\/lynn-kamerlin_portrait.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/05\/02\/lynn-kamerlin_portrait.jpg","mime":"image\/jpeg","size":104455,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/05\/02\/lynn-kamerlin_portrait.jpg?itok=UCfaKKYb"}},"680000":{"id":"680000","type":"image","title":"Amino acid diversity in peptides and proteins over time. Now, in the era of biotechnology, the amino acid alphabet is poised to expand again. (Figure Credit: \u201cThe borderlands of foldability: lessons from simplified proteins,\u201d Trends in Chemistry, 2026)","body":"\u003Cp\u003EAmino acid diversity in peptides and proteins over time. Over time, the genetic code expanded into the 20-amino acid alphabet found in contemporary biology. Now, in the era of biotechnology, the amino acid alphabet is poised to expand once more. (Figure Credit: \u201cThe borderlands of foldability: lessons from simplified proteins,\u201d Koh Seya, Alfie\u2011Louise R. Brownless, Shina C. L. Kamerlin, and Liam M. Longo, \u003Cem\u003ETrends in Chemistry, \u003C\/em\u003E2026)\u003C\/p\u003E","created":"1776701693","gmt_created":"2026-04-20 16:14:53","changed":"1776701693","gmt_changed":"2026-04-20 16:14:53","alt":"A diagram showing the history of peptides and proteins over time. It is shaped like an hourglass.","file":{"fid":"264232","name":"Fig1Kamerlin.jpg","image_path":"\/sites\/default\/files\/2026\/04\/20\/Fig1Kamerlin.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/20\/Fig1Kamerlin.jpg","mime":"image\/jpeg","size":591690,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/20\/Fig1Kamerlin.jpg?itok=l_Fxw_Fs"}}},"media_ids":["677019","680000"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"85951","name":"School of Chemistry and Biochemistry"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"}],"keywords":[{"id":"192250","name":"cos-microbial"},{"id":"187915","name":"go-researchnews"},{"id":"192863","name":"go-ai"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193653","name":"Georgia Tech Research Institute"}],"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\u003EWritten by:\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003E\u003Cstrong\u003ESelena Langner\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003ECollege of Sciences\u003Cbr\u003EGeorgia Institute of Technology\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689256":{"#nid":"689256","#data":{"type":"news","title":"New Study Shows Explainability is a Must for Older Adults to Trust AI","body":[{"value":"\u003Cp\u003EVoice-activated, conversational artificial intelligence (AI) agents must provide clear explanations for their suggestions, or older adults aren\u2019t likely to trust them.\u003C\/p\u003E\u003Cp\u003EThat\u2019s one of the main findings from a study by AI Caring on what older adults expect from explainable AI (XAI).\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/ai-caring.org\/\u0022\u003E\u003Cstrong\u003EAI Caring\u003C\/strong\u003E\u003C\/a\u003E is one of three AI Institutions led by Georgia Tech and funded by the National Science Foundation (NSF). The institution supports AI research that benefits older adults and their caregivers.\u003C\/p\u003E\u003Cp\u003ENiharika Mathur, a Ph.D. candidate in the School of Interactive Computing, was the lead author of a paper based on the study. The paper will be presented in April at the \u003Ca href=\u0022https:\/\/chi2026.acm.org\/\u0022\u003E\u003Cstrong\u003E2026 ACM Conference on Human Factors in Computing Systems (CHI) in Barcelona\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EMathur worked with the \u003Ca href=\u0022https:\/\/empowerment.emory.edu\/\u0022\u003E\u003Cstrong\u003ECognitive Empowerment Program at Emory University\u003C\/strong\u003E\u003C\/a\u003E to interview 23 older adults who live alone and use voice-activated AI assistants like Amazon\u2019s Alexa and Google Home.\u003C\/p\u003E\u003Cp\u003EMany of them told her they feel excluded from the design of these products.\u003C\/p\u003E\u003Cp\u003E\u201cThe assumption is that all people want interactions the same way and across all kinds of situations, but that isn\u2019t true,\u201d Mathur said. \u201cHow older people use AI and what they want from it are different from what younger people prefer.\u201d\u003C\/p\u003E\u003Cp\u003EOne example she gave is that young people tend to be informal when talking with AI. Older people, on the other hand, talk to the agent like they would a person.\u003C\/p\u003E\u003Cp\u003E\u201cIf Older adults are talking to their family members about Alexa, they usually refer to Alexa as \u2018she\u2019 instead of \u2018it,\u2019\u201d Mathur said. \u201cThey tend to humanize these systems a lot more than young people.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EGood Explanations\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThe study evaluated AI explanations that drew information from four sources of data:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EUser history (past conversations with the agent)\u003C\/li\u003E\u003Cli\u003EEnvironmental data (indoor temperature or the weather forecast)\u003C\/li\u003E\u003Cli\u003EActivity data (how much time a user spends in different areas of the home)\u003C\/li\u003E\u003Cli\u003EInternal reasoning (mathematical probabilities and likely outcomes)\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EMathur said older users trust the agent more when it bases its explanations on data from the first three sources. However, internal reasoning creates skepticism.\u003C\/p\u003E\u003Cp\u003EInternal reasoning means the AI doesn\u2019t have enough data from the other sources to give an explanation. It provides a percentage to reflect its confidence based on what it knows.\u003C\/p\u003E\u003Cp\u003E\u201cThe overwhelming response was negative toward confidence scores,\u201d Mathur said. \u201cIf the AI says it\u2019s 92% confident, older adults want to know what that\u2019s based on.\u201d\u003C\/p\u003E\u003Cp\u003EThis is another example that Mathur said points to generational preferences.\u003C\/p\u003E\u003Cp\u003E\u201cThere\u2019s a lot of explainable AI research that shows younger people like to see numbers in explanations, and they also tend to rely too much on explanations that contain numerical confidence. Older adults are the opposite. It makes them trust it less.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EKnowing the Context\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EMathur said that AI agents interacting with older adults should serve a dual purpose. They should provide users with companionship and support independence while reducing the caretaking burden often placed on family members.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESome studies have shown that engineers have tended to favor caretakers in the design of these tools. They prioritize daily tasks and routines, leaving some older adults to feel like they are merely a box to be checked.\u003C\/p\u003E\u003Cp\u003EShe discovered that in urgent situations, older users prefer the AI to be straightforward, while in casual settings, they desire more conversation.\u003C\/p\u003E\u003Cp\u003E\u201cHow people interact with technological systems is grounded in what the stakes of the situation are,\u201d she said. \u201cIf it had anything to do with their immediate sense of safety, they did not want conversational elaboration. They want the AI to be very direct and factual.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ENot Just Checking Boxes\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EMathur said AI agents that interact with older adults are ideally constructed with a dual purpose. They should provide companionship and autonomy for the users while alleviating the burden of caretaking that is often placed on their family members.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESome studies have shown that engineers have strayed toward favoring caretakers in the design of these tools. They prioritize daily tasks and routines, leaving some older adults to feel like they are a box to be checked.\u003C\/p\u003E\u003Cp\u003E\u201cThey\u2019re not being thought of as consumers,\u201d Mathur said. \u201cA lot of products are being made for them but not with them.\u201d\u003C\/p\u003E\u003Cp\u003EShe also said psychological well-being is one of the most important outcomes these tools should produce.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EShowing older adults that they are listened to can significantly help in gaining their trust. Some interviewees told Mathur they want agents who are deliberate about understanding their preferences and don\u2019t dismiss their questions.\u003C\/p\u003E\u003Cp\u003EMeeting these needs reduces the likelihood of protesting and creating conflict with family members.\u003C\/p\u003E\u003Cp\u003E\u201cIt highlights just how important well-designed explanations are,\u201d she said. \u201cWe must go beyond a transparency checklist.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAn AI Caring study led by Georgia Tech researchers shows that older adults are more likely to trust conversational AI systems that provide them with clear explanations for their decision-making. The study also shows that including older adults more in the design process benefits their well-being and reduces the caretaking burden of family members\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A Georgia Tech study finds older adults are more likely to trust voice-activated AI systems when those systems clearly explain how and why they make decisions."}],"uid":"36530","created_gmt":"2026-03-31 14:01:07","changed_gmt":"2026-04-27 14:31:27","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-31T00:00:00-04:00","iso_date":"2026-03-31T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679796":{"id":"679796","type":"image","title":"0A6A0355.jpg","body":null,"created":"1774965687","gmt_created":"2026-03-31 14:01:27","changed":"1774965687","gmt_changed":"2026-03-31 14:01:27","alt":"An older couple sitting on a couch as a man helps them use Amazon\u0027s Alexa","file":{"fid":"263999","name":"0A6A0355.jpg","image_path":"\/sites\/default\/files\/2026\/03\/31\/0A6A0355.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/31\/0A6A0355.jpg","mime":"image\/jpeg","size":171883,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/31\/0A6A0355.jpg?itok=t62aVqXD"}}},"media_ids":["679796"],"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":"135","name":"Research"}],"keywords":[{"id":"192863","name":"go-ai"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"193860","name":"Artifical Intelligence"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"14342","name":"older adults"},{"id":"148721","name":"Amazon Alexa"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39501","name":"People and Technology"}],"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\u003E\u003Ca href=\u0022mailto:ndeen6@gatech.edu\u0022\u003ENathan Deen\u003C\/a\u003E\u003Cbr\u003ECollege of Computing\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689263":{"#nid":"689263","#data":{"type":"news","title":"Transformer Explainer Shows How AI is More Math Than Human","body":[{"value":"\u003Cp\u003EWhile people use search engines, chatbots, and generative artificial intelligence tools every day, most don\u2019t know how they work. This sets unrealistic expectations for AI and leads to misuse. It also slows progress toward building new AI applications.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers are making AI easier to understand through their work on Transformer Explainer. The free, online tool shows non-experts how ChatGPT, Claude, and other large language models (LLMs) process language.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/poloclub.github.io\/transformer-explainer\/\u0022\u003ETransformer Explainer\u003C\/a\u003E is easy to use and runs on any web browser. It quickly went viral after its debut, reaching 150,000 users in its first three months. More than 563,000 people worldwide have used the tool so far.\u003C\/p\u003E\u003Cp\u003EGlobal interest in Transformer Explainer continues when the team presents the tool at the 2026 Conference on Human Factors in Computing Systems (\u003Ca href=\u0022https:\/\/chi2026.acm.org\/\u0022\u003ECHI 2026\u003C\/a\u003E). CHI, the world\u2019s most prestigious conference on human-computer interaction, will take place in Barcelona, April 13-17.\u003C\/p\u003E\u003Cp\u003E[\u003Ca href=\u0022https:\/\/sites.gatech.edu\/research\/chi-2026\/\u0022\u003ERelated: GT @ CHI 2026\u003C\/a\u003E]\u003C\/p\u003E\u003Cp\u003E\u201cThere are moments when LLMs can seem almost like a person with their own will and personality, and that misperception has real consequences. For example, there have been cases where teenagers have made poor decisions based on conversations with LLMs,\u201d said Ph.D. student\u0026nbsp;\u003Ca href=\u0022https:\/\/aereeeee.github.io\/\u0022\u003EAeree Cho\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cUnderstanding that an LLM is fundamentally a model that predicts the probability distribution of the next token helps users avoid taking its outputs as absolute. What you put in shapes what comes out, and that understanding helps people engage with AI more carefully and critically.\u201d\u003C\/p\u003E\u003Cp\u003EA transformer is a neural network architecture that changes data input sequence into an output. Text, audio, and images are forms of processed data, which is why transformers are common in generative AI models. They do this by learning context and tracking mathematical relationships between sequence components.\u003C\/p\u003E\u003Cp\u003ETransformer Explainer demystifies how transformers work. The platform uses visualization and interaction to show, step by step, how text flows through a model and produces predictions.\u003C\/p\u003E\u003Cp\u003EUsing this approach, Transformer Explainer impacts the AI landscape in four main ways:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EIt counters hype and misconceptions surrounding AI by showing how transformers work.\u003C\/li\u003E\u003Cli\u003EIt improves AI literacy among users by removing technical barriers and lowering the entry for learning about AI.\u003C\/li\u003E\u003Cli\u003EIt expands AI education by helping instructors teach AI mechanisms without extensive setup or computing resources.\u003C\/li\u003E\u003Cli\u003EIt influences future development of AI tools and educational techniques by providing a blueprint for interpretable AI systems.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u201cWhen I first learned about transformers, I felt overwhelmed. A transformer model has many parts, each with its own complex math. Existing resources typically present all this information at once, making it difficult to see how everything fits together,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/gracekimcy.github.io\/\u0022\u003EGrace Kim\u003C\/a\u003E, a dual B.S.\/M.S. computer science student.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cBy leveraging interactive visualization, we use levels of abstraction to first show the big picture of the entire model. Then users click into individual parts to reveal the underlying details and math. This way, Transformer Explainer makes learning far less intimidating.\u201d\u003C\/p\u003E\u003Cp\u003EMany users don\u2019t know what transformers are or how they work. The Georgia Tech team found that people often misunderstand AI. Some label AI with human-like characteristics, such as creativity. Others even describe it as working like magic.\u003C\/p\u003E\u003Cp\u003EFurthermore, barriers make it hard for students interested in transformers to start learning. Tutorials tend to be too technical and overwhelm beginners with math and code. While visualization tools exist, these often target more advanced AI experts.\u003C\/p\u003E\u003Cp\u003ETransformer Explainer overcomes these obstacles through its interactive, user-focused platform. It runs a familiar GPT model directly in any web browser, requiring no installation or special hardware.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EUsers can enter their own text and watch the model predict the next word in real time. Sankey-style diagrams show how information moves through embeddings, attention heads, and transformer blocks.\u003C\/p\u003E\u003Cp\u003EThe platform also lets users switch between high-level concepts and detailed math. By adjusting temperature settings, users can see how randomness affects predictions. This reveals how probabilities drive AI outputs, rather than creativity.\u003C\/p\u003E\u003Cp\u003E\u201cMillions of people around the world interact with transformer-driven AI. We believe that it is crucial to bridge the gap between day-to-day user experience and the models\u0027 technical reality, ensuring these tools are not misinterpreted as human-like or seen as sentient,\u201d said Ph.D. student\u0026nbsp;\u003Ca href=\u0022https:\/\/www.alexkarpekov.com\/\u0022\u003EAlex Karpekov\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cExplaining the architecture helps users recognize that language generated by models is a product of computation, leading to a more grounded engagement with the technology.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECho, Karpekov, and Kim led the development of Transformer Explainer. Ph.D. students\u0026nbsp;\u003Ca href=\u0022https:\/\/alechelbling.com\/\u0022\u003EAlec Helbling\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/seongmin.xyz\/\u0022\u003ESeongmin Lee\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/bhoov.com\/\u0022\u003EBen Hoover\u003C\/a\u003E, and alumni\u0026nbsp;\u003Ca href=\u0022https:\/\/zijie.wang\/\u0022\u003EZijie (Jay) Wang\u003C\/a\u003E (Ph.D. ML-CSE 2024) and \u003Ca href=\u0022https:\/\/minsuk.com\/\u0022\u003EMinsuk Kahng\u003C\/a\u003E (Ph.D. CS-CSE 2019) assisted on the project.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EProfessor\u0026nbsp;\u003Ca href=\u0022https:\/\/poloclub.github.io\/polochau\/\u0022\u003EPolo Chau\u003C\/a\u003E supervised the group and their work. His lab focuses on data science, human-centered AI, and visualization for social good.\u003C\/p\u003E\u003Cp\u003EAcceptance at CHI 2026 stems from the team winning the best poster award at the 2024 IEEE Visualization Conference. This recognition from one of the top venues in visualization research highlights Transformer Explainer\u2019s effectiveness in teaching how transformers work.\u003C\/p\u003E\u003Cp\u003E\u201cTransformer Explainer has reached over half a million learners worldwide,\u201d said Chau, a faculty member in the School of Computational Science and Engineering.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI\u0027m thrilled to see it extend Georgia Tech\u0027s mission of expanding access to higher education, now to anyone with a web browser.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers are making AI easier to understand through their work on Transformer Explainer. The free, online tool shows non-experts how ChatGPT, Claude, and other large language models (LLMs) process language, improving AI literacy.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers are making AI easier to understand through their work on Transformer Explainer. The free, online tool shows non-experts how ChatGPT, Claude, and other large language models (LLMs) process language, improving AI literacy."}],"uid":"36319","created_gmt":"2026-03-31 16:42:57","changed_gmt":"2026-04-27 14:30:50","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-31T00:00:00-04:00","iso_date":"2026-03-31T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679798":{"id":"679798","type":"image","title":"Transformer-Explainer-Head-Image.jpg","body":null,"created":"1774975392","gmt_created":"2026-03-31 16:43:12","changed":"1774975392","gmt_changed":"2026-03-31 16:43:12","alt":"CHI 2026 Transformer Explainer","file":{"fid":"264002","name":"Transformer-Explainer-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/03\/31\/Transformer-Explainer-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/31\/Transformer-Explainer-Head-Image.jpg","mime":"image\/jpeg","size":120484,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/31\/Transformer-Explainer-Head-Image.jpg?itok=eryBAi-R"}},"679799":{"id":"679799","type":"image","title":"Transformer-Explainer-Text-Image.jpg","body":null,"created":"1774975428","gmt_created":"2026-03-31 16:43:48","changed":"1774975428","gmt_changed":"2026-03-31 16:43:48","alt":"CHI 2026 Transformer Explainer","file":{"fid":"264003","name":"Transformer-Explainer-Text-Image.jpg","image_path":"\/sites\/default\/files\/2026\/03\/31\/Transformer-Explainer-Text-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/31\/Transformer-Explainer-Text-Image.jpg","mime":"image\/jpeg","size":69012,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/31\/Transformer-Explainer-Text-Image.jpg?itok=0B-WDInX"}}},"media_ids":["679798","679799"],"related_links":[{"url":"https:\/\/www.cc.gatech.edu\/news\/transformer-explainer-shows-how-ai-more-math-human","title":"Transformer Explainer Shows How AI is More Math than Human"}],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"130","name":"Alumni"},{"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":"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"},{"id":"39501","name":"People and Technology"}],"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":""}},"689990":{"#nid":"689990","#data":{"type":"news","title":"Georgia Tech Hosts Third Annual Crane Safety Research Center Meeting ","body":[{"value":"\u003Cp\u003EGeorgia Tech hosted the third annual Crane Safety Research Center meeting April 9\u201310, uniting students, faculty, safety advocates, and crane industry representatives for two days focused on innovation, research, and safety.\u003C\/p\u003E\u003Cp\u003EPresentations and lab demonstrations from nearly 50 faculty, graduate, and undergraduate students at Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E, as well as partners from the University of Washington and the University of Texas at Austin, spotlighted new research and technologies to improve tower crane safety.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/georgia-tech-hosts-third-annual-crane-safety-research-center-meeting\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\u003EGeorgia Tech hosted the third annual Crane Safety Research Center meeting April 9\u201310, uniting students, faculty, safety advocates, and crane industry representatives for two days focused on innovation, research, and safety.\u003C\/p\u003E\u003Cp\u003EPresentations and lab demonstrations from nearly 50 faculty, graduate, and undergraduate students at Georgia Tech\u2019s George W. Woodruff School of Mechanical Engineering, as well as partners from the University of Washington and the University of Texas at Austin, spotlighted new research and technologies to improve tower crane safety.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The two-day event showcased student research, innovations in advancing tower crane safety."}],"uid":"35851","created_gmt":"2026-04-24 13:30:09","changed_gmt":"2026-04-24 13:35:04","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-14T00:00:00-04:00","iso_date":"2026-04-14T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680058":{"id":"680058","type":"image","title":"crane-safety-2026-71_55205345886_o.jpg","body":null,"created":"1777037441","gmt_created":"2026-04-24 13:30:41","changed":"1777037441","gmt_changed":"2026-04-24 13:30:41","alt":"Third Annual Crane Safety Research Center meeting","file":{"fid":"264292","name":"crane-safety-2026-71_55205345886_o.jpg","image_path":"\/sites\/default\/files\/2026\/04\/24\/crane-safety-2026-71_55205345886_o.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/24\/crane-safety-2026-71_55205345886_o.jpg","mime":"image\/jpeg","size":1163600,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/24\/crane-safety-2026-71_55205345886_o.jpg?itok=066uYJ4W"}}},"media_ids":["680058"],"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\u003E\u003Ca href=\u0022mailto:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689932":{"#nid":"689932","#data":{"type":"news","title":"Vision AI Models Improve Decision Making in Manufacturing, Energy, and Finance","body":[{"value":"\u003Cp\u003EGenerative artificial intelligence (AI) is best known for creating images and text. Now, it is helping industries make better planning decisions.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers have created a new AI model for decision-focused learning (DFL), called Diffusion-DFL. Recent tests showed it makes more accurate decisions than current approaches.\u003C\/p\u003E\u003Cp\u003EAlong with optimizing industrial output, Diffusion-DFL lowers costs and reduces risk. Experiments also showed it performs across different fields.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/arxiv.org\/abs\/2510.11590\u0022\u003E\u003Cstrong\u003EDiffusion-DFL\u003C\/strong\u003E\u003C\/a\u003E doesn\u2019t just surpass current methods; it also predicts more accurately as problem sizes grow. The model requires less computing power despite these high-performance marks, making it more accessible to smaller enterprises.\u003C\/p\u003E\u003Cp\u003EDiffusion-DFL runs on diffusion models, the same technology that powers DALL-E and other AI image generators. It is the first DFL framework based on diffusion models.\u003C\/p\u003E\u003Cp\u003E\u201cAnyone who makes high-stakes decisions under uncertainty, including supply chain managers, energy operators, and financial planners, benefits from Diffusion-DFL,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/www.zihaozhao.site\/\u0022\u003E\u003Cstrong\u003EZihao Zhao\u003C\/strong\u003E\u003C\/a\u003E, a Georgia Tech Ph.D. student who led the project.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cInstead of optimizing around a single forecast, the model evaluates many possible scenarios, so decisions account for real-world risk and become more robust.\u201d\u003C\/p\u003E\u003Cp\u003E[\u003Ca href=\u0022https:\/\/sites.gatech.edu\/research\/iclr-2026\/\u0022\u003E\u003Cstrong\u003ERelated: GT @ ICLR 2026\u003C\/strong\u003E\u003C\/a\u003E]\u003C\/p\u003E\u003Cp\u003ETo test Diffusion-DFL, the team ran experiments based on real-world settings, including:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EFactory manufacturing to meet product demand\u003C\/li\u003E\u003Cli\u003EPower grid scheduling to meet energy demand\u003C\/li\u003E\u003Cli\u003EStock market portfolio optimization\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EIn each case, Diffusion-DFL made more accurate decisions than current methods. It also performed better as problems became larger and more complex. These results confirm the model\u2019s ability to make important decisions in real-world scenarios with noisy data and uncertainty.\u003C\/p\u003E\u003Cp\u003EThe experiments also show that Diffusion-DFL is practical, not just accurate. Training diffusion models is expensive, so the team developed a way to reduce memory use. This cut training costs by more than 99.7%. As a result, Diffusion-DFL can reach more researchers and practitioners.\u003C\/p\u003E\u003Cp\u003E\u201cOur score-function estimator cuts GPU memory from over 60 gigabytes to 0.13 with almost no loss in decision quality, reducing the requirement for massive computing resources,\u201d Zhao said. \u201cI hope this expands Diffusion-DFL into other domains, like healthcare, where decisions must be made quickly under complex uncertainty.\u0022\u003C\/p\u003E\u003Cp\u003EBeyond decision-making applications, Diffusion-DFL marks a shift in DFL techniques and in the broader use of generative AI models.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn supply chain management, planners estimate future demand before deciding how much product to stock. In this DFL problem, engineers align ML models with predetermined decision objectives, like minimizing risk or reducing costs.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EOne flaw of DFL methods is that they optimize around a single, deterministic prediction in an uncertain future.\u003C\/p\u003E\u003Cp\u003EDiffusion-DFL takes a different approach. Instead of making a single guess, it determines a range of possible outcomes. This leads to decisions based on many likely scenarios, rather than on a single assumed future.\u003C\/p\u003E\u003Cp\u003ETo do this, the framework uses diffusion models. These generative AI models create high-quality data from images, text, and audio.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe forward diffusion process involves adding noise to data until it becomes pure noise. Models trained via forward diffusion can reverse diffusion. This means they can start with noisy data and then produce meaningful insights from training examples.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EReal-world data is often noisy and uncertain. Traditional DFL methods struggle in these conditions, but diffusion models are designed to handle them.\u003C\/p\u003E\u003Cp\u003EBecause of this, Diffusion-DFL can explore many possible outcomes and choose better actions. Like image-generation AI, the model works well with complex data from different sources. This enables its use across different industries.\u003C\/p\u003E\u003Cp\u003E\u201cDiffusion models have achieved significant success in generative AI and image synthesis, but our work shows their potential extends far beyond that,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/guaguakai.com\/\u0022\u003E\u003Cstrong\u003EKai Wang\u003C\/strong\u003E\u003C\/a\u003E, an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Computational Science and Engineering\u003C\/strong\u003E\u003C\/a\u003E (CSE).\u003C\/p\u003E\u003Cp\u003E\u201cWhat makes Diffusion-DFL unique is that the specific downstream application guides how the model learns to handle uncertainty.\u003C\/p\u003E\u003Cp\u003E\u201cWhether we are scheduling energy for power grids, balancing risk in financial portfolios, or developing early warning systems in healthcare, we can explicitly train these highly expressive models to navigate the unique complexities of each domain.\u201d\u003C\/p\u003E\u003Cp\u003EZhao and Wang collaborated with Caltech Ph.D. candidate\u0026nbsp;\u003Ca href=\u0022https:\/\/chrisyeh96.github.io\/\u0022\u003E\u003Cstrong\u003EChristopher Yeh\u003C\/strong\u003E\u003C\/a\u003E and Harvard University postdoctoral fellow\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/alumnus-uses-ai-counter-african-poaching-improve-maternal-healthcare-access\u0022\u003E\u003Cstrong\u003ELingkai Kong\u003C\/strong\u003E\u003C\/a\u003E on Diffusion-DFL. Kong earned his Ph.D. in CSE from Georgia Tech in 2024.\u003C\/p\u003E\u003Cp\u003EWang will present Diffusion-DFL on behalf of the group at the upcoming International Conference on Learning Representations (\u003Ca href=\u0022https:\/\/iclr.cc\/\u0022\u003E\u003Cstrong\u003EICLR 2026\u003C\/strong\u003E\u003C\/a\u003E). Occurring April 23-27 in Rio de Janeiro, ICLR is one of the world\u2019s most prestigious conferences dedicated to artificial intelligence research.\u003C\/p\u003E\u003Cp\u003E\u201cICLR is the perfect stage for Diffusion-DFL because it brings together the exact community that needs to see the bridge between generative modeling and high-stakes decision-making for real-world applications,\u201d Wang said.\u003C\/p\u003E\u003Cp\u003E\u201cPresenting Diffusion-DFL allows us to challenge the traditional training framework of diffusion models. It\u2019s about sparking a broader conversation on how we can align the training objectives of generative AI directly with actual, downstream decision-making needs.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGenerative artificial intelligence (AI) is best known for creating images and text. Now, it is helping industries make better planning decisions.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers have created a new AI model for decision-focused learning (DFL), called Diffusion-DFL. Recent tests showed it makes more accurate decisions than current approaches.\u003C\/p\u003E\u003Cp\u003EAlong with optimizing industrial output, Diffusion-DFL lowers costs and reduces risk. Experiments also showed it performs across different fields.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/arxiv.org\/abs\/2510.11590\u0022\u003E\u003Cstrong\u003EDiffusion-DFL\u003C\/strong\u003E\u003C\/a\u003E doesn\u2019t just surpass current methods; it also predicts more accurately as problem sizes grow. The model requires less computing power despite these high-performance marks, making it more accessible to smaller enterprises.\u003C\/p\u003E\u003Cp\u003EDiffusion-DFL runs on diffusion models, the same technology that powers DALL-E and other AI image generators. It is the first DFL framework based on diffusion models.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers have developed Diffusion-DFL, the first decision-focused learning model built on diffusion AI technology. It uses the same engineering behind image generators to help industries make more accurate, lower-cost planning decisions."}],"uid":"36319","created_gmt":"2026-04-21 17:35:24","changed_gmt":"2026-04-21 17:40:39","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-15T00:00:00-04:00","iso_date":"2026-04-15T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680015":{"id":"680015","type":"image","title":"Diffusion-DFL-Head-Image.jpg","body":null,"created":"1776792936","gmt_created":"2026-04-21 17:35:36","changed":"1776792936","gmt_changed":"2026-04-21 17:35:36","alt":"ICLR 2026 Diffusion-DFL","file":{"fid":"264248","name":"Diffusion-DFL-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/04\/21\/Diffusion-DFL-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/21\/Diffusion-DFL-Head-Image.jpg","mime":"image\/jpeg","size":117435,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/21\/Diffusion-DFL-Head-Image.jpg?itok=2myOXxFR"}}},"media_ids":["680015"],"related_links":[{"url":"https:\/\/www.cc.gatech.edu\/news\/vision-ai-models-improve-decision-making-manufacturing-energy-and-finance","title":"Vision AI Models Improve Decision Making in Manufacturing, Energy, and Finance"}],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"131","name":"Economic Development and Policy"},{"id":"144","name":"Energy"},{"id":"194609","name":"Industry"},{"id":"194685","name":"Manufacturing"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"187812","name":"artificial intelligence (AI)"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"9167","name":"machine learning"},{"id":"181689","name":"Institute for Data Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"194384","name":"Tech AI"},{"id":"7850","name":"EVPR"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"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\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":""}},"689913":{"#nid":"689913","#data":{"type":"news","title":"The Paradox of Familiarity: Karthik Ramachandran Shows How Team Dynamics Shape Product Success","body":[{"value":"\u003Cp\u003EPioneering development teams behind innovative products like the Dyson Supersonic hair dryer and SpaceX\u2019s reusable Falcon 9 rocket rely on complex interdisciplinary collaboration among engineers, designers, and project managers. \u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/directory\/faculty\/ramachandran\/index.html?_gl=1*vdwq98*_up*MQ..*_ga*MTQxMjI3NzYwOC4xNzc2Nzg3ODA5*_ga_8XJDVR2ZKP*czE3NzY3ODc4MDgkbzEkZzEkdDE3NzY3ODc4MTkkajQ5JGwwJGgyODY5NjQ4NDM.\u0022\u003EKarthik Ramachandran\u003C\/a\u003E, Dunn Family Professor of Operations Management, knows that breakthrough products often don\u2019t emerge from the solitary efforts of a lone genius. \u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn a new research article, \u201c\u003Ca href=\u0022https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=3000522\u0022\u003EHelp or Hindrance? The Role of Familiarity in Product Development Teams,\u003C\/a\u003E\u201d Ramachandran and his co-authors \u003Ca href=\u0022https:\/\/sc.edu\/study\/colleges_schools\/moore\/directory\/tereyagoglu_necati.php\u0022\u003ENecati Tereyagoglu\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/muratunalphd\/\u0022\u003EMurat Unal\u003C\/a\u003E, show the crucial role familiarity plays in team dynamics.\u003C\/p\u003E\u003Cp\u003E\u201cEvery creative organization deals with a fundamental tension,\u201d Ramachandran said. \u201cPeople love working with teammates they know well, but innovation often depends on fresh perspectives.\u201d\u003C\/p\u003E\u003Cp\u003EThere is a lot to be said about familiarity. Famously, it breeds contempt. Previous studies have shown that repeat collaboration helps teams execute smoothly. But smooth operations don\u2019t always translate to commercial success. Ramachandran\u2019s research shows that it can breed a different kind of trouble \u2014 an environment free from friction, debate, and novelty. Those conditions may be comfortable, but they don\u2019t help creativity thrive. Video game development, it turns out, provides the perfect setting for productive tension.\u003C\/p\u003E\u003Cp\u003E\u201cVideo games require both bold creative ideas and flawless execution,\u201d Ramachandran shared. \u201cThey blend art, engineering, storytelling, and software into a single product. We were curious about how familiarity impacts team dynamics within this industry. When does it help and when does it quietly get in the way?\u201d\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.scheller.gatech.edu\/news\/2026\/when-familiarity-hurts-innovation-karthik-ramachandran.html?_gl=1*grzkgs*_up*MQ..*_ga*MTQxMjI3NzYwOC4xNzc2Nzg3ODA5*_ga_8XJDVR2ZKP*czE3NzY3ODc4MDgkbzEkZzEkdDE3NzY3ODc4MTMkajU1JGwwJGgyODY5NjQ4NDM.\u0022\u003ERead More\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EKarthik Ramachandran, Dunn Family Professor of Operations Management, offers a smarter way to design product development teams, showing that familiarity can either fuel flawless execution or quietly stifle creativity.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Karthik Ramachandran, Dunn Family Professor of Operations Management, offers a smarter way to design product development teams"}],"uid":"36730","created_gmt":"2026-04-21 16:16:46","changed_gmt":"2026-04-21 16:24:51","author":"klowe36","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-07T00:00:00-04:00","iso_date":"2026-04-07T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680013":{"id":"680013","type":"image","title":"Karthik Ramachandran","body":"\u003Cp\u003EKarthik Ramachandran, Dunn Family Professor, Operations Management\u003C\/p\u003E","created":"1776787973","gmt_created":"2026-04-21 16:12:53","changed":"1776788107","gmt_changed":"2026-04-21 16:15:07","alt":"Karthik Ramachandran smiles in a navy suit coat","file":{"fid":"264246","name":"karthik-ramachandran.jpg","image_path":"\/sites\/default\/files\/2026\/04\/21\/karthik-ramachandran.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/21\/karthik-ramachandran.jpg","mime":"image\/jpeg","size":313116,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/21\/karthik-ramachandran.jpg?itok=tjle4QaL"}}},"media_ids":["680013"],"related_links":[{"url":"https:\/\/www.scheller.gatech.edu\/news\/2026\/when-familiarity-hurts-innovation-karthik-ramachandran.html?_gl=1*grzkgs*_up*MQ..*_ga*MTQxMjI3NzYwOC4xNzc2Nzg3ODA5*_ga_8XJDVR2ZKP*czE3NzY3ODc4MDgkbzEkZzEkdDE3NzY3ODc4MTMkajU1JGwwJGgyODY5NjQ4NDM.","title":"Read More"}],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"139","name":"Business"},{"id":"135","name":"Research"}],"keywords":[{"id":"176908","name":"Operations Managment"},{"id":"43101","name":"Georgia Tech Scheller College of Business"},{"id":"182247","name":"team dynamics"},{"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":["kristin.lowe@scheller.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689352":{"#nid":"689352","#data":{"type":"news","title":"Georgia Tech Researchers Develop First Genetic Passcode Lock to Protect Valuable DNA","body":[{"value":"\u003Cp\u003EIn recent years, the Centers for Disease Control and Prevention, the Department of Homeland Security, and other authorities have flagged a record number of unauthorized shipments of biological materials. At the same time, global intelligence communities have identified numerous attempts to smuggle sensitive biological samples in efforts of industrial theft or espionage.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cA small vial of genetically engineered cells can contain multiple millions of dollars\u2019 worth of intellectual property and require several years of work to develop,\u201d said Corey Wilson, a professor in Georgia Tech\u2019s School of Chemical and Biomolecular Engineering (\u003Ca href=\u0022https:\/\/chbe.gatech.edu\u0022\u003EChBE\u003C\/a\u003E). \u201cAccordingly, the protection of high-value engineered cell lines has become critically important to the biotechnology industry.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/wilson.chbe.gatech.edu\/\u0022\u003EWilson\u003C\/a\u003E and his research team have published their findings in \u003Cem\u003EScience Advances\u003C\/em\u003E demonstrating the effectiveness of their new biological security technology, known as GeneLock\u2122, in protecting high-value engineered cell lines.\u003C\/p\u003E\u003Cp\u003EGeneLock is a cybersecurity-inspired technology that protects valuable genetic material directly at the DNA level. To demonstrate its strength, Wilson\u2019s team conducted what they describe as a first-of-its-kind biohackathon, detailed in the \u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/sciadv.aeb8556\u0022\u003Enew paper\u003C\/a\u003E, to simulate unauthorized access.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cGeneLock greatly improves our ability to protect high-value engineered cell lines by expanding security from the lab environment to the genetic level,\u201d Wilson said.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EEconomic Impact\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EWhat are the stakes? Estimates place the global market for high-value genetic materials at more than $1.5 trillion, projected to reach $8 trillion by 2035. The use of these materials ranges from advanced medicines and proprietary research enzymes to specialty chemicals and sustainable materials.\u003C\/p\u003E\u003Cp\u003ECurrently, the protection of high-value cell lines depends on physical safeguards such as restricted lab access and secure facilities, Wilson explained.\u003C\/p\u003E\u003Cp\u003E\u201cThe key weakness of physical security measures is once circumvented, there are typically no measures in place to protect valuable cells from theft, abuse, or unauthorized use,\u201d Wilson said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cOnce a sample leaves the building, the DNA it carries typically remains fully functional. This is like placing an unlocked cellphone in a desk drawer. Anyone who gains access to the drawer can view sensitive content on the phone\u00ad\u00ad\u00ad\u00ad\u00ad\u00ad\u00ad\u2014or in this case will have full access to the valuable cell line.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGenetic Passcode Protection\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe GeneLock biological security technology developed by Wilson and his team places a passcode on engineered cells, akin to those used on ATM machines and protected cellphones.\u003C\/p\u003E\u003Cp\u003EInstead of leaving a valuable gene in readable form, the team scrambles the DNA sequence of interest. The scrambled genetic asset remains in a nonfunctional state unless the living cell where it resides receives the correct sequence of chemical inputs. Those inputs act as a molecular passcode.\u003C\/p\u003E\u003Cp\u003E\u201cOnly the right combination, delivered in the right order, rearranges the DNA into a working form,\u201d Wilson said.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBiohackathon Security Test\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ETo evaluate the technology, the researchers organized a blue team and a red team in what they describe as an ethical biohackathon. The blue team designed the encrypted DNA sequence, while the red team was challenged to discover the correct chemical passcode through experimentation in a gray box exercise, meaning the red team had partial knowledge of the system but did not have access to the internal designs.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis approach for testing security strength is commonly used in cybersecurity,\u201d Wilson explained.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe blue team engineered the system inside \u003Cem\u003EEscherichia coli\u003C\/em\u003E, or \u003Cem\u003EE. coli\u003C\/em\u003E, a bacterium widely used in biotechnology. The protected asset was a fluorescent protein gene selected as a measurable stand-in for commercially valuable targets. When the correct chemical sequence was applied, the fluorescence turned on. Without the correct passcode, the gene remained scrambled and the cells could not fluoresce green.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIn practice, most DNA sequences produce valuable proteins or chemicals that are essentially invisible to the human eye, requiring specialized devices or experiments to observe,\u201d Wilson said. \u201cIf the biohackathon were conducted with a standard commercially valuable target, the penetration testing would have taken more than 10 times longer to complete, years instead of months.\u201d\u003C\/p\u003E\u003Cp\u003EThe biohackathon results showed a dramatic reduction in risk. GeneLock reduced the probability of unlocking the genetic asset by random search to about 1 in 85,000 (a 0.001% chance), assuming the unauthorized user had access to the required chemical inputs.\u003C\/p\u003E\u003Cp\u003EWithout access to those inputs, \u201cthe likelihood of success by chance becomes effectively negligible,\u201d said Dowan Kim (Georgia Tech PhD 2024), co-lead author of the study.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECommercial Uses and What\u2019s Next\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAlthough the researchers used a non-commercial fluorescent protein as a test case, the implications extend much further. Many biotechnology companies rely on proprietary engineered strains. New England Biolabs, for example, produces more than 265 non-disclosed enzymes in E. coli, each representing a high-value cell line.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EProtein-based drugs are also manufactured in living cells, and proprietary metabolic pathways are used to produce specialty chemicals, bioplastics, and high-value ingredients.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIn each case, the genetic blueprint inside the cell represents intellectual property that can be protected by our technology,\u201d said Ishita Kumar, a PhD candidate in ChBE and co-lead author of the study.\u003C\/p\u003E\u003Cp\u003EWhile the team\u2019s current focus is on protecting intellectual property in the form of high-value cells, future iterations aim to strengthen biological security more broadly.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe are currently developing protection measures to mitigate unauthorized use or release of sensitive cell lines that can be potentially hazardous to human health or the environment,\u201d Wilson said.\u003C\/p\u003E\u003Cp\u003E\u201cAs it stands, GeneLock represents an important shift in biological security, enabling, for the first time, protection of valuable cells at the genetic level, even after physical security measures have been bypassed,\u201d he added.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe work is already moving toward commercialization. The team filed a provisional patent application with the U.S. Patent and Trademark Office in February 2026 and is forming a company to deploy the technology.\u003C\/p\u003E\u003Cp\u003EThis research was funded by a \u003Ca href=\u0022https:\/\/www.nsf.gov\/awardsearch\/show-award\/?AWD_ID=2319231\u0022\u003Egrant\u003C\/a\u003E from the National Science Foundation.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ECITATION:\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDowan Kim, Ishita Kumar, Mohamed Hassan, Luisa F. Barraza-Vergara, Christopher A. Voigt, and Corey J. Wilson, \u201c\u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/sciadv.aeb8556\u0022\u003EProtecting cells at the genetic level and simulating unauthorized access via a biohackathon\u003C\/a\u003E,\u201d Science Advances, 2026.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"New System Strengthens Security for the Biotech Industry"}],"field_summary":[{"value":"\u003Cp\u003EGeneLock is a cybersecurity-inspired technology that protects valuable genetic material directly at the DNA level. To demonstrate its strength, the rearches conducted what they describe as a first-of-its-kind biohackathon to simulate unauthorized access.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Research published in Science Advances demonstrated the effectiveness of this technology in protecting high-value engineered cell lines."}],"uid":"27271","created_gmt":"2026-04-01 17:57:53","changed_gmt":"2026-04-20 17:30:15","author":"Brad Dixon","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-01T00:00:00-04:00","iso_date":"2026-04-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679818":{"id":"679818","type":"image","title":"Wilsonresearchteam.jpg","body":"\u003Cp\u003E\u003Cem\u003EResearch team members Ishita Kumar,\u0026nbsp;Corey Wilson,\u0026nbsp;and Luisa F. Barraza-Vergara\u003C\/em\u003E\u003C\/p\u003E","created":"1775066280","gmt_created":"2026-04-01 17:58:00","changed":"1775066280","gmt_changed":"2026-04-01 17:58:00","alt":"Research team members Ishita Kumar, Corey Wilson, and Luisa F. Barraza-Vergara","file":{"fid":"264022","name":"Wilsonresearchteam.jpg","image_path":"\/sites\/default\/files\/2026\/04\/01\/Wilsonresearchteam.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/01\/Wilsonresearchteam.jpg","mime":"image\/jpeg","size":2729628,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/01\/Wilsonresearchteam.jpg?itok=uDoLEes8"}},"679819":{"id":"679819","type":"image","title":"biohackathon.jpg","body":"\u003Cp\u003E\u003Cem\u003ETo evaluate the GeneLock technology, the researchers organized a blue team and a red team into a biohackathon.\u003C\/em\u003E\u003C\/p\u003E","created":"1775066327","gmt_created":"2026-04-01 17:58:47","changed":"1775066327","gmt_changed":"2026-04-01 17:58:47","alt":"To evaluate the GeneLock technology, the researchers organized a blue team and a red team into a biohackathon.","file":{"fid":"264023","name":"biohackathon.jpg","image_path":"\/sites\/default\/files\/2026\/04\/01\/biohackathon.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/01\/biohackathon.jpg","mime":"image\/jpeg","size":91942,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/01\/biohackathon.jpg?itok=PdOgnWMg"}}},"media_ids":["679818","679819"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"145","name":"Engineering"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"175579","name":"biotech industry"},{"id":"3031","name":"genetic"},{"id":"1041","name":"dna"},{"id":"175113","name":"biosecurity"},{"id":"187423","name":"go-bio"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193658","name":"Commercialization"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBrad Dixon, \u003Ca href=\u0022mailto:braddixon@gatech.edu\u0022\u003Ebraddixon@gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":["braddixon@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689627":{"#nid":"689627","#data":{"type":"news","title":"Engineering a Faster Path to Life-Saving Therapies ","body":[{"value":"\u003Cp\u003EWhen Mason Chilmonczyk, M.S. ME 2017, Ph.D. ME 2020, arrived at Georgia Tech to pursue graduate degrees in mechanical engineering, his goal was to become a professor. Instead, an unexpected turn in his research led him to entrepreneurship.\u003C\/p\u003E\u003Cp\u003EToday, he is the chief executive officer of \u003Ca href=\u0022https:\/\/andsonbiotech.com\/\u0022\u003E\u003Cstrong\u003EAndson Biotech\u003C\/strong\u003E\u003C\/a\u003E, a growing biotools startup he co-founded with \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/fedorov\u0022\u003E\u003Cstrong\u003EAndrei Fedorov\u003C\/strong\u003E\u003C\/a\u003E, associate chair for graduate studies and the Rae S. and Frank H. Neely Chair at the \u003Ca href=\u0022https:\/\/me.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/strong\u003E\u003C\/a\u003E. The company is commercializing a breakthrough technology Chilmonczyk developed during his doctoral research that simplifies the development and production of cell and gene therapies.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/engineering-faster-path-life-saving-therapies\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\u003EWhen Mason Chilmonczyk, M.S. ME 2017, Ph.D. ME 2020, arrived at Georgia Tech to pursue graduate degrees in mechanical engineering, his goal was to become a professor. Instead, an unexpected turn in his research led him to entrepreneurship.\u003C\/p\u003E\u003Cp\u003EToday, he is the chief executive officer of Andson Biotech, a growing biotools startup he co-founded with Andrei Fedorov, associate chair for graduate studies and the Rae S. and Frank H. Neely Chair at the George W. Woodruff School of Mechanical Engineering. The company is commercializing a breakthrough technology Chilmonczyk developed during his doctoral research that simplifies the development and production of cell and gene therapies.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"When Mason Chilmonczyk, M.S. ME 2017, Ph.D. ME 2020, arrived at Georgia Tech to pursue graduate degrees in mechanical engineering, his goal was to become a professor. Instead, an unexpected turn in his research led him to entrepreneurship."}],"uid":"35851","created_gmt":"2026-04-10 17:59:06","changed_gmt":"2026-04-16 21:03:57","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-18T00:00:00-04:00","iso_date":"2026-03-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679913":{"id":"679913","type":"image","title":"Andson_Lab-10.jpg","body":null,"created":"1775843960","gmt_created":"2026-04-10 17:59:20","changed":"1775843960","gmt_changed":"2026-04-10 17:59:20","alt":"Andson Lab","file":{"fid":"264134","name":"Andson_Lab-10.jpg","image_path":"\/sites\/default\/files\/2026\/04\/10\/Andson_Lab-10.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/10\/Andson_Lab-10.jpg","mime":"image\/jpeg","size":25805113,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/10\/Andson_Lab-10.jpg?itok=U1fdQpjq"}}},"media_ids":["679913"],"groups":[{"id":"655285","name":"GT Commercialization"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"135","name":"Research"}],"keywords":[{"id":"194701","name":"go-resarchnews"},{"id":"193593","name":"gt-commercialization"},{"id":"192930","name":"gt-commercializationnews"},{"id":"192255","name":"go-commercializationnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193658","name":"Commercialization"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689713":{"#nid":"689713","#data":{"type":"news","title":"Georgia Universities and U.K. Partners Strengthen Collaboration on Critical Minerals at GEMS\u20114 Symposium","body":[{"value":"\u003Cp\u003EIn February, the \u003Ca href=\u0022https:\/\/www.gatech.edu\/\u0022\u003EGeorgia Institute of Technology\u003C\/a\u003E, \u0026nbsp;together with the \u003Ca href=\u0022https:\/\/www.uga.edu\/\u0022\u003EUniversity of Georgia\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/www.gsu.edu\/\u0022\u003EGeorgia State University\u003C\/a\u003E, the \u003Ca href=\u0022https:\/\/georgiamining.org\/\u0022\u003EGeorgia Mining Association\u003C\/a\u003E, and the \u003Ca href=\u0022https:\/\/www.gov.uk\/world\/organisations\/british-consulate-general-atlanta\u0022\u003EBritish Consulate\u2011General Atlanta\u003C\/a\u003E, hosted the fourth Growing Partnerships for Essential Minerals (\u003Ca href=\u0022https:\/\/gems.research.gatech.edu\/\u0022\u003EGEMs\u20114\u003C\/a\u003E) workshop in Atlanta. The workshop built on a growing transatlantic partnership dedicated to advancing innovation across the critical minerals value chain.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe\u0026nbsp;two\u2011day event took place Feb. 4 \u2013 5, coinciding with the \u003Ca href=\u0022https:\/\/www.state.gov\/releases\/office-of-the-spokesperson\/2026\/02\/2026-critical-minerals-ministerial\u0022\u003ECritical Minerals Ministerial\u003C\/a\u003E hosted by U.S. Secretary of State Marco Rubio in Washington, D.C., on Feb. 4, which brought together more than 50 nations to strengthen and diversify global critical mineral supply chains. During this ministerial, U.K. Minister Seema Malhotra and U.S. Under Secretary of State Jacob Helberg signed a Critical Minerals Memorandum of Understanding, strengthening bilateral cooperation between the United States and the United Kingdom on critical mineral supply chains.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThese broad efforts are supported by White House Executive Order 14363, which defines the \u003Ca href=\u0022https:\/\/genesis.energy.gov\/\u0022\u003EGenesis Mission\u003C\/a\u003E and aims to accelerate scientific discovery through AI. The order identifies critical minerals supply chain resilience as a national security imperative.\u003C\/p\u003E\u003Cp\u003EIn Atlanta, these themes were brought to life in real time. The GEMs-4 workshop brought together researchers, policymakers, national labs, industry leaders, and workforce organizations from both the U.S. and the U.K. to address shared challenges in technology translation, permitting, investment, and talent development.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe state of Georgia\u2019s integrated ecosystem, linking research universities, legacy industries, technical colleges, national labs, and public\u2011private partnerships, served as a case study. Presenters highlighted how existing industrial assets in the Southeast are being incorporated into emerging clean energy and critical minerals supply chains, offering a model for other regions seeking to build capabilities around extraction, processing, and manufacturing.\u003C\/p\u003E\u003Cp\u003EA U.K. member of Parliament representing Cornwall, where the U.K. has lithium reserves and deep critical mineral expertise, joined the convening, as well as representatives from the U.K. Critical Mineral Association, Camborne School of Mines, and the University of Kent. Together, they explored opportunities and challenges, from a fundamental science to a commercialization perspective grounded in real-world experience.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe alignment between the ministerial in Washington and the expertise present in Atlanta demonstrated the value of state-level engagement and how national agreements translate into practical collaboration on the ground.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe Southeast has the research depth, industrial footprint, and collaborative spirit needed to lead in critical minerals innovation,\u201d\u0026nbsp;said \u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/yuanzhi-tang\u0022\u003EYuanzhi Tang\u003C\/a\u003E, Georgia Power Professor in the School of Earth and Atmospheric Sciences, executive director of the Strategic Energy Institute, and founding director of the Center for Critical Mineral Solutions at Georgia Tech. \u201cGEMs\u20114 showed what\u2019s possible when universities, industry, and government partners align around shared priorities.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDay one featured strategic dialogue on critical mineral resources, innovation pathways, and partnership models. A recurring theme was the co-production of critical minerals alongside major mineral commodities. \u201cMany critical minerals are produced as byproducts of larger mining operations, making it essential to integrate recovery strategies into existing mineral industries rather than developing entirely new extraction systems,\u201d noted \u003Ca href=\u0022https:\/\/cas.gsu.edu\/profile\/w-crawford-elliott\/\u0022\u003ECrawford Elliott\u003C\/a\u003E, professor of geosciences at Georgia State University.\u003C\/p\u003E\u003Cp\u003EDay two transitioned to field\u2011based learning, led by \u003Ca href=\u0022https:\/\/geology.uga.edu\/directory\/people\/paul-schroeder\u0022\u003EPaul Schroeder\u003C\/a\u003E, professor of geology at the University of Georgia. Participants visited active operations to better understand how regional industrial strengths can support national and international supply chain goals. Schroeder said, \u201cConnecting people to the long-standing mineral extraction economy at the mining and plant sites, where the work gets done with an amazingly skilled workforce, underscores the unique role of Georgia\u2019s place\u2011based capacity in advancing national and transatlantic supply\u0026nbsp;chain goals.\u201d\u003C\/p\u003E\u003Cp\u003EOrganizers emphasized that resilient supply chains rely on regional capabilities built over time through university collaboration, industry partnerships, and community engagement. With three years of inter\u2011university coordination now underpinning the GEMS platform, the 2026 workshop demonstrated how the Southeast is contributing actionable models for U.S.-U.K. cooperation.\u003C\/p\u003E\u003Cp\u003E\u201cEcosystem-building at this scale requires participation from every part of the value chain, and we are encouraged by the model GEMs presents,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/rachel-galloway-518014292\/\u0022\u003ERachel Galloway\u003C\/a\u003E, Consul General at British Consulate General Atlanta. \u201cThe collaboration across universities, industry, and government is exactly what enables long\u2011term impact on both sides of the Atlantic.\u201d\u003C\/p\u003E\u003Cp\u003EThrough focused dialogue and partnership-building, the symposium strengthened transatlantic collaboration, highlighted regional strengths, and accelerated innovation and translation across the critical minerals value chain, from resource characterization and processing to recycling, manufacturing, and deployment.\u003C\/p\u003E\u003Cp\u003EFor more information about the GEMS initiative, visit: \u003Ca href=\u0022https:\/\/gems.research.gatech.edu\/\u0022\u003Ehttps:\/\/gems.research.gatech.edu\/\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EIn February, the \u003Ca href=\u0022https:\/\/www.gatech.edu\/\u0022\u003EGeorgia Institute of Technology\u003C\/a\u003E, \u0026nbsp;together with the \u003Ca href=\u0022https:\/\/www.uga.edu\/\u0022\u003EUniversity of Georgia\u003C\/a\u003E, \u003Ca href=\u0022https:\/\/www.gsu.edu\/\u0022\u003EGeorgia State University\u003C\/a\u003E, the \u003Ca href=\u0022https:\/\/georgiamining.org\/\u0022\u003EGeorgia Mining Association\u003C\/a\u003E, and the \u003Ca href=\u0022https:\/\/www.gov.uk\/world\/organisations\/british-consulate-general-atlanta\u0022\u003EBritish Consulate\u2011General Atlanta\u003C\/a\u003E, hosted the fourth Growing Partnerships for Essential Minerals (\u003Ca href=\u0022https:\/\/gems.research.gatech.edu\/\u0022\u003EGEMs\u20114\u003C\/a\u003E) workshop in Atlanta. The workshop built on a growing transatlantic partnership dedicated to advancing innovation across the critical minerals value chain.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"In February, the Georgia Institute of Technology,  together with the University of Georgia, Georgia State University, the Georgia Mining Association, and the British Consulate\u2011General Atlanta, hosted the fourth GEMs workshop."}],"uid":"36413","created_gmt":"2026-04-13 17:45:13","changed_gmt":"2026-04-13 18:25:18","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-13T00:00:00-04:00","iso_date":"2026-04-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679927":{"id":"679927","type":"image","title":"20260204_GEMs-IV-Group-Photo_LR.jpeg","body":"\u003Cp\u003EGroup photo of the attendees of the GEMs-4 symposium.\u003C\/p\u003E","created":"1776102371","gmt_created":"2026-04-13 17:46:11","changed":"1776102371","gmt_changed":"2026-04-13 17:46:11","alt":"Attendees of the GEMs-4 symposium","file":{"fid":"264149","name":"20260204_GEMs-IV-Group-Photo_LR.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/13\/20260204_GEMs-IV-Group-Photo_LR.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/20260204_GEMs-IV-Group-Photo_LR.jpeg","mime":"image\/jpeg","size":1521193,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/20260204_GEMs-IV-Group-Photo_LR.jpeg?itok=46uGjXAX"}},"679928":{"id":"679928","type":"image","title":"31932AB2-B646-4E29-9BEF-3FD7C6054815.JPG.jpeg","body":"\u003Cp\u003EDay 2 of the symposium included a visit to a Georgia mining operation.\u003C\/p\u003E","created":"1776102491","gmt_created":"2026-04-13 17:48:11","changed":"1776102491","gmt_changed":"2026-04-13 17:48:11","alt":"Day 2 of the symposium included a visit to a Georgia mining operation","file":{"fid":"264150","name":"31932AB2-B646-4E29-9BEF-3FD7C6054815.JPG.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/13\/31932AB2-B646-4E29-9BEF-3FD7C6054815.JPG.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/31932AB2-B646-4E29-9BEF-3FD7C6054815.JPG.jpeg","mime":"image\/jpeg","size":2766293,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/31932AB2-B646-4E29-9BEF-3FD7C6054815.JPG.jpeg?itok=6UE7bW0o"}},"679929":{"id":"679929","type":"image","title":"P1003694-Attendees-LR.jpeg","body":"\u003Cp\u003EAttendees at the GEMs-4 workshop\u003C\/p\u003E","created":"1776103013","gmt_created":"2026-04-13 17:56:53","changed":"1776103013","gmt_changed":"2026-04-13 17:56:53","alt":"Attendees at the GEMs-4 workshop","file":{"fid":"264151","name":"P1003694-Attendees-LR.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/13\/P1003694-Attendees-LR.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/P1003694-Attendees-LR.jpeg","mime":"image\/jpeg","size":672603,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/P1003694-Attendees-LR.jpeg?itok=WORRhc1_"}},"679930":{"id":"679930","type":"image","title":"P1003821-panel.jpeg","body":"\u003Cp\u003ECritical Mineral Significance and Resources Panel at the GEMs-4 symposium\u003C\/p\u003E","created":"1776103013","gmt_created":"2026-04-13 17:56:53","changed":"1776103013","gmt_changed":"2026-04-13 17:56:53","alt":"Panelists discussing at the GEMs-4 symposium","file":{"fid":"264152","name":"P1003821-panel.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/13\/P1003821-panel.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/P1003821-panel.jpeg","mime":"image\/jpeg","size":614552,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/P1003821-panel.jpeg?itok=wPJagMbS"}},"679931":{"id":"679931","type":"image","title":"P1003941-AttendeeQuestions.jpeg","body":"\u003Cp\u003EAttendee asking a question to the panel at the GEMS-4 Symposium\u003C\/p\u003E","created":"1776103013","gmt_created":"2026-04-13 17:56:53","changed":"1776103013","gmt_changed":"2026-04-13 17:56:53","alt":"Attendee asking a question to the panel at the GEMS-4 Symposium","file":{"fid":"264153","name":"P1003941-AttendeeQuestions.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/13\/P1003941-AttendeeQuestions.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/P1003941-AttendeeQuestions.jpeg","mime":"image\/jpeg","size":646826,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/P1003941-AttendeeQuestions.jpeg?itok=tVXDFwY1"}}},"media_ids":["679927","679928","679929","679930","679931"],"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":"135","name":"Research"},{"id":"133","name":"Special Events and Guest Speakers"},{"id":"194611","name":"State Impact"},{"id":"194612","name":"Workforce Development"}],"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\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E\u003Cdiv\u003E\u003Ca href=\u0022mailto:sydnie.hammond@fcdo.gov.uk\u0022\u003ESydnie Hammond\u003C\/a\u003E\u003Cbr\u003EBritish Consulate-Atlanta\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u003Ca href=\u0022mailto:ahead13@gsu.edu\u0022\u003EAmanda Head\u003C\/a\u003E\u003C\/div\u003E\u003Cdiv\u003EGeorgia State University\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u003Ca href=\u0022mailto:Kay.Torrance@uga.edu\u0022\u003EKay Alison Torrance\u003C\/a\u003E\u003C\/div\u003E\u003Cdiv\u003EUniversity of Georgia\u003C\/div\u003E\u003Cdiv\u003E\u0026nbsp;\u003C\/div\u003E\u003Cdiv\u003E\u003Ca href=\u0022mailto:leelemke@georgiamining.org\u0022\u003ELee Lemke\u003C\/a\u003E\u003C\/div\u003E\u003Cdiv\u003EGeorgia Mining Association\u003C\/div\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689639":{"#nid":"689639","#data":{"type":"news","title":"Georgia Tech Welcomes a Neuroethics Pioneer","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003EArtificial intelligence has been touted as the most transformative technology of our time. With only a few years of mainstream use, it\u2019s changed how we work and communicate, generated billions of dollars in investments, and sparked global debate. But according to leading neuroethics expert \u003Ca href=\u0022https:\/\/dana.org\/article\/karen-rommelfanger-a-neuroscience-society-champion-of-ethics-and-inclusion\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EKaren Rommelfanger\u003C\/a\u003E, the race isn\u2019t over yet.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cCan you think of a more transformative technology than one that intervenes with the fundamental organ that drives your experience in the world?\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThat fundamental organ is the brain.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETechnologies interfacing directly with the brain have been reserved for treating severe injury or disease for decades. Now, neurotechnology is expanding into brain-responsive wearables meant to enhance, augment, and monitor everyday life. As these technologies accelerate and AI is incorporated, the question is no longer \u003Cem\u003Eif \u003C\/em\u003Eneurotechnology will transform society, but \u003Cem\u003Ehow \u003C\/em\u003E\u2014 and who will shape the boundaries.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThese are some of the questions on which Karen Rommelfanger has built her career. Trained as a biomedical researcher and neuroscientist, Rommelfanger went on to found the \u003Ca href=\u0022https:\/\/instituteofneuroethics.org\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EInstitute for Neuroethics\u003C\/a\u003E, the world\u2019s first think and do tank devoted entirely to neuroethics, public engagement, and policy implementation.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe brain is special; it\u2019s central to who we are,\u201d says Rommelfanger, who was also an inaugural recipient of the \u003Ca href=\u0022https:\/\/dana.org\/article\/dana-foundation-recognizes-two-neuroscience-society-champions-with-inaugural-awards\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EDana Foundation Neuroscience and Society Award\u003C\/a\u003E. \u201cAnd that means when you intervene with the brain, there are unique responsibilities. The field of neuroethics addresses things like: How do you ensure mental privacy? How do you protect free will? How do you ensure that people have the power to be narrators of their own lives and their cognitive experience?\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ENow, Rommelfanger is joining Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/neuro.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/a\u003E (INNS) as a professor of the practice, where she will work to further embed neuroethics into Georgia Tech\u2019s research and technology development ecosystem.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech is producing the next generation of neurotechnologists, and Karen\u2019s expertise will help ensure we\u2019re preparing them to think about societal impact as deeply as they think about the technical and scientific aspects of their work,\u201d says \u003Ca href=\u0022https:\/\/ece.gatech.edu\/directory\/christopher-john-rozell\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EChristopher Rozell\u003C\/a\u003E, executive director of INNS. \u201cHer leadership strengthens the Institute in exactly the way this moment in neurotechnology demands.\u201d\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech has many, many ways that it leads in the technology ecosystem. But one of the powerful, unique ways it can lead is through neurotechnology,\u201d says Rommelfanger. \u201cI hope that the INNS, given its unique mandate for neuroscience, neurotechnology, and society, can be a lighthouse for these types of conversations.\u201d\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003ENeuroethics by Design\u003C\/strong\u003E\u0026nbsp;\u003C\/h3\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFrom institutional review boards to mandatory responsible research conduct training, ethics are a foundational part of scientific research. But designing neurotechnologies raises ethical challenges beyond the scope of typical training. What happens when discoveries leave the lab and enter people\u2019s lives?\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThat question sits at the core of Rommelfanger\u2019s work. She argues it\u2019s a neurotechnologist\u2019s responsibility to recognize and proactively address the need for unique safeguards for privacy, autonomy, and long-term responsibility. Her solution is to move neuroethics upstream, embedding it directly into the research, design, and deployment of neurotechnology through an approach she calls \u201cneuroethics by design.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cNeuroethics by design considers ethics as a core criterion where principles can drive innovation with more of a lens toward societal outcomes,\u201d she says \u2014 an approach informed by years of advising national-level brain research initiatives and her experience at the intersection of clinical practice and ethics scholarship.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERather than treating ethics as a compliance checklist or a post hoc review, neuroethics by design integrates ethical thinking throughout the entire innovation lifecycle, from early ideation and research questions to product requirements, governance strategies, and long-term sustainability. She has used the approach for years as an embedded partner for neurotechnology startups in her neuroethics consultancy, \u003Ca href=\u0022https:\/\/ningenstrategy.com\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ENingen Co-Lab\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAfter decades as a traditional academic professor and then years advising companies and policymakers with this philosophy, Rommelfanger says Georgia Tech is the right place to scale this work. With its strength in neurotechnology and INNS\u2019s rare focus on neuroscience\u003Cem\u003E and\u003C\/em\u003E society, \u201cI could not think of a better place to launch and pilot this neuroethics by design scaling effort.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EShe will work with INNS to help equip researchers, students, and industry partners with practical tools for ethical decision-making. Her vision is not to create neuroethicists as a standalone profession, but to cultivate ethically engaged neurotechnologists and engineers.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ECentral to her plans at INNS are hands-on training programs that bring ethics out of the abstract and into practice. \u201cI wanted to be a professor of the practice because, while the field does need more scholars, what it really needs most at this point are practitioners.\u201d\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERommelfanger is exploring modular content that can be embedded into existing courses across disciplines, as well as immersive training \u2014 such as neuroethics boot camps and problem-solving hackathons \u2014 that bring together students, faculty, and professionals to tackle real-world challenges collaboratively.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cNo one discipline can solve all the ethical challenges ahead,\u201d says Rommelfanger. She is particularly interested in creating spaces where experts from across science and engineering, policy and law, design and the arts, and philosophy can work side by side with people with lived experience of neurological conditions. \u201cThe onus is not on scientists alone, but is a shared responsibility that benefits immensely from dialogue, accountability, and action across diverse communities.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBy situating neuroethics within Georgia Tech\u2019s broader research ecosystem, Rommelfanger hopes INNS can help shift how the field evolves globally.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIt\u0027s really difficult to get your arms around something once it\u0027s out of the gate,\u201d she says, citing the rapid adoption of AI without proper ethical or policy guidelines. \u201cWith neurotechnology, we still have a little bit of time, but not that much time. We are at that moment where we could change the course of global history.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAs brain interfacing tools move out of the lab and into everyday life, Karen Rommelfanger is bringing her global neuroethics expertise to Georgia Tech to prepare the next generation of ethical innovators.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"As brain interfacing tools move out of the lab and into everyday life, Karen Rommelfanger is bringing her global neuroethics expertise to Georgia Tech to prepare the next generation of ethical innovators."}],"uid":"35575","created_gmt":"2026-04-13 15:20:52","changed_gmt":"2026-04-13 17:46:36","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-13T00:00:00-04:00","iso_date":"2026-04-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679924":{"id":"679924","type":"image","title":"Karen-Rommelfanger.jpg","body":"\u003Cp\u003EKaren Rommelfanger recently joined Georgia Tech as a professor of the practice, where she will work with the Institute for Neuroscience, Neurotechnology, and Society to embed neuroethics into Georgia Tech\u2019s research and technology development ecosystem. Photo via the Dana Foundation.\u003C\/p\u003E","created":"1776101751","gmt_created":"2026-04-13 17:35:51","changed":"1776102415","gmt_changed":"2026-04-13 17:46:55","alt":"Karen Rommelfanger smiling in a warmly lit room. A window and brick wall are visible behind her.","file":{"fid":"264146","name":"Karen-Rommelfanger.jpg","image_path":"\/sites\/default\/files\/2026\/04\/13\/Karen-Rommelfanger.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/Karen-Rommelfanger.jpg","mime":"image\/jpeg","size":101822,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/Karen-Rommelfanger.jpg?itok=uivAseBV"}},"679926":{"id":"679926","type":"image","title":"BrainMind.JPG","body":"\u003Cp\u003EKaren Rommelfanger (left) is a leading voice in neuroethics, with years of experience bridging neuroscience, technology development, ethics, and public policy to address the societal impacts of emerging brain technologies.\u003C\/p\u003E","created":"1776101944","gmt_created":"2026-04-13 17:39:04","changed":"1776101944","gmt_changed":"2026-04-13 17:39:04","alt":"Seated on the left, Karen Rommelfanger speaks on a panel at the 2026 Asilomar for the Brain and Mind conference. Panelists sit on stage in front of a large screen displaying the conference name, dates, and a brain-themed graphic, with an audience visible in the foreground.","file":{"fid":"264148","name":"BrainMind.JPG","image_path":"\/sites\/default\/files\/2026\/04\/13\/BrainMind.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/BrainMind.JPG","mime":"image\/jpeg","size":167461,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/BrainMind.JPG?itok=HALewFCU"}}},"media_ids":["679924","679926"],"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 (INNS)"},{"url":"https:\/\/dana.org\/article\/karen-rommelfanger-a-neuroscience-society-champion-of-ethics-and-inclusion\/","title":"Karen Rommelfanger: A Neuroscience \u0026 Society Champion of Ethics and Inclusion"},{"url":"https:\/\/dana.org\/article\/why-neuroethics-matters-in-the-age-of-brain-technology\/","title":"Why Neuroethics Matters in the Age of Brain Technology: A Conversation with Karen Rommelfanger"}],"groups":[{"id":"66220","name":"Neuro"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"131","name":"Economic Development and Policy"},{"id":"42911","name":"Education"},{"id":"146","name":"Life Sciences and Biology"},{"id":"194610","name":"National Interests\/National Security"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"172970","name":"go-neuro"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"193656","name":"Neuro Next 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 Program Manager\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society (INNS)\u003C\/p\u003E","format":"limited_html"}],"email":["audra.davidson@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689660":{"#nid":"689660","#data":{"type":"news","title":"A Guide to Birdwatching at Georgia Tech","body":[{"value":"\u003Cp\u003EMore than 11 million people live in Georgia, but on April nights, the state\u2019s residents on the ground are outnumbered by tens of millions of small songbirds flying overhead.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003ESpring migration season typically runs from March through May, peaking in April, according to \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/people\/benjamin%20freeman\u0022\u003EBen Freeman\u003C\/a\u003E, an ecologist and assistant professor in the \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E at Georgia Tech. Georgia lies along the Atlantic Flyway, aiding migratory birds \u2014 such as warblers, sparrows, and flycatchers \u2014 with a path to the Appalachians, the Great Lakes, and their home territories, where they will breed in the spring.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EAtlanta is often called a city in a forest, but the Tech campus offers additional green space, food, and shelter for many of the area\u2019s native species. From above, it attracts migrating birds in search of a rest stop along their route.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003EFor birds native to the Atlanta metro area, like the Brown-headed Nuthatch and Northern Parula, Freeman says April is also the best time to see and hear them.\u0026nbsp;\u003Cbr\u003E\u003Cbr\u003E\u201cApril is the prime bird month in Georgia,\u201d he said. \u201cThat\u2019s because, in addition to the migrating species passing through, our birds are breeding, they\u2019re out looking for food, and singing to defend their territory and impress a mate. This is also the time of year when they have their fanciest feathers, making it a beautiful time to observe them in nature.\u201d\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003E\u003Ca href=\u0022https:\/\/news.gatech.edu\/features\/2026\/04\/guide-birdwatching-georgia-tech\u0022\u003ERead the full story\u003C\/a\u003E\u003Ca href=\u0022https:\/\/research.gatech.edu\/node\/45127\u0022\u003E\u003Cstrong\u003E. \u00bb\u003C\/strong\u003E\u003C\/a\u003E\u003C\/h3\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EApril is peak bird season in Georgia, so expect to see and hear plenty of species on campus.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"April is peak bird season in Georgia, so expect to see and hear plenty of species on campus."}],"uid":"36583","created_gmt":"2026-04-13 16:13:16","changed_gmt":"2026-04-13 17:21:12","author":"lvidal7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-13T00:00:00-04:00","iso_date":"2026-04-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679923":{"id":"679923","type":"image","title":"American Robin","body":null,"created":"1776096880","gmt_created":"2026-04-13 16:14:40","changed":"1776096880","gmt_changed":"2026-04-13 16:14:40","alt":"American Robin sitting on Georgia Tech sign ","file":{"fid":"264145","name":"Early-Bird-Gets-the-Worm--American-Robin-.JPG","image_path":"\/sites\/default\/files\/2026\/04\/13\/Early-Bird-Gets-the-Worm--American-Robin-.JPG","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/13\/Early-Bird-Gets-the-Worm--American-Robin-.JPG","mime":"image\/jpeg","size":2277086,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/13\/Early-Bird-Gets-the-Worm--American-Robin-.JPG?itok=zHoUjJMu"}}},"media_ids":["679923"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1275","name":"School of Biological Sciences"}],"categories":[{"id":"129","name":"Institute and Campus"},{"id":"146","name":"Life Sciences and Biology"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"194631","name":"cos-georgia"},{"id":"4620","name":"bird"},{"id":"166882","name":"School of Biological Sciences"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":["steven.gagliano@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689628":{"#nid":"689628","#data":{"type":"news","title":"Georgia Tech-led Research Team to Develop SHIELD Against Deadly Biological Threats ","body":[{"value":"\u003Cp\u003EThe United States continues to face deadly infectious disease outbreaks, from emerging viruses to antibiotic-resistant bacteria, underscoring the nation\u2019s need for rapid, effective response systems. These threats extend beyond public health, disrupting daily life, straining health care systems, and impacting military readiness.\u003C\/p\u003E\u003Cp\u003EA team of researchers led by \u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/singh\u0022\u003E\u003Cstrong\u003EAnkur Singh\u003C\/strong\u003E\u003C\/a\u003E, the Carl Ring Family Professor in 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 professor in\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003Ethe \u003Ca href=\u0022https:\/\/bme.gatech.edu\/bme\/\u0022\u003E\u003Cstrong\u003EWallace H. Coulter Department of Biomedical Engineering\u003C\/strong\u003E\u003C\/a\u003E at Georgia Tech and Emory\u0026nbsp;University, has been awarded up to $6 million from the Defense Threat Reduction Agency (DTRA) of the U.S. Department of Defense to accelerate the development of medical countermeasures (MCMs) against deadly biological threats that endanger public health, national security, and warfighters.\u003C\/p\u003E\u003Cp\u003EDTRA\u2019s mission is to provide solutions that enable the Department of Defense, the U.S. government, and international partners to deter strategic threats. A key priority is advancing new or improved MCMs that can be deployed before or after exposure to biological or chemical agents.\u003C\/p\u003E\u003Cp\u003ESingh\u2019s multi-year project, Systematic Human Immune Engineering for Lethal Disease (SHIELD) Countermeasures, aims to create a threat-agnostic platform that transforms how respiratory pathogens and toxins are studied. The platform is designed to speed up the discovery, development, and production of immune-based countermeasures.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/georgia-tech-led-research-team-develop-shield-against-deadly-biological-threats\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\u003EThe United States continues to face deadly infectious disease outbreaks, from emerging viruses to antibiotic-resistant bacteria, underscoring the nation\u2019s need for rapid, effective response systems. These threats extend beyond public health, disrupting daily life, straining health care systems, and impacting military readiness.\u003C\/p\u003E\u003Cp\u003EA team of researchers led by Ankur Singh, the Carl Ring Family Professor in the George W. Woodruff School of Mechanical Engineering and professor in the Wallace H. Coulter Department of Biomedical Engineering at Georgia Tech and Emory University, has been awarded up to $6 million from the Defense Threat Reduction Agency (DTRA) of the U.S. Department of Defense to accelerate the development of medical countermeasures (MCMs) against deadly biological threats that endanger public health, national security, and warfighters.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A team of researchers led by Ankur Singh has been awarded up to $6 million from DTRA of the U.S. Department of Defense to accelerate the development of MCMs against deadly biological threats that endanger public health, national security, and warfighters."}],"uid":"35851","created_gmt":"2026-04-10 18:23:18","changed_gmt":"2026-04-10 18:44:23","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-01T00:00:00-04:00","iso_date":"2026-04-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679914":{"id":"679914","type":"image","title":"DTRA-1.jpg","body":null,"created":"1775845424","gmt_created":"2026-04-10 18:23:44","changed":"1775845424","gmt_changed":"2026-04-10 18:23:44","alt":"Ankur Singh, the Carl Ring Family Professor in the George W. Woodruff School of Mechanical Engineering, in his lab.","file":{"fid":"264135","name":"DTRA-1.jpg","image_path":"\/sites\/default\/files\/2026\/04\/10\/DTRA-1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/10\/DTRA-1.jpg","mime":"image\/jpeg","size":1085392,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/10\/DTRA-1.jpg?itok=vffgq6CB"}}},"media_ids":["679914"],"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":[{"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\u003E\u003Ca href=\u0022mailto:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689629":{"#nid":"689629","#data":{"type":"news","title":"Anna Erickson Wins 2026 Corones Award for Research and Societal Impact ","body":[{"value":"\u003Cp\u003E\u003Ca href=\u0022https:\/\/me.gatech.edu\/faculty\/erickson\u0022\u003E\u003Cstrong\u003EAnna Erickson\u003C\/strong\u003E\u003C\/a\u003E, Woodruff Professor of \u003Ca href=\u0022https:\/\/www.nremp.gatech.edu\/\u0022\u003E\u003Cstrong\u003Enuclear and radiological engineering\u003C\/strong\u003E\u003C\/a\u003E in the George W. Woodruff School of Mechanical Engineering, has been awarded the 2026 James Corones Award in Leadership, Community Building and Communication from the Krell Institute.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.krellinst.org\/about-krell\/corones-award\u0022\u003E\u003Cstrong\u003EThe award\u003C\/strong\u003E\u003C\/a\u003E, named for the Iowa-based nonprofit\u2019s founder, recognizes midcareer scientists and engineers for research impact, mentoring, scientific-community activities, and commitment to communicating science and technology. It will be formally presented to Erickson in May on the Georgia Tech campus.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/news\/anna-erickson-wins-2026-corones-award-research-and-societal-impact\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\u003EAnna Erickson, Woodruff Professor of nuclear and radiological engineering in the George W. Woodruff School of Mechanical Engineering, has been awarded the 2026 James Corones Award in Leadership, Community Building and Communication from the Krell Institute.\u003C\/p\u003E\u003Cp\u003EThe award, named for the Iowa-based nonprofit\u2019s founder, recognizes midcareer scientists and engineers for research impact, mentoring, scientific-community activities, and commitment to communicating science and technology. It will be formally presented to Erickson in May on the Georgia Tech campus.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Anna Erickson, Woodruff Professor of nuclear and radiological engineering, has been awarded the 2026 James Corones Award in Leadership, Community Building and Communication from the Krell Institute."}],"uid":"35851","created_gmt":"2026-04-10 18:42:29","changed_gmt":"2026-04-10 18:43:20","author":"aritchie6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-09T00:00:00-04:00","iso_date":"2026-04-09T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679915":{"id":"679915","type":"image","title":"DSC_8473-Enhanced-NR--1-_0.jpeg","body":null,"created":"1775846559","gmt_created":"2026-04-10 18:42:39","changed":"1775846559","gmt_changed":"2026-04-10 18:42:39","alt":"Anna Erickson","file":{"fid":"264136","name":"DSC_8473-Enhanced-NR--1-_0.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/10\/DSC_8473-Enhanced-NR--1-_0.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/10\/DSC_8473-Enhanced-NR--1-_0.jpeg","mime":"image\/jpeg","size":784715,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/10\/DSC_8473-Enhanced-NR--1-_0.jpeg?itok=6O02n0ai"}}},"media_ids":["679915"],"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\u003E\u003Ca href=\u0022mailto:ashley.ritchie@me.gatech.edu\u0022\u003EAshley Ritchie\u003C\/a\u003E\u003Cbr\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689484":{"#nid":"689484","#data":{"type":"news","title":"Incoming College of Sciences Faculty to Attend 75th Lindau Nobel Laureate Meeting","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EAfroditi Papadopoulou\u003C\/strong\u003E has been invited to attend the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.lindau-nobel.org\/news-75-nobel-laureates-and-600-young-scientists-gather-in-lindau\/\u0022\u003E75th Lindau Nobel Laureate Meeting\u003C\/a\u003E in Germany to debate the future of science. Papadopoulou is one of the 600 young scientists selected from around the world to engage directly with 75 Nobel Laureates during this prestigious forum for intergenerational and interdisciplinary scientific exchange. Discussions this year will focus on how science can help societies navigate an increasingly complex world.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cAttending the 75th Lindau Nobel Laureate Meeting is both an honor and a responsibility: a chance to represent my academic community which focuses on the study of elusive particles called neutrinos while learning from those who have shaped the field,\u201d says Papadopoulou, who will join Georgia Tech as a\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E assistant professor in August 2026. \u201cI hope to come away with a deeper understanding of how transformative ideas emerge and how to cultivate the kind of leadership and vision needed to guide future large-scale scientific efforts that will unravel some of the mysteries of the universe.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EPapadopoulou obtained her Ph.D. in experimental physics from the Massachusetts Institute of Technology. As part of her research, she analyzed neutrino data collected by the\u0026nbsp;\u003Ca href=\u0022https:\/\/microboone.fnal.gov\/\u0022\u003EMicroBooNE detector\u003C\/a\u003E at Fermi National Accelerator Laboratory in Illinois and electron scattering data from the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.jlab.org\/\u0022\u003EJefferson Lab\u003C\/a\u003E in Virginia.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn 2022, she joined Argonne National Laboratory as a Maria Goeppert Mayer Fellow, continuing her research as a member of the MicroBooNE,\u0026nbsp;\u003Ca href=\u0022https:\/\/sbn-nd.fnal.gov\/\u0022\u003EShort-Baseline Near Detector\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.dunescience.org\/\u0022\u003EDeep Underground Neutrino Experiment\u003C\/a\u003E, and Jefferson Lab\u2019s Electrons-For-Neutrinos collaborations. Her work focuses on testing the performance of simulation predictions against existing and new neutrino and electron data sets.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EPapadopoulou currently serves as a J. Robert Oppenheimer Fellow at Los Alamos National Laboratory where she is working to better understand neutrino interactions.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Afroditi Papadopoulou meets with Nobel Laureates before joining the School of Physics this fall"}],"field_summary":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EBefore joining the School of Physics as an assistant professor this fall, Afroditi Papadopoulou will engage with Nobel Laureates during a global forum focused on intergenerational and interdisciplinary scientific exchange.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Before joining the School of Physics as an assistant professor this fall, Afroditi Papadopoulou will engage with Nobel Laureates during a global forum focused on intergenerational and interdisciplinary scientific exchange."}],"uid":"36583","created_gmt":"2026-04-06 19:45:14","changed_gmt":"2026-04-07 13:41:24","author":"lvidal7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-07T00:00:00-04:00","iso_date":"2026-04-07T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679868":{"id":"679868","type":"image","title":"Afroditi Papadopoulou","body":null,"created":"1775504931","gmt_created":"2026-04-06 19:48:51","changed":"1775504931","gmt_changed":"2026-04-06 19:48:51","alt":"Headshot of Afroditi Papadopoulou wearing pink collared shirt and glasses","file":{"fid":"264079","name":"33933D34_PSE_PORTRAIT_Afroditi-Papadopoulou__web.jpg","image_path":"\/sites\/default\/files\/2026\/04\/06\/33933D34_PSE_PORTRAIT_Afroditi-Papadopoulou__web.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/06\/33933D34_PSE_PORTRAIT_Afroditi-Papadopoulou__web.jpg","mime":"image\/jpeg","size":2447456,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/06\/33933D34_PSE_PORTRAIT_Afroditi-Papadopoulou__web.jpg?itok=ybag3L1d"}}},"media_ids":["679868"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"4896","name":"College of Sciences"},{"id":"166937","name":"School of Physics"},{"id":"1646","name":"New Faculty"},{"id":"192249","name":"cos-community"}],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EWriter: Lindsay C. Vidal\u003C\/p\u003E","format":"limited_html"}],"email":["lvidal7@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689428":{"#nid":"689428","#data":{"type":"news","title":"Researchers Build AI Tutor Grounded in Course Materials","body":[{"value":"\u003Cp\u003EAs students increasingly turn to artificial intelligence (AI) to help with coursework, some worry that their learning could be compromised. Georgia Tech researchers are working to counter this potential decline with an AI tool they hope will promote learning rather than hinder it.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETokenSmith is a citation-supported large language model (LLM) tutor that can be hosted locally on a user\u2019s personal computer. The tutor only provides answers based on course materials, such as the textbook or lecture slides.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAssociate Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~jarulraj\/\u0022\u003E\u003Cstrong\u003EJoy Arulraj\u003C\/strong\u003E\u003C\/a\u003E began the project with support from the \u003Ca href=\u0022https:\/\/research.gatech.edu\/c21u-announces-inaugural-bill-kent-ai-higher-education-fellows\u0022\u003E\u003Cstrong\u003EBill Kent Family Foundation AI in Higher Education Faculty Fellowship\u003C\/strong\u003E\u003C\/a\u003E last year. The fellowship, led by Georgia Tech\u2019s Center for 21st Century Universities, supports faculty projects exploring innovative and ethical uses of AI in teaching.\u0026nbsp;\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EArulraj has enlisted assistant professors \u003Ca href=\u0022https:\/\/kexinrong.github.io\/\u0022\u003E\u003Cstrong\u003EKexin Rong\u003C\/strong\u003E\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/steve.mussmann.us\/\u0022\u003E\u003Cstrong\u003ESteve Mussmann\u003C\/strong\u003E\u003C\/a\u003E to help build TokenSmith.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EMussmann said TokenSmith is a synergistic blend of a database system and a machine learning system. The model stores textbooks, textbook annotations by course staff, common questions and answers, a learning state of the student, and student feedback in a structured database system. However, machine learning plays a key role in the answer generation as well as adapting the system to the student, course staff guidance, and user feedback.\u003C\/p\u003E\u003Cp\u003E\u0022What excites me most is demonstrating how data-driven ML and principled database systems design can reinforce each other \u2014 one providing adaptability and flexibility, the other providing structure and traceability \u2014 in a way that benefits students,\u0022 Mussmann said.\u003C\/p\u003E\u003Cp\u003EKeeping the model local has been an important focus of the project. The team wanted to create an AI tutor that helps students learn from their class resources rather than just giving answers. With each response, TokenSmith cites the origin of the answer in the provided documents.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cOne problem with LLMs is that they can hallucinate and provide wrong answers, but in this controlled environment, we can add these guardrails to make sure it\u2019s actually helpful in an educational setting,\u201d Rong said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERong said she feels that students often undervalue textbooks, and she hopes TokenSmith can motivate students to make better use of them.\u202f\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cTextbooks can sometimes be daunting, but maybe if we combine them with the model, students might be more willing to read a paragraph or page in the textbook, and that could help clarify something for them,\u201d she said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERunning the model locally is more cost-effective and helps preserve the user\u2019s privacy. But running the new tool locally comes with technical challenges.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EOne challenge with creating the model is speed. Since it is a locally based model, TokenSmith depends solely on the user\u2019s computer memory. \u0026nbsp;Tests have also shown that the tutor currently struggles to answer more complex questions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe are interested in pushing the boundaries of these local models so that they give students good answers and also run fast enough to keep students engaged,\u201d Arulraj said.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETokenSmith is a citation-supported large language model (LLM) tutor that can be hosted locally on a user\u2019s personal computer. The tutor only provides answers based on course materials, such as the textbook or lecture slides.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAssociate Professor \u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~jarulraj\/\u0022\u003E\u003Cstrong\u003EJoy Arulraj\u003C\/strong\u003E\u003C\/a\u003E began the project with support from the \u003Ca href=\u0022https:\/\/research.gatech.edu\/c21u-announces-inaugural-bill-kent-ai-higher-education-fellows\u0022\u003E\u003Cstrong\u003EBill Kent Family Foundation AI in Higher Education Faculty Fellowship\u003C\/strong\u003E\u003C\/a\u003E last year. The fellowship, led by Georgia Tech\u2019s Center for 21st Century Universities, supports faculty projects exploring innovative and ethical uses of AI in teaching.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"TokenSmith is a citation-supported large language model (LLM) tutor that can be hosted locally on a user\u2019s personal computer. The tutor only provides answers based on course materials, such as the textbook or lecture slides.  "}],"uid":"36532","created_gmt":"2026-04-02 20:25:02","changed_gmt":"2026-04-02 20:30:36","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-02T00:00:00-04:00","iso_date":"2026-04-02T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679842":{"id":"679842","type":"image","title":"AI-Tutor-Image.jpg.jpeg","body":null,"created":"1775161510","gmt_created":"2026-04-02 20:25:10","changed":"1775161510","gmt_changed":"2026-04-02 20:25:10","alt":"Graphic showing the researchers in front of a computer screen","file":{"fid":"264048","name":"AI-Tutor-Image.jpg.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/02\/AI-Tutor-Image.jpg.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/02\/AI-Tutor-Image.jpg.jpeg","mime":"image\/jpeg","size":321180,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/02\/AI-Tutor-Image.jpg.jpeg?itok=yDJdQ838"}}},"media_ids":["679842"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50875","name":"School of Computer Science"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"42911","name":"Education"},{"id":"135","name":"Research"}],"keywords":[{"id":"193860","name":"Artifical Intelligence"},{"id":"192863","name":"go-ai"},{"id":"194701","name":"go-resarchnews"},{"id":"9153","name":"Research Horizons"},{"id":"10199","name":"Daily Digest"},{"id":"194394","name":"AI in Education"}],"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\u003EMorgan Usry, Communications Officer\u003C\/p\u003E","format":"limited_html"}],"email":["morgan.usry@cc.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689025":{"#nid":"689025","#data":{"type":"news","title":"Why Mosquitoes Swarm Your Head: They\u2019re Following Signals, Not Each Other","body":[{"value":"\u003Cp\u003EAfter watching hundreds of mosquitoes buzzing around one of their colleagues and collecting 20 million data points, Georgia Tech and Massachusetts Institute of Technology researchers have created a mathematical model that predicts how and where female mosquitoes will fly to feast on humans.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe new study is the first to visualize mosquito flight patterns and provides hard data for improving capture and control strategies. In addition to being a nuisance, mosquitoes transmit diseases such as malaria, yellow fever, and Zika, which cause more than 700,000 deaths every year.\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s like a crowded bar,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/faculty\/hu\u0022\u003EDavid Hu\u003C\/a\u003E, a professor in Georgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E and the\u0026nbsp;\u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E, with an adjunct appointment in the \u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E. \u201cCustomers aren\u2019t there because they followed each other into the bar. They\u2019re attracted by the same cues: drinks, music, and the atmosphere. The same is true of mosquitoes. Rather than following the leader, the insect follows the signals and happens to arrive at the same spot as the others. They\u2019re good copies of each other.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003ERead more and watch:\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/coe.gatech.edu\/news\/2026\/03\/why-mosquitoes-swarm-your-head-theyre-following-signals-not-each-other\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EGeorgia Tech College of Engineering newsroom\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u003Cstrong\u003E and \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/hundreds-of-hungry-mosquitoes-a-student-volunteer-and-a-mesh-suit-helped-us-figure-out-how-these-deadly-insects-reach-their-targets-278486\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EThe Conversation\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Researchers have visualized mosquito flight behavior for the first time \u2014\u00a0which could improve mosquito-control strategies. "}],"field_summary":[{"value":"\u003Cp\u003EResearchers have visualized mosquito flight behavior for the first time \u2014\u0026nbsp;which could improve mosquito-control strategies.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers have visualized mosquito flight behavior for the first time \u2014\u00a0which could improve mosquito-control strategies. "}],"uid":"34528","created_gmt":"2026-03-18 20:43:56","changed_gmt":"2026-04-01 19:58:53","author":"jhunt7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-18T00:00:00-04:00","iso_date":"2026-03-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679682":{"id":"679682","type":"image","title":"A female mosquito lands on a human.","body":null,"created":"1773866953","gmt_created":"2026-03-18 20:49:13","changed":"1773866953","gmt_changed":"2026-03-18 20:49:13","alt":"A female mosquito lands on a human.","file":{"fid":"263872","name":"mosquito2.jpg","image_path":"\/sites\/default\/files\/2026\/03\/18\/mosquito2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/18\/mosquito2.jpg","mime":"image\/jpeg","size":1110207,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/18\/mosquito2.jpg?itok=hj3xhNm7"}}},"media_ids":["679682"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"135","name":"Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"187423","name":"go-bio"}],"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\u003EJason Maderer (maderer@gatech.edu)\u003C\/p\u003E","format":"limited_html"}],"email":["maderer@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689321":{"#nid":"689321","#data":{"type":"news","title":"The Future of AI\u2011Powered Manufacturing","body":[{"value":"\u003Cp\u003EManufacturing is undergoing a significant transformation as artificial intelligence reshapes how industrial systems operate, adapt, and scale. The \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/\u0022\u003EH. Milton Stewart School of Industrial and Systems Engineering\u003C\/a\u003E (ISyE) has launched its \u003Cstrong\u003EManufacturing and AI Initiative\u003C\/strong\u003E, which brings together faculty expertise in statistics, optimization, data science, and systems engineering to address emerging challenges and opportunities in modern manufacturing.\u003C\/p\u003E\u003Cp\u003EISyE researchers are applying AI to complex manufacturing environments, including multistage production systems, asset management, quality improvement, and human\u2011centered manufacturing. Faculty leaders emphasize the importance of contextualizing large volumes of manufacturing data so AI can support reliable decision\u2011making, efficient operations, and sustainable outcomes. At the same time, the initiative acknowledges challenges such as data integration, system complexity, and the need to balance automation with human involvement. Together, these efforts position ISyE at the forefront of shaping AI\u2011powered manufacturing systems that are innovative, resilient, and socially responsible.\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003E\u003Cstrong\u003ERead the full article in \u003C\/strong\u003E\u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/magazine\/2026\/spring\/future-ai-powered-manufacturing\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EISyE Magazine\u0026nbsp;\u003C\/strong\u003E\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EISyE is launching its Manufacturing and AI Initiative to unite pioneering researchers with interdisciplinary partners in the development of research and education programs that address issues of industrial, societal, and global concern.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"ISyE is advancing the next generation of manufacturing through AI\u2011driven research that integrates data analytics, optimization, and human\u2011centered systems to create smarter, more resilient industrial ecosystems. "}],"uid":"36736","created_gmt":"2026-04-01 14:59:16","changed_gmt":"2026-04-01 15:10:11","author":"ebrown386","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-01T00:00:00-04:00","iso_date":"2026-04-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679812":{"id":"679812","type":"image","title":"The Future of AI-Powered Manufacturing.jpg","body":null,"created":"1775055564","gmt_created":"2026-04-01 14:59:24","changed":"1775055564","gmt_changed":"2026-04-01 14:59:24","alt":"The Future of AI-Powered Manufacturing","file":{"fid":"264016","name":"IMG_0592.jpg","image_path":"\/sites\/default\/files\/2026\/04\/01\/IMG_0592.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/01\/IMG_0592.jpg","mime":"image\/jpeg","size":2937547,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/01\/IMG_0592.jpg?itok=azK3lZM3"}}},"media_ids":["679812"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"1242","name":"School of Industrial and Systems Engineering (ISYE)"}],"categories":[{"id":"145","name":"Engineering"},{"id":"194685","name":"Manufacturing"},{"id":"135","name":"Research"}],"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":"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\u003EAnnette Filliat, ISyE Communications Writer\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689280":{"#nid":"689280","#data":{"type":"news","title":"The Potential of Data Center Energy","body":[{"value":"\u003Cp\u003EA recent review by EPIcenter faculty affiliate \u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/constance-crozier\u0022\u003E\u003Cstrong\u003EConstance Crozier\u003C\/strong\u003E\u003C\/a\u003E (School of Industrial and Systems Engineering, Georgia Institute of Technology) and \u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/matthew-liska\u0022\u003E\u003Cstrong\u003EMatthew Liska\u003C\/strong\u003E\u003C\/a\u003E (School of Physics, Georgia Institute of Technology) explores the growing role of data centers in providing flexibility, the ability to shift or reduce electricity use in response to grid conditions, to the electric grid as renewable energy penetration and AI-driven computing demand surge. The authors highlight that data centers, particularly those supporting high-performance computing and AI workloads, are projected to consume nearly 10% of U.S. electricity by the end of the decade, presenting both challenges and opportunities for grid stability.\u003C\/p\u003E\u003Cp\u003EThe paper examines various strategies for enhancing the flexibility of data center energy use. One approach is to use backup power systems, such as uninterruptible power supplies, to support the grid during emergencies. Another method involves rerouting computing jobs to different data centers in other locations to balance energy demand. The authors also discuss implementing smart scheduling techniques that shift workloads to off-peak hours, reducing strain on the grid. Additionally, they highlight adjusting processor speeds by lowering CPU (central processing unit) and GPU (graphics processing unit) clock rates to limit power consumption when needed. Finally, the paper suggests pre-cooling data center equipment to limit the energy required for cooling during peak demand periods. Notably, experimental evidence shows that underclocking GPUs can cut power consumption by 40% with only a 22% performance loss, suggesting technical feasibility for demand-response interventions.\u003C\/p\u003E\u003Cp\u003EDespite these technical options, the authors find that real-world cost considerations and reliability concerns limit widespread adoption. Data center operators generally do not change their behavior in response to electricity prices, as job revenue far outweighs energy costs under normal conditions. For example, a GPU rented at $2 per hour consumes only $0.04 worth of electricity at average prices, making curtailment unattractive except during extreme price spikes. Surveys indicate that operators are reluctant to compromise reliability or deploy backup systems for ancillary services. Consequently, price-based incentives alone are unlikely to drive meaningful flexibility.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/2026\/03\/24\/the-potential-of-data-center-energy\/\u0022\u003ERead more on the EPIcenter Webpage\u003C\/a\u003E\u003Cbr\u003E\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/2026\/03\/24\/the-potential-of-data-center-energy\/\u0022\u003EListen to a podcast on the research here\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EA recent review by EPIcenter faculty affiliate \u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/constance-crozier\u0022\u003E\u003Cstrong\u003EConstance Crozier\u003C\/strong\u003E\u003C\/a\u003E (School of Industrial and Systems Engineering, Georgia Institute of Technology) and \u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/matthew-liska\u0022\u003E\u003Cstrong\u003EMatthew Liska\u003C\/strong\u003E\u003C\/a\u003E (School of Physics, Georgia Institute of Technology) explores the growing role of data centers in providing flexibility, the ability to shift or reduce electricity use in response to grid conditions, to the electric grid as renewable energy penetration and AI-driven computing demand surge. The authors highlight that data centers, particularly those supporting high-performance computing and AI workloads, are projected to consume nearly 10% of U.S. electricity by the end of the decade, presenting both challenges and opportunities for grid stability.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"A recent review by EPIcenter faculty affiliate highlights that data centers, particularly those supporting high-performance computing and AI workloads, are projected to consume nearly 10% of U.S. electricity by the end of the decade."}],"uid":"36413","created_gmt":"2026-03-31 19:00:21","changed_gmt":"2026-03-31 19:08:59","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-24T00:00:00-04:00","iso_date":"2026-03-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679804":{"id":"679804","type":"image","title":"PotentialofDatacenterEnergy-AdobeStock_248626760.jpeg","body":null,"created":"1774983673","gmt_created":"2026-03-31 19:01:13","changed":"1774983673","gmt_changed":"2026-03-31 19:01:13","alt":"Adobe Stock image showing solar panels, wind mills and energy storage units in a desert-like landscape with the sun setting in the background","file":{"fid":"264008","name":"PotentialofDatacenterEnergy-AdobeStock_248626760.jpeg","image_path":"\/sites\/default\/files\/2026\/03\/31\/PotentialofDatacenterEnergy-AdobeStock_248626760.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/31\/PotentialofDatacenterEnergy-AdobeStock_248626760.jpeg","mime":"image\/jpeg","size":1531847,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/31\/PotentialofDatacenterEnergy-AdobeStock_248626760.jpeg?itok=VE5-39Gn"}}},"media_ids":["679804"],"related_links":[{"url":"https:\/\/epicenter.energy.gatech.edu\/2026\/03\/24\/the-potential-of-data-center-energy\/","title":"Full Story on the EPIcenter Webpage"}],"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"},{"id":"194611","name":"State Impact"}],"keywords":[{"id":"186858","name":"go-sei"}],"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:ggonzalez68@gatech.edu\u0022\u003EGilbert Gonzalez\u003C\/a\u003E, EPIcenter\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689249":{"#nid":"689249","#data":{"type":"news","title":"EPIcenter Launches Georgia Data Center Ordinance Hub ","body":[{"value":"\u003Cp\u003EThe Energy Policy and Innovation Center (\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEPIcenter\u003C\/a\u003E) at Georgia Tech has launched an interactive tool to help communities navigate the dynamic land-use and policy landscape surrounding data center development: the \u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/data-center\/\u0022\u003EGeorgia Data Center Ordinance Hub\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EAs new data centers continue to be built and proposed in Georgia, counties and municipalities across the state are considering how to guide this growth. EPIcenter\u2019s data center dashboard provides policymakers, planners, researchers, and community stakeholders with a centralized resource to better understand how data center regulations are being developed and applied across Georgia and the U.S.\u003C\/p\u003E\u003Cp\u003E\u201cOur Data Center Hub provides Georgia communities with a one-stop shop to understand how their neighbors are managing land-use regulations for data centers,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/laura-taylor\u0022\u003ELaura Taylor\u003C\/a\u003E, director of EPIcenter. \u201cIt brings together clear, accessible information to help jurisdictions\u0026nbsp;plan when data center growth occurs in their area.\u201d\u003C\/p\u003E\u003Cp\u003EThe dashboard is organized around five thematic areas commonly addressed in data center land-use regulations: \u003Cstrong\u003ESite Planning and Building Design, Infrastructure and Utilities, Environmental and Community Protections, Public Safety and Security, and Lifecycle Governance\u003C\/strong\u003E. Within each theme, users can explore specific regulatory topics and access the relevant ordinances enacted by Georgia communities.\u003C\/p\u003E\u003Cp\u003ETo build the dashboard, EPIcenter researchers conducted a comprehensive review of municipal codes across the state.\u003C\/p\u003E\u003Cp\u003E\u201cWe reviewed municipal codes for about 180 cities and counties across Georgia and identified ordinances that specifically address data center development,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/people-yang-you\/\u0022\u003EYang You\u003C\/a\u003E, EPIcenter\u2019s research associate who developed the project. \u201cIn total, we found 19 data center-specific topics that ordinances tend to cover. We analyzed ordinances across jurisdictions and organized their ordinance provisions into topics such as building placement, setbacks, infrastructure, and environmental considerations to make it easier to compare how different jurisdictions regulate data centers.\u201d\u003C\/p\u003E\u003Cp\u003EYou added that the dashboard also incorporates examples from outside of Georgia. By gathering ordinances from other states and pairing them with Georgia-specific examples, EPIcenter aims to provide a clear framework to help communities efficiently address data center land-use regulation.\u003C\/p\u003E\u003Cp\u003EThe Georgia Data Center Ordinance Hub is available through the\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/initiatives-in-the-southeast\/\u0022\u003EEnergy Policy and Innovation Center website\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Energy Policy and Innovation Center (\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEPIcenter\u003C\/a\u003E) at Georgia Tech has launched an interactive tool to help communities navigate the dynamic land-use and policy landscape surrounding data center development: the \u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/data-center\/\u0022\u003EGeorgia Data Center Ordinance Hub\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EAs new data centers continue to be built and proposed in Georgia, counties and municipalities across the state are considering how to guide this growth. EPIcenter\u2019s data center dashboard provides policymakers, planners, researchers, and community stakeholders with a centralized resource to better understand how data center regulations are being developed and applied across Georgia and the U.S.\u003C\/p\u003E\u003Cp\u003E\u201cOur Data Center Hub provides Georgia communities with a one-stop shop to understand how their neighbors are managing land-use regulations for data centers,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/laura-taylor\u0022\u003ELaura Taylor\u003C\/a\u003E, director of EPIcenter. \u201cIt brings together clear, accessible information to help jurisdictions\u0026nbsp;plan when data center growth occurs in their area.\u201d\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Energy Policy and Innovation Center (EPIcenter) at Georgia Tech has launched an interactive tool to help communities navigate the dynamic land-use and policy landscape surrounding data center development: the Georgia Data Center Ordinance Hub."}],"uid":"36413","created_gmt":"2026-03-31 02:42:32","changed_gmt":"2026-03-31 13:54:10","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-30T00:00:00-04:00","iso_date":"2026-03-30T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679785":{"id":"679785","type":"image","title":"Datacenter-Cooling-TopView.jpeg","body":null,"created":"1774924962","gmt_created":"2026-03-31 02:42:42","changed":"1774924962","gmt_changed":"2026-03-31 02:42:42","alt":"Aerial view of a datacenter with air conditioner compressor fans on the roof of the building","file":{"fid":"263987","name":"Datacenter-Cooling-TopView.jpeg","image_path":"\/sites\/default\/files\/2026\/03\/30\/Datacenter-Cooling-TopView.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/30\/Datacenter-Cooling-TopView.jpeg","mime":"image\/jpeg","size":936768,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/30\/Datacenter-Cooling-TopView.jpeg?itok=xBJaUq7j"}},"679793":{"id":"679793","type":"image","title":"DataCenterDashboard-HeaderImage-Final.jpg","body":null,"created":"1774965063","gmt_created":"2026-03-31 13:51:03","changed":"1774965063","gmt_changed":"2026-03-31 13:51:03","alt":"US Map showing States Represented in the Ordinance Hub and State of Georgia with Data Centers and Local Ordinances highlighted","file":{"fid":"263995","name":"DataCenterDashboard-HeaderImage-Final.jpg","image_path":"\/sites\/default\/files\/2026\/03\/31\/DataCenterDashboard-HeaderImage-Final.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/31\/DataCenterDashboard-HeaderImage-Final.jpg","mime":"image\/jpeg","size":400200,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/31\/DataCenterDashboard-HeaderImage-Final.jpg?itok=q9cFpM_p"}},"679794":{"id":"679794","type":"image","title":"DataCenterDashboard-HeaderImage-Final2.jpg","body":"\u003Cp\u003EThematic Areas covered by EPIcenter\u0027s Datacenter Ordinance Hub\u003C\/p\u003E","created":"1774965063","gmt_created":"2026-03-31 13:51:03","changed":"1774965063","gmt_changed":"2026-03-31 13:51:03","alt":"Thematic Areas covered by EPIcenter\u0027s Datacenter Ordinance Hub","file":{"fid":"263996","name":"DataCenterDashboard-HeaderImage-Final2.jpg","image_path":"\/sites\/default\/files\/2026\/03\/31\/DataCenterDashboard-HeaderImage-Final2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/31\/DataCenterDashboard-HeaderImage-Final2.jpg","mime":"image\/jpeg","size":397163,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/31\/DataCenterDashboard-HeaderImage-Final2.jpg?itok=iCDuFZ6-"}}},"media_ids":["679785","679793","679794"],"related_links":[{"url":"https:\/\/epicenter.energy.gatech.edu\/data-center\/","title":"EPIcenter Georgia Datacenter Ordinance Hub"}],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"42911","name":"Education"},{"id":"144","name":"Energy"},{"id":"151","name":"Policy, Social Sciences, and Liberal Arts"},{"id":"135","name":"Research"},{"id":"194611","name":"State Impact"}],"keywords":[{"id":"186858","name":"go-sei"}],"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 Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"689250":{"#nid":"689250","#data":{"type":"news","title":"Researchers Look to Bolster Technology Support for Menopause","body":[{"value":"\u003Cp\u003EWomen in need of supportive maternal and menstrual healthcare in patriarchal societies have increasingly found outlets for disclosure in online communities.\u003C\/p\u003E\u003Cp\u003EThat support, however, begins to disappear in these restrictive cultures once women reach menopause, according to new research from Georgia Tech\u003C\/p\u003E\u003Cp\u003ENaveena Karusala, an assistant professor in Georgia Tech\u2019s School of Interactive Computing, and master\u2019s student Umme Ammara are working toward improving existing technologies and designing new ones for a demographic they believe has been neglected.\u003C\/p\u003E\u003Cp\u003EKarusala and Ammara co-authored a paper based on a study they conducted with women in urban Pakistan experiencing menopause.\u003C\/p\u003E\u003Cp\u003E\u201cWomen\u2019s health is understudied in general, but menopause is more neglected than other women\u2019s health issues,\u201d Karusala said. \u201cOur choice to focus on menopause is motivated by expanding how we holistically think about women\u2019s well-being across their lifespan.\u201d\u003C\/p\u003E\u003Cp\u003EKarusala and Ammara will present their paper in April at the 2026 ACM Conference on Human Factors in Computing Systems (CHI) in Barcelona.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EMasking Symptoms\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EMenopause is diagnosed after 12 consecutive months without a period, vaginal bleeding, or spotting. The transition to menopause, called perimenopause, usually happens over two to eight years.\u003C\/p\u003E\u003Cp\u003EHormone changes may cause symptoms such as irregular periods, vaginal dryness, hot flashes, night sweats, trouble sleeping, mood swings, and brain fog.\u003C\/p\u003E\u003Cp\u003EThese symptoms can be debilitating in some cases and affect daily life. However, Ammara said women are pressured to remain silent, maintain appearances, and regulate their emotions to meet social expectations.\u003C\/p\u003E\u003Cp\u003E\u201cUnderstanding menopause is important because a woman would be experiencing all these symptoms, and people will not understand those as actual symptoms,\u201d Ammara said. \u201cThere\u2019s been resistance to the idea of the medicalization of menopause. People don\u2019t view it as an illness, but as a life transition and something that happens naturally.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EFeeling Isolated\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EThe women interviewed by Karusala and Ammara either stayed at home full-time or were part of the workforce.\u003C\/p\u003E\u003Cp\u003EThe researchers discovered that trusted family members might be the only sources women who stay at home and do not work turn to for disclosure.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWomen at home have the flexibility to take breaks or work at their own pace, so a lot of their experience is shaped by the emotional barriers they face,\u201d Ammara said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThat could come from their husbands and family members. Some are supportive and some are not. They might weaponize it and use that term against them, or they might dismiss what they\u2019re going through.\u201d\u003C\/p\u003E\u003Cp\u003EAmmara said it might be easier for women in the workforce to confide in their coworkers, but explaining to an employer that they need sick leave for menopause symptoms can be intimidating.\u003C\/p\u003E\u003Cp\u003EEven in online communities that have enabled women to anonymously share their health experiences, menopause is seldom discussed.\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003ERaising Awareness\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EKarusala and Ammara argue in their paper that a public health approach could be the most effective way to spark conversation about menopause in a patriarchal culture in which technology use varies.\u003C\/p\u003E\u003Cp\u003EThey said the challenge in implementing technologies geared toward menopause support is that the condition isn\u2019t well understood in public. Improving maternal health, for example, is easier to promote within these societies because of the general understanding that motherhood is important.\u003C\/p\u003E\u003Cp\u003E\u201cThere must be an existing infrastructure to build on,\u201d Karusala said. \u201cFor example, menstrual and maternal health are taught in schools and regularly discussed in primary care. Cultural and social meaning and importance are placed on motherhood.\u003C\/p\u003E\u003Cp\u003E\u201cA lot of that doesn\u2019t exist for menopause. Primary care doctors are unprepared to talk about menopause compared to other health issues.\u201d\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EDesign Solutions\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EAmmara said that the most effective way for technologies to make an impact on women going through menopause is to directly address systemic power structures around women\u2019s health within Pakistani culture.\u003C\/p\u003E\u003Cp\u003EIt can start with the husbands.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cFraming the issue for husbands to understand menopause should be at the forefront of designing technology solutions,\u201d she said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIn Islamic contexts, we suggest using faith-based framings. This has been proposed for maternal health in prior works that draw on Islamic principles to engage expectant fathers in providing care and support. Framing it around religious responsibility to involve men in the journey can also be done for menopause.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech assistant professor Naveena Karusala and master\u0027s student Umme Ammara are researching how to improve existing technologies and design new ones to better support women experiencing menopause. Their work is based on a study conducted with women in urban Pakistan, where patriarchal social norms pressure women to stay silent about menopause symptoms and limit their ability to seek support, even in online communities that have otherwise helped women discuss other health issues\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers are looking at how technology can better support women experiencing menopause in urban Pakistan, where patriarchal norms leave them largely isolated and without resources for managing their symptoms."}],"uid":"36530","created_gmt":"2026-03-31 12:09:13","changed_gmt":"2026-03-31 13:18:07","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-30T00:00:00-04:00","iso_date":"2026-03-30T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679788":{"id":"679788","type":"image","title":"Ammara-Umme_86A2210.jpg","body":null,"created":"1774958961","gmt_created":"2026-03-31 12:09:21","changed":"1774958961","gmt_changed":"2026-03-31 12:09:21","alt":"Umme Ammar sits in a booth with laptop in front of her","file":{"fid":"263990","name":"Ammara-Umme_86A2210.jpg","image_path":"\/sites\/default\/files\/2026\/03\/31\/Ammara-Umme_86A2210.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/31\/Ammara-Umme_86A2210.jpg","mime":"image\/jpeg","size":95810,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/31\/Ammara-Umme_86A2210.jpg?itok=7jqYXbcn"}}},"media_ids":["679788"],"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":"135","name":"Research"}],"keywords":[{"id":"8900","name":"women\u0027s history month"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"3543","name":"women\u0027s health"},{"id":"171911","name":"women of pakistan"}],"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":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:ndeen6@gatech.edu\u0022\u003ENathan Deen\u003C\/a\u003E\u003Cbr\u003ECollege of Computing\u003Cbr\u003EGeorgia Tech\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"688902":{"#nid":"688902","#data":{"type":"news","title":"3.8\u2011Billion\u2011Year\u2011Old Titanium Clue Sheds New Light on the Moon\u2019s Early Chemistry","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EA chemical signature hidden in a 3.8\u2011billion\u2011year\u2011old lunar rock is offering new insights into the availability of oxygen within the young Moon.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EPublished today in the journal\u0026nbsp;\u003Cem\u003ENature Communications,\u0026nbsp;\u003C\/em\u003Ethe paper \u201c\u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41467-026-69770-w\u0022\u003ETrivalent Titanium in High-Titanium Lunar Ilmenite\u003C\/a\u003E\u201d confirms titanium in a reduced, trivalent state in a black, metal-rich lunar mineral called\u0026nbsp;\u003Cem\u003Eilmenite\u003C\/em\u003E. It\u2019s a state only possible in low-oxygen environments, conditions researchers refer to as \u201creducing.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cModels have suggested that these reducing conditions may have varied at different locations and times across the surface of the Moon,\u201d says lead author\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/advik-vira\u0022\u003E\u003Cstrong\u003EAdvik Vira\u003C\/strong\u003E\u003C\/a\u003E, a graduate student in the\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E who recently earned his doctoral degree. \u201cWe hope our microscopy technique can be a valuable step in mapping and understanding the Moon\u2019s 4.5-billion-year history.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe team anticipates that their technique could be used on many of the lunar samples collected more than 50 years ago by the Apollo missions in addition to the\u0026nbsp;\u003Ca href=\u0022https:\/\/science.nasa.gov\/lunar-science\/programs\/angsa\/\u0022\u003EApollo Next Generation Samples\u003C\/a\u003E \u2014 a group of lunar samples that have been stored under pristine conditions \u2014 and new samples from the planned\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nasa.gov\/mission\/artemis-ii\/\u0022\u003EArtemis missions\u003C\/a\u003E, with Artemis II slated for launch this spring. The technique might also be applicable to samples collected from the far side of the Moon and returned in 2024 by the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.planetary.org\/space-missions\/change-6\u0022\u003EChang\u2019e-6 mission\u003C\/a\u003E.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe Moon holds clues not only to its own past, but also to the earliest eras of Earth\u2019s evolution \u2014 history that has long since been erased from our planet,\u201d Vira says. \u201cThis study is a step toward understanding the history of both and a reminder that there is still so much left to learn from the lunar rocks we\u2019ve brought back to Earth.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe School of Physics research team included corresponding authors Vira and Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/phillip-first\u0022\u003E\u003Cstrong\u003EPhillip First\u003C\/strong\u003E\u003C\/a\u003E; in addition to graduate student\u0026nbsp;\u003Cstrong\u003ERoshan Trivedi\u003C\/strong\u003E; undergraduate students\u0026nbsp;\u003Cstrong\u003EGabriella Dotson, Keyes Eames\u003C\/strong\u003E,\u0026nbsp;\u003Cstrong\u003EDean Kim,\u0026nbsp;\u003C\/strong\u003Eand\u003Cstrong\u003E Emma Livernois\u003C\/strong\u003E; and Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/zhigang-jiang\u0022\u003E\u003Cstrong\u003EZhigang Jiang\u003C\/strong\u003E\u003C\/a\u003E, along with Institute for Matter and Systems Materials Characterization Facility Senior Research Scientist\u0026nbsp;\u003Ca href=\u0022https:\/\/matter-systems.research.gatech.edu\/people\/mengkun-tian\u0022\u003E\u003Cstrong\u003EMengkun Tian\u003C\/strong\u003E\u003C\/a\u003E;\u0026nbsp;\u003Ca href=\u0022https:\/\/chemistry.gatech.edu\/\u0022\u003ESchool of Chemistry and Biochemistry\u003C\/a\u003E Senior Research Scientist\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/chemistry.gatech.edu\/people\/brant-m-jones\u0022\u003E\u003Cstrong\u003EBrant Jones\u003C\/strong\u003E\u003C\/a\u003E and\u0026nbsp;\u003Ca href=\u0022https:\/\/chemistry.gatech.edu\/people\/thomas-orlando\u0022\u003E\u003Cstrong\u003EThom Orlando\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E,\u0026nbsp;\u003C\/strong\u003ERegents\u0027 Professor in the School of Chemistry and Biochemistry with a joint appointment in the School of Physics.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe Georgia Tech team was joined by\u0026nbsp;\u003Ca href=\u0022https:\/\/addisenergy.com\/\u0022\u003EAddis Energy\u003C\/a\u003E Senior Geochemist\u0026nbsp;\u003Cstrong\u003EKatherine Burgess\u003C\/strong\u003E; Macalester College Assistant Professor of Geology\u0026nbsp;\u003Ca href=\u0022https:\/\/www.macalester.edu\/geology\/facultystaff\/emily-first\/\u0022\u003E\u003Cstrong\u003EEmily First\u003C\/strong\u003E\u003C\/a\u003E; along with\u0026nbsp;\u003Ca href=\u0022https:\/\/www.lbl.gov\/\u0022\u003ELawrence Berkeley National Laboratory\u003C\/a\u003E Research Scientist\u0026nbsp;\u003Ca href=\u0022https:\/\/energygeosciences.lbl.gov\/profile\/hlisabeth\/\u0022\u003E\u003Cstrong\u003EHarrison Lisabeth\u003C\/strong\u003E\u003C\/a\u003E, Senior Scientist\u0026nbsp;\u003Ca href=\u0022https:\/\/als.lbl.gov\/people\/nobumichi-tamura\/\u0022\u003E\u003Cstrong\u003ENobumichi Tamura\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E,\u0026nbsp;\u003C\/strong\u003Eand\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003EPostdoctoral Fellow\u0026nbsp;\u003Cstrong\u003ETyler Farr,\u0026nbsp;\u003C\/strong\u003Ewho recently earned a Ph.D. from Georgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E.\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003ECLEVER research\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe investigation began with a dark gray rock called a lunar basalt. Formed when ancient magma erupted on the Moon\u2019s surface, minerals crystallized as it cooled \u2014 preserving key information in their structures. Billions of years later, the rock was brought to Earth by the 1972 Apollo 17 mission, where a small piece is now stored at Georgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022http:\/\/clever.research.gatech.edu\/\u0022\u003ECenter for Lunar Environment and Volatile Exploration Research (CLEVER)\u003C\/a\u003E, a NASA Solar System Exploration Research Virtual Institute (SSERVI) center led by Orlando.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EAs a NASA virtual institute, CLEVER supports researchers exploring lunar conditions and developing tools for the upcoming crewed Artemis missions, and provided the lunar samples for this research. The SSERVI also plays a critical role in training the next generation of planetary researchers: both Vira and Farr earned their Ph.D.s while on the CLEVER team.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cAt CLEVER, we are very interested in understanding the impacts of space weathering,\u201d Vira says. \u201cWe implemented modern\u0026nbsp;sample preparation and advanced microscopy techniques\u0026nbsp;to image samples at the atomic level, and were curious to apply it more broadly to the collection of Apollo rocks in the Orlando Lab. This sample caught our attention.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWhen we imaged an ilmenite crystal from the lunar basalt, what struck us first was how uniform and perfect the crystal structure was,\u201d he recalls. \u201cWe found no defects from space weathering and instead saw an undamaged, pristine crystal \u2014 undisturbed for 3.8 billion years.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ETo investigate further, the team analyzed small chips of the rock with Burgess,\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003Ea member of the RISE2 SSERVI team and then a geologist at the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nrl.navy.mil\/\u0022\u003EU.S. Naval Research Laboratory\u003C\/a\u003E. Using state-of-the-art electron microscopy and spectroscopy techniques, Vira determined the oxidation state of the elements in the ilmenite\u003Cem\u003E\u0026nbsp;\u003C\/em\u003Epresent.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIn spectroscopy measurements, each element leaves a distinct \u2018signature,\u2019 Vira explains. \u201cWhen we brought our results back to Georgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/matter-systems.research.gatech.edu\/mcf\/materials-characterization-facility\u0022\u003EMaterials Characterization Facility\u003C\/a\u003E, Mengkun (Tian) noticed something unusual: the signature showed titanium might be present in the trivalent state.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe presence of trivalent titanium had long been suspected in this lunar mineral. The team was intrigued.\u0026nbsp;\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EA new window into old rocks\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EWith funding from Georgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cstar.gatech.edu\/\u0022\u003ECenter for Space Technology and Research (CSTAR)\u003C\/a\u003E, Vira returned to the U.S. Naval Research Laboratory to analyze additional samples. The results confirmed that more titanium was present than the mineral\u2019s formula (FeTiO\u2083) predicts \u2014 indicating a portion of the titanium present was trivalent.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThat led me to place our measurements in terms of the broader geological context,\u201d Vira shares. Working with First, Vira explored how ilmenite with trivalent titanium could help reconstruct the nature of ancient magmas from the Moon, especially the chemical availability of oxygen.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cBecause its location on the Moon was noted during the Apollo mission, we know exactly where this rock is from, and we can determine how old the rock is,\u201d he explains. \u201cWhen coupled with our trivalent titanium measurements, we can use that information to estimate the reducing conditions for this specific region at the specific time our rock formed.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIf the upcoming Artemis missions return samples suitable for the team\u2019s technique, these rocks could provide a new window into ancient lunar geology. The research also highlights that many lunar samples already on Earth could be reexamined to look for trivalent titanium.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThere is still so much to learn from the lunar samples we have already brought to Earth,\u201d Vira says. \u201cIt\u2019s a testament to the long-term value of each sample return mission. As technology continues to advance, this type of work will continue to give us critical insights into our planet and our place in the universe for years to come.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EDOI\u003C\/strong\u003E: \u003C\/em\u003E\u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41467-026-69770-w\u0022\u003E\u003Cem\u003E10.1038\/s41467-026-69770-w\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003E\u003Cstrong\u003EFunding\u003C\/strong\u003E: This work was directly supported by the NASA SSERVI under CLEVER. Researchers were also supported by the NASA RISE2 SSERVI and the Heising-Simons Foundation. Funding for collaborations between the U.S. Naval Research Laboratory and Georgia Tech for the investigation of lunar minerals was provided by the Georgia Tech Center for Space Technology and Research. Sample preparation was performed at the Georgia Tech Institute for Matter and Systems, which is supported by the National Science Foundation. This work utilized the resources of the Advanced Light Source, a user facility supported by the U.S. Department of Energy, Office of Science, Office of Basic Energy Sciences, and was supported in part by previous breakthroughs obtained through the Laboratory Direct.\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe finding offers new clues about the oxygen conditions that shaped the Moon\u2019s early environment.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The finding offers new clues about the oxygen conditions that shaped the Moon\u2019s early environment."}],"uid":"35599","created_gmt":"2026-03-12 18:40:17","changed_gmt":"2026-03-27 14:09:07","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-27T00:00:00-04:00","iso_date":"2026-03-27T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679604":{"id":"679604","type":"image","title":"Taken aboard Apollo 8 by Bill Anders, this iconic picture shows Earth peeking out from beyond the lunar surface as the first crewed spacecraft circumnavigated the Moon, with astronauts Anders, Frank Borman, and Jim Lovell aboard. (Credit: NASA)","body":"\u003Cp\u003ETaken aboard Apollo 8 by Bill Anders, this iconic picture shows Earth peeking out from beyond the lunar surface as the first crewed spacecraft circumnavigated the Moon, with astronauts Anders, Frank Borman, and Jim Lovell aboard. (Credit: NASA)\u003C\/p\u003E","created":"1773340129","gmt_created":"2026-03-12 18:28:49","changed":"1774620147","gmt_changed":"2026-03-27 14:02:27","alt":"Earth peeking out from beyond the lunar surface.","file":{"fid":"263785","name":"Screenshot-2026-03-12-at-11.32.02-AM_0.png","image_path":"\/sites\/default\/files\/2026\/03\/12\/Screenshot-2026-03-12-at-11.32.02-AM_0.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/12\/Screenshot-2026-03-12-at-11.32.02-AM_0.png","mime":"image\/png","size":884051,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/12\/Screenshot-2026-03-12-at-11.32.02-AM_0.png?itok=MbOCiQtk"}},"679608":{"id":"679608","type":"image","title":"Advik Vira","body":"\u003Cp\u003EAdvik Vira\u003C\/p\u003E","created":"1773340703","gmt_created":"2026-03-12 18:38:23","changed":"1773340750","gmt_changed":"2026-03-12 18:39:10","alt":"Advik Vira. He is wearing a colorful science-print button up.","file":{"fid":"263789","name":"Vira-Headshot.jpg","image_path":"\/sites\/default\/files\/2026\/03\/12\/Vira-Headshot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/12\/Vira-Headshot.jpg","mime":"image\/jpeg","size":341274,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/12\/Vira-Headshot.jpg?itok=ogP_wqEd"}},"679610":{"id":"679610","type":"image","title":"An illustration\u00a0of the Apollo rock 75035\u00a0on the Moon, an atomic image of the sample, and its spectral signature.\u00a0(Credit: August Davis)","body":"\u003Cp\u003EAn illustration\u0026nbsp;of the Apollo rock 75035\u0026nbsp;on the Moon, an atomic image of the sample, and its spectral signature.\u0026nbsp;(Credit: August Davis)\u003C\/p\u003E","created":"1773350645","gmt_created":"2026-03-12 21:24:05","changed":"1774620172","gmt_changed":"2026-03-27 14:02:52","alt":"A figure showing moon rocks, a magnifying glass showing the internal structure, with a green wavy line emitting from the rock.","file":{"fid":"263792","name":"feature-image-suggestion--1-.png","image_path":"\/sites\/default\/files\/2026\/03\/12\/feature-image-suggestion--1-.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/12\/feature-image-suggestion--1-.png","mime":"image\/png","size":752836,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/12\/feature-image-suggestion--1-.png?itok=wx3iLDkB"}},"679606":{"id":"679606","type":"image","title":"An optical image of the chip\u00a0from the lunar\u00a0rock\u00a0the team investigated.","body":"\u003Cp\u003EAn optical image of the chip\u0026nbsp;from the lunar\u0026nbsp;rock\u0026nbsp;the team investigated.\u003C\/p\u003E","created":"1773340509","gmt_created":"2026-03-12 18:35:09","changed":"1774620185","gmt_changed":"2026-03-27 14:03:05","alt":"A chip of the lunar sample.","file":{"fid":"263787","name":"optical-image-75035.png","image_path":"\/sites\/default\/files\/2026\/03\/12\/optical-image-75035.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/12\/optical-image-75035.png","mime":"image\/png","size":284379,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/12\/optical-image-75035.png?itok=7TX3fZrH"}},"679607":{"id":"679607","type":"image","title":"An image of the chip from the sample, imaged using scanning electron microscopy. Titanium is shown in light blue, and white boxes show areas where\u00a0samples\u00a0were\u00a0extracted\u00a0to analyze the\u00a0ilmenite\u00a0crystal.","body":"\u003Cp\u003EAn image of the chip from the sample, imaged using scanning electron microscopy. Titanium is shown in light blue, and white boxes show areas where\u0026nbsp;samples\u0026nbsp;were\u0026nbsp;extracted\u0026nbsp;to analyze the\u0026nbsp;ilmenite\u0026nbsp;crystal.\u003C\/p\u003E","created":"1773340593","gmt_created":"2026-03-12 18:36:33","changed":"1774620199","gmt_changed":"2026-03-27 14:03:19","alt":"The chip, colored in large areas with purple, with blue ribbons of color. There are a total of five white rectangles on the blue areas.","file":{"fid":"263791","name":"SEM-image-75035.png","image_path":"\/sites\/default\/files\/2026\/03\/12\/SEM-image-75035.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/12\/SEM-image-75035.png","mime":"image\/png","size":5511950,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/12\/SEM-image-75035.png?itok=aaHnKhSw"}}},"media_ids":["679604","679608","679610","679606","679607"],"related_links":[{"url":"https:\/\/www.nature.com\/articles\/s41467-026-69770-w","title":"Trivalent titanium in high-titanium lunar ilmenite"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"85951","name":"School of Chemistry and Biochemistry"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"136","name":"Aerospace"},{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"192252","name":"cos-planetary"},{"id":"192259","name":"cos-students"}],"core_research_areas":[{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"39471","name":"Materials"},{"id":"193652","name":"Matter and Systems"},{"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\u003EWritten by:\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003E\u003Cstrong\u003ESelena Langner\u003C\/strong\u003E\u003C\/a\u003E\u003Cbr\u003ECollege of Sciences\u003Cbr\u003EGeorgia Institute of Technology\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"689175":{"#nid":"689175","#data":{"type":"news","title":"Tech Swarms into Athens for Clean, Old-Fashioned Computing","body":[{"value":"\u003Cp\u003EThe in-state rivalry between the Yellow Jackets and the Bulldogs usually heats up when Georgia Tech visits the University of Georgia. However, one Saturday last month, the focus shifted from competition to collaboration.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe Georgia Scientific Computing Symposium (GSCS) held its annual meeting on February 21 in Athens. Since 2009, the event has hosted researchers from across the Peach State to showcase homegrown advances in scientific computing.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/haoningwu.github.io\/GSCS2026.html\u0022\u003EThe symposium\u003C\/a\u003E highlighted Georgia\u2019s reputation as a computing innovation hub. People from around the world come to Georgia universities to lead computing research. By advancing science, engineering, medicine, and technology, their work improves communities at home and abroad.\u003C\/p\u003E\u003Cp\u003EFaculty and students from Georgia Tech, UGA, Georgia State University, and Emory University presented at the symposium. Georgia Tech participants came from the colleges of Computing, Engineering, and Sciences.\u003C\/p\u003E\u003Cp\u003EThis year\u2019s organizers agreed to meet in Atlanta for the 2027 symposium. Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering (CSE)\u003C\/a\u003E will host the 19th GSCS.\u003C\/p\u003E\u003Cp\u003E\u201cFrom healthcare to computer chip design, scientific computing underpins many of the technological advances we see in our lives,\u201d said Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~echow\/\u0022\u003EEdmond Chow\u003C\/a\u003E, associate chair of the School of CSE.\u003C\/p\u003E\u003Cp\u003E\u201cScientific computing provides the mathematical models, simulations, and data\u2011driven tools that make modern innovation possible. It allows people to analyze complex systems, test ideas virtually before building them, and make faster, more accurate decisions across nearly every sector of society.\u201d\u003C\/p\u003E\u003Cp\u003EProfessor\u0026nbsp;\u003Ca href=\u0022https:\/\/hmzhou.math.gatech.edu\/\u0022\u003EHaomin Zhou\u003C\/a\u003E and Assistant Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/itshelenxu.github.io\/\u0022\u003EHelen Xu\u003C\/a\u003E delivered two of the symposium\u2019s five plenary talks.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EZhou presented a new method for solving the Schr\u00f6dinger equation, a landmark equation in quantum mechanics. Drawing inspiration from the mathematics used in generative artificial intelligence models, his approach develops an algorithm that more effectively simulates waves, particle motion, and other physical systems.\u003C\/p\u003E\u003Cp\u003EXu focused on improving how computers move and organize data during complex calculations. Her work uses \u201ccache-friendly\u201d layouts that help computers access data more efficiently, boosting performance for scientific and engineering applications.\u003C\/p\u003E\u003Cp\u003E\u201cSpeaking at GSCS was a great opportunity,\u201d Xu said. \u201cThe symposium fostered connections within the scientific computing community and gave us a chance to share exciting research.\u201d\u003C\/p\u003E\u003Cp\u003EThe symposium showcased student work through a poster blitz and a poster session. During the blitz, 36 students each had one minute to introduce their research to the full audience. They then shared more details about their research during the poster session.\u003C\/p\u003E\u003Cp\u003EThe student projects showed the range of fields supported by scientific computing. The session also provided attendees with an opportunity to connect and expand their professional networks, helping grow the field\u2019s future impact.\u003C\/p\u003E\u003Cp\u003E\u201cAs an aerospace engineer by training and aspiring computational scientist, GSCS gave me the platform to network with other researchers in the field while showcasing my own research,\u201d said M.S. student \u003Cstrong\u003EKashvi Mundra\u003C\/strong\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI was able to connect with scientists across different disciplines whose work intersects with my own in unexpected ways. Those conversations pushed my thinking beyond my own lab\u0027s perspective, helping me see my work on physics-informed machine learning for inverse problems in a broader scientific computing context.\u201d\u003C\/p\u003E\u003Cp\u003EGeorgia Tech students who presented posters included:\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbir Haque\u003C\/strong\u003E (CSE), \u003Cem\u003EMassively Parallel Random Phase Approximation Correlation Energy via Lanczos Quadrature\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAntonio Varagnolo\u003C\/strong\u003E (CSE), \u003Cem\u003EPhysics-Enhanced Deep Surrogates for the Phonon Boltzmann Transport Equation\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBen Burns\u003C\/strong\u003E (CSE), \u003Cem\u003EInfinite-Dimensional Stein Variational Inference with Derivative-Informed Neural Operators\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBen Wilfong\u003C\/strong\u003E (CSE), \u003Cem\u003EShocks without Shock Capturing; Compressible Flow at 1 quadrillion Degrees of Freedom without Loss of Accuracy\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDaniel Vickers\u003C\/strong\u003E (CSE), \u003Cem\u003EHighly-Parallel Fluid-Solid Interactions for Compressible Flows\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EEric Fowler\u003C\/strong\u003E (CSE), \u003Cem\u003EHigh-Performance Tensor Contractions in Computational Chemistry\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EHaoran Yan\u003C\/strong\u003E (Math), \u003Cem\u003EUnderstanding Denoising Autoencoders through the Manifold Hypothesis: A Geometric Perspective\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EKashvi Mundra\u003C\/strong\u003E (CSE), \u003Cem\u003EAutoregressive Multifidelity Neural Surrogate Modeling under Scarce Data Regimes\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESebasti\u00e1n Guti\u00e9rrez Hern\u00e1ndez\u003C\/strong\u003E (Math\/CSE), \u003Cem\u003EPDPO: Parametric Density Path Optimization\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EVivian Zhang\u003C\/strong\u003E (AE), \u003Cem\u003EMultifidelity Operator Inference: Non-Intrusive Reduced Order Modeling from Scarce Data\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EXian Mae Hadia\u003C\/strong\u003E (CSE), \u003Cem\u003EData Efficiency of Surrogate Models: Learning Physics Data from Full Field Data vs. Inductive Bias from Approximate PDE Solvers\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EXiangming Huang\u003C\/strong\u003E (CSE), \u003Cem\u003ENeural Operator Accelerated Evolutionary Strategies for PDE-Constraint Optimization\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EZhaiming Shen\u003C\/strong\u003E (Math), \u003Cem\u003EUnderstanding In-Context Learning on Structured Manifolds: Bridging Attention to Kernel Methods\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EZhongjie Shi\u003C\/strong\u003E (Math), \u003Cem\u003ETowards Understanding Generalization in DP-GD: A Case Study in Training Two-Layer CNNs\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe in-state rivalry between the Yellow Jackets and the Bulldogs usually heats up when Georgia Tech visits the University of Georgia. However, one Saturday last month, the focus shifted from competition to collaboration.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe Georgia Scientific Computing Symposium (GSCS) held its annual meeting on February 21 in Athens. Since 2009, the event has hosted researchers from across the Peach State to showcase homegrown advances in scientific computing.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/haoningwu.github.io\/GSCS2026.html\u0022\u003EThe symposium\u003C\/a\u003E highlighted Georgia\u2019s reputation as a computing innovation hub. People from around the world come to Georgia universities to lead computing research. By advancing science, engineering, medicine, and technology, their work improves communities at home and abroad.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Researchers from universities across Georgia, including Georgia Tech, set aside rivalry to collaborate at the 2026 Georgia Scientific Computing Symposium, highlighting the state\u2019s growing role as a hub for innovation in scientific computing."}],"uid":"36319","created_gmt":"2026-03-25 13:04:13","changed_gmt":"2026-03-25 19:41:06","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-25T00:00:00-04:00","iso_date":"2026-03-25T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679732":{"id":"679732","type":"image","title":"GSCS-2026-Head-Image.jpeg","body":null,"created":"1774443866","gmt_created":"2026-03-25 13:04:26","changed":"1774443866","gmt_changed":"2026-03-25 13:04:26","alt":"2026 Georgia Scientific Computing Symposium","file":{"fid":"263927","name":"GSCS-2026-Head-Image.jpeg","image_path":"\/sites\/default\/files\/2026\/03\/25\/GSCS-2026-Head-Image.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/25\/GSCS-2026-Head-Image.jpeg","mime":"image\/jpeg","size":217081,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/25\/GSCS-2026-Head-Image.jpeg?itok=2Vs3GesS"}},"679733":{"id":"679733","type":"image","title":"Kashvi-Mundra-Poster.jpeg","body":null,"created":"1774443901","gmt_created":"2026-03-25 13:05:01","changed":"1774443901","gmt_changed":"2026-03-25 13:05:01","alt":"2026 Georgia Scientific Computing Symposium","file":{"fid":"263928","name":"Kashvi-Mundra-Poster.jpeg","image_path":"\/sites\/default\/files\/2026\/03\/25\/Kashvi-Mundra-Poster.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/25\/Kashvi-Mundra-Poster.jpeg","mime":"image\/jpeg","size":84134,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/25\/Kashvi-Mundra-Poster.jpeg?itok=i7BjGyOA"}}},"media_ids":["679732","679733"],"related_links":[{"url":"https:\/\/www.cc.gatech.edu\/news\/tech-swarms-athens-clean-old-fashioned-computing","title":"Tech Swarms into Athens for Clean, Old-Fashioned Computing"}],"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":"145","name":"Engineering"},{"id":"135","name":"Research"},{"id":"194611","name":"State Impact"},{"id":"8862","name":"Student 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":"181991","name":"Georgia Tech News Center"},{"id":"10199","name":"Daily Digest"},{"id":"168681","name":"scientific computing"},{"id":"194970","name":"2026 Georgia Scientific Computing Symposium"}],"core_research_areas":[{"id":"39431","name":"Data Engineering and Science"},{"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":""}},"689185":{"#nid":"689185","#data":{"type":"news","title":"Researchers Find Training Gaps Impacting Maritime Cybersecurity Readiness","body":[{"value":"\u003Cp\u003EWhether it\u2019s a fire or a flood, a ship\u2019s crew can only rely on itself and its training in emergencies at sea. The same is true for crews facing digital threats on oil tankers, cargo ships, and other commercial vessels.\u003C\/p\u003E\u003Cp\u003ENew cybersecurity research from the Georgia Institute of Technology, however, revealed that crews aboard commercial vessels were often not adequately prepared to manage cyberattacks effectively due to systemic training gaps.\u003C\/p\u003E\u003Cp\u003EThe findings are based on interviews conducted by researchers with more than 20 officer-level mariners to assess the maritime industry\u2019s readiness to handle cybersecurity attacks at sea.\u003C\/p\u003E\u003Cp\u003E\u0022Historically, cybersecurity research has focused heavily on cyber-physical systems like cars, factories, and industrial plants, but ships have largely been overlooked,\u201d said \u003Ca href=\u0022https:\/\/annaraymaker.dad\/\u0022\u003E\u003Cstrong\u003EAnna Raymaker\u003C\/strong\u003E\u003C\/a\u003E, Ph.D. student and lead researcher.\u003C\/p\u003E\u003Cp\u003E\u201cThat gap is concerning when more than 90% of the world\u2019s goods travel by sea. Recent incidents, from GPS spoofing to ships linked to subsea cable disruptions, show that maritime systems are increasingly part of the global cyber threat landscape.\u201d\u003C\/p\u003E\u003Cp\u003EThe researchers proposed four practical strategies to strengthen maritime cyber defenses and close the training gaps. Their findings were presented recently at the \u003Ca href=\u0022https:\/\/www.sigsac.org\/ccs\/CCS2025\/call-for-papers\/\u0022\u003EACM SIGSAC Conference on Computer and Communications Security (CCS).\u003C\/a\u003E\u003C\/p\u003E\u003Ch6\u003E1. Make Cybersecurity Training Actually Maritime\u003C\/h6\u003E\u003Cp\u003EMany of those interviewed for the study described current cybersecurity training as \u201cboilerplate\u201d \u2014 generic modules that don\u2019t reflect real shipboard risks.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EResearchers recommend:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003ERole-specific instruction: Navigation officers should learn to detect and identify GPS spoofing. Engineers should focus on vulnerabilities in remotely monitored systems.\u003C\/li\u003E\u003Cli\u003EBridging IT and Operational Technology: Crews need to understand how attacks on IT systems can trigger physical consequences in operational technology \u2014 including collisions, groundings, or explosions.\u003C\/li\u003E\u003Cli\u003EHands-on delivery: Replace passive PowerPoints with drills and in-person exercises that build muscle memory.\u003C\/li\u003E\u003Cli\u003EAccessible standards: Training must account for the wide range of educational backgrounds across crews and be standardized across ranks.\u003C\/li\u003E\u003C\/ul\u003E\u003Ch6\u003E2. Move Beyond \u201cCall IT\u201d\u003C\/h6\u003E\u003Cp\u003EAt sea, crews can\u2019t simply escalate a cyber incident to a shore-based IT department and wait. Operational resilience requires onboard readiness.\u003C\/p\u003E\u003Cp\u003EResearchers recommend:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EVessel-specific response plans: Ships need clear, actionable protocols for threats such as AIS jamming or radar manipulation.\u003C\/li\u003E\u003Cli\u003EMilitary-style drills: Adopting MCON (Emission Control) exercises \u2014 used by the U.S. Military Sealift Command \u2014 can train crews to operate safely without electronic systems.\u003C\/li\u003E\u003Cli\u003EStronger connectivity controls: High-bandwidth satellite systems like Starlink introduce new risks. Clear policies and network segregation are essential to prevent new entry points for attackers.\u003C\/li\u003E\u003C\/ul\u003E\u003Cblockquote\u003E\u003Ch6\u003ERelated Article: \u003Ca href=\u0022https:\/\/theconversation.com\/when-gps-lies-at-sea-how-electronic-warfare-is-threatening-ships-and-their-crews-278181\u0022\u003E\u003Cstrong\u003EWhen GPS lies at sea: How electronic warfare is threatening ships and their\u0026nbsp;crews\u003C\/strong\u003E\u003C\/a\u003E\u003Cstrong\u003E by Anna Raymaker\u003C\/strong\u003E\u003C\/h6\u003E\u003C\/blockquote\u003E\u003Ch6\u003E3. Create Unified, Ship-Specific Regulations\u003C\/h6\u003E\u003Cp\u003EMaritime cybersecurity regulations are often reactive and fragmented. Researchers argue the industry needs a cohesive, domain-specific framework.\u003C\/p\u003E\u003Cp\u003EKey recommendations include:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EA unified global model: Like the energy sector\u2019s NERC CIP standards, a maritime framework could mandate baseline controls such as encryption, network segmentation, and anonymous incident reporting.\u003C\/li\u003E\u003Cli\u003ERules built for real crews: Regulations designed for large naval operations don\u2019t translate well to smaller merchant or research vessels. Standards must reflect actual shipboard conditions.\u003C\/li\u003E\u003Cli\u003EFuture-proofing requirements: Autonomous ships and remotely operated vessels expand the cyber-physical attack surface. Regulations must proactively address these emerging technologies.\u003C\/li\u003E\u003C\/ul\u003E\u003Ch6\u003E4. Invest in Maritime-Specific Cyber Research\u003C\/h6\u003E\u003Cp\u003EFinally, the researchers stress that long-term resilience requires deeper technical research focused on maritime systems.\u003C\/p\u003E\u003Cp\u003EPriority areas include:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EReal-time intrusion detection systems tailored to shipboard protocols.\u003C\/li\u003E\u003Cli\u003EProactive security risk assessments of interconnected onboard systems.\u003C\/li\u003E\u003Cli\u003ECyber-physical modeling to better understand cascading failures in complex maritime environments.\u003C\/li\u003E\u003C\/ul\u003E\u003Ch6\u003EThe Bottom Line\u003C\/h6\u003E\u003Cp\u003ECyber threats at sea are no longer hypothetical. Mariners report real-world incidents ranging from GPS spoofing to ransomware that disrupts global trade.\u003C\/p\u003E\u003Cp\u003E\u201cThrough our interviews with mariners, I saw firsthand how much dedication and pride they take in their work,\u201d said Raymaker. \u201cOur goal is for this research to serve as a call to action for researchers, policymakers, and industry to invest more attention in maritime cybersecurity and support the people who risk their lives every day to keep global trade, food, and energy moving.\u0022\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/dl.acm.org\/doi\/10.1145\/3719027.3744816\u0022\u003E\u003Cem\u003EA Sea of Cyber Threats: Maritime Cybersecurity from the Perspective of Mariners\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E\u0026nbsp;\u003C\/em\u003Ewas presented at CCS 2025. It was written by Raymaker and her colleagues, Ph.D. students \u003Cstrong\u003EAkshaya Kumar\u003C\/strong\u003E, \u003Cstrong\u003EMiuyin Yong Wong\u003C\/strong\u003E, and \u003Cstrong\u003ERyan Pickren\u003C\/strong\u003E; Research Scientist \u003Cstrong\u003EAnimesh Chhotaray\u003C\/strong\u003E, Associate Professor \u003Cstrong\u003EFrank Li,\u003C\/strong\u003E Associate Professor \u003Cstrong\u003ESaman Zonouz\u003C\/strong\u003E, and Georgia Tech Provost and Executive Vice President for Academic Affairs \u003Cstrong\u003ERaheem Beyah\u003C\/strong\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EResearch from the Georgia Institute of Technology shows that commercial ship crews are often unprepared for cyberattacks due to inadequate, generic training, despite rising threats like GPS spoofing and ransomware. Because ships must handle incidents independently at sea, researchers recommend more practical, maritime-specific training, stronger onboard response plans, unified global cybersecurity regulations, and increased investment in ship-focused cyber research. These steps are critical to protecting maritime operations, which carry over 90% of global trade.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Research from the Georgia Institute of Technology shows that commercial ship crews are often unprepared for cyberattacks due to inadequate, generic training, despite rising threats like GPS spoofing and ransomware."}],"uid":"36253","created_gmt":"2026-03-25 16:47:20","changed_gmt":"2026-03-25 18:01:30","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-25T00:00:00-04:00","iso_date":"2026-03-25T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679738":{"id":"679738","type":"image","title":"Cyber Navy","body":null,"created":"1774461240","gmt_created":"2026-03-25 17:54:00","changed":"1774461240","gmt_changed":"2026-03-25 17:54:00","alt":"A graphic of a boat sailing across the globe with a cyber shield at its front. ","file":{"fid":"263933","name":"AdobeStock_1936842040.jpeg","image_path":"\/sites\/default\/files\/2026\/03\/25\/AdobeStock_1936842040.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/25\/AdobeStock_1936842040.jpeg","mime":"image\/jpeg","size":50518,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/25\/AdobeStock_1936842040.jpeg?itok=CQWC0YmI"}}},"media_ids":["679738"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"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":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"145171","name":"Cybersecurity"},{"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\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II\u0026nbsp;School of Cybersecurity and Privacy\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"688969":{"#nid":"688969","#data":{"type":"news","title":"Turning Carbon Into Chemistry","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EThe building blocks of proteins, amino acids are essential for all living things. Twenty different amino acids build the thousands of proteins that carry out biological tasks. While some are made naturally in our bodies, others are absorbed through the food we eat.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EAmino acids also play a critical role commercially where they are manufactured and added to pharmaceuticals, dietary supplements, cosmetics, animal feeds, and industrial chemicals \u2014 an energy-intensive process leading to greenhouse gas emissions, resource consumption, and pollution.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EA landmark new system developed at Georgia Tech could lead to an alternative: a commercially scalable, environmentally sustainable method for amino acid production that is carbon negative, using more carbon than it emits.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe breakthrough builds on\u0026nbsp;\u003Ca href=\u0022https:\/\/cos.gatech.edu\/news\/new-carbon-negative-method-produce-essential-amino-acids\u0022\u003Ea method that the team pioneered\u003C\/a\u003E in 2024 and solves a key issue \u2013 increasing efficiency to an unprecedented 97% and reducing the bioprocess cost by over 40%.\u0026nbsp;It\u2019s\u0026nbsp;the highest reported conversion of CO2 equivalents into amino acids using any synthetic biology system to date.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EPublished in the journal\u0026nbsp;\u003Cem\u003EACS Synthetic Biology,\u0026nbsp;\u003C\/em\u003Ethe study, \u201c\u003Ca href=\u0022https:\/\/pubs.acs.org\/doi\/10.1021\/acssynbio.5c00352\u0022\u003ECell-Free-Based Thermophilic Biocatalyst for the Synthesis of Amino Acids From One-Carbon Feedstocks\u003C\/a\u003E,\u201d was led by\u0026nbsp;\u003Ca href=\u0022https:\/\/catalog.gatech.edu\/programs\/bioengineering-phd\/\u0022\u003EBioengineering\u003C\/a\u003E Ph.D. student\u0026nbsp;\u003Cstrong\u003ERay Westenberg\u0026nbsp;\u003C\/strong\u003Eand\u0026nbsp;\u003Ca href=\u0022https:\/\/peralta-yahya.gatech.edu\/\u0022\u003E\u003Cstrong\u003EProfessor Pamela Peralta-Yahya\u003C\/strong\u003E\u003C\/a\u003E, who holds joint appointments in the\u0026nbsp;\u003Ca href=\u0022https:\/\/chemistry.gatech.edu\/\u0022\u003ESchool of Chemistry and Biochemistry\u003C\/a\u003E and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.chbe.gatech.edu\/\u0022\u003ESchool of Chemical and Biomolecular Engineering\u003C\/a\u003E. The team also included\u0026nbsp;\u003Cstrong\u003EShaafique Chowdhury\u003C\/strong\u003E (Ph.D. ChBE 25) and\u0026nbsp;\u003Cstrong\u003EKimberly Wennerholm\u003C\/strong\u003E (ChBE 23)\u003Cstrong\u003E;\u0026nbsp;\u003C\/strong\u003Ealongside\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/www.washington.edu\/\u0022\u003EUniversity of Washington\u003C\/a\u003E collaborators\u0026nbsp;\u003Ca href=\u0022https:\/\/chainreaction.anl.gov\/ryan-cardiff\/\u0022\u003E\u003Cstrong\u003ERyan Cardiff\u003C\/strong\u003E\u003C\/a\u003E, then a Ph.D. student and now a Chain Reaction Innovations Fellow at Argonne National Laboratory, and Charles W. H. Matthaei Endowed Professor in Chemical Engineering\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cheme.washington.edu\/facultyfinder\/james-carothers\u0022\u003E\u003Cstrong\u003EJames M. Carothers\u003C\/strong\u003E\u003C\/a\u003E; in addition to\u0026nbsp;Pacific Northwest National Laboratory Synthetic Biology Team Leader\u0026nbsp;\u003Ca href=\u0022https:\/\/www.pnnl.gov\/people\/alex-beliaev\u0022\u003E\u003Cstrong\u003EAlexander S. Beliaev\u003C\/strong\u003E\u003C\/a\u003E.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u0022This work shifts the narrative from simply reducing carbon emissions to actually consuming them to create value,\u201d says\u0026nbsp;Peralta-Yahya.\u0026nbsp;\u201cWe are taking low-cost carbon sources and building essential ingredients in a truly carbon-negative process that is efficient, effective, and scalable.\u201d\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EHeat-Loving Organisms\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe work builds on the cell-free technology the team used in their earlier study. \u201cPreviously, we discovered that a system that uses the machinery of cells, without using actual living cells, could be used to create amino acids from carbon dioxide,\u201d Peralta-Yahya explains. \u201cBut to create a commercially viable system, we needed to increase the system\u2019s efficiency and reduce the cost.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe team discovered that bits of leftover cells were consuming starting materials, and \u2014 like a machine with unnecessary gears or parts \u2014 this limited the system\u2019s efficiency. To optimize their \u201cmachine,\u201d the team would need to remove the extra background machinery.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u0022Leftover cell parts were using key resources without helping produce the amino acids we were looking for,\u201d says Peralta-Yahya. \u201cWe knew that heating the system could be one way to purify it because heat can denature these components.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe challenge was in how to protect the essential system components from the high temperatures, she adds. \u201cWe wondered if introducing enzymes produced by a heat-loving bacterium,\u0026nbsp;\u003Cem\u003EMoorella thermoacetica,\u0026nbsp;\u003C\/em\u003Emight protect our system, while still allowing us to denature and remove that inefficient background machinery.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe results were astounding: after introducing the enzymes, heating and \u201ccleaning\u201d the system, and letting it cool to room temperature, synthesis of the amino acids serine and glycine leaped to 97% yield \u2014 nearly three times that of the team\u2019s previous system.\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EScaling for Sustainability\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003ETo make the system viable for large-scale use, the team also needed to reduce costs. \u201cOne of the most costly components in this system is the cofactor tetrahydrofolate (THF),\u201d Peralta-Yahya shares. \u201cReducing the amount of THF needed to start the process was one way to make the system more inexpensive and ultimately more commercially viable.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EBy linking reaction steps so waste from one step fueled the next, the team devised a method to recycle THF within the system that reduces the amount of THF needed by five-fold \u2014 lowering bioprocessing costs by 42%.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis decrease in cost and increase in yield is a critical step forward in creating a method with real potential for use in industry and manufacturing,\u201d Peralta-Yahya says. \u201cThis system could pave the way for moving this carbon-negative technology out of the lab and onto the continuous, industrial scale.\u0022\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EFunding: The Advanced Research Project Agency-Energy (ARPA-E); U.S. Department of Energy; and the U.S. Department of Energy, Office of Science, Biological and Environmental Research Program.\u003C\/em\u003E\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EDOI: \u003C\/em\u003E\u003Ca href=\u0022https:\/\/doi.org\/10.1021\/acssynbio.5c00352\u0022 title=\u0022DOI URL\u0022\u003E\u003Cem\u003Ehttps:\/\/doi.org\/10.1021\/acssynbio.5c00352\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EGeorgia Tech researchers have developed a breakthrough system to manufacture valuable amino acids. It\u2019s the most efficient system of its kind \u2014 and removes more carbon from the atmosphere than it emits.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers have developed a breakthrough system to manufacture valuable amino acids. It\u2019s the most efficient system of its kind \u2014 and removes more carbon from the atmosphere than it emits."}],"uid":"35599","created_gmt":"2026-03-17 16:04:13","changed_gmt":"2026-03-25 14:16:42","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-17T00:00:00-04:00","iso_date":"2026-03-17T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679657":{"id":"679657","type":"image","title":"Amino Acids","body":"\u003Cp\u003EAn illustration of a chain of amino acids forming a protein (Credit: Adobe Stock)\u003C\/p\u003E","created":"1773763467","gmt_created":"2026-03-17 16:04:27","changed":"1773763467","gmt_changed":"2026-03-17 16:04:27","alt":"Blue and orange spirals against a light blue background.","file":{"fid":"263840","name":"AdobeStock_421110334_Preview.jpeg","image_path":"\/sites\/default\/files\/2026\/03\/17\/AdobeStock_421110334_Preview.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/17\/AdobeStock_421110334_Preview.jpeg","mime":"image\/jpeg","size":483310,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/17\/AdobeStock_421110334_Preview.jpeg?itok=nVtDwueb"}}},"media_ids":["679657"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"85951","name":"School of Chemistry and Biochemistry"},{"id":"660370","name":"Space"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"154","name":"Environment"},{"id":"146","name":"Life Sciences and Biology"},{"id":"194685","name":"Manufacturing"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"187423","name":"go-bio"},{"id":"192259","name":"cos-students"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"39491","name":"Renewable Bioproducts"}],"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\u003EWritten by:\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003ESelena Langner\u003C\/a\u003E\u003Cbr\u003ECollege of Sciences\u003Cbr\u003EGeorgia Institute of Technology\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"688916":{"#nid":"688916","#data":{"type":"news","title":" Undergrads Earn National Recognition for Computing Research","body":[{"value":"\u003Cp\u003ETwo Georgia Tech undergraduates are being recognized for their contributions to computing research.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ERyan\u0026nbsp;Punamiya\u003C\/strong\u003E\u0026nbsp;(CS 2025)\u0026nbsp;and \u003Cstrong\u003ESummer Abramson\u003C\/strong\u003E, a third-year\u0026nbsp;computational\u0026nbsp;media student, have been honored by the Computing Research Association (CRA) through its 2025\u20132026 \u003Ca href=\u0022https:\/\/cra.org\/about\/awards\/outstanding-undergraduate-researcher-award\/\u0022\u003E\u003Cstrong\u003EOutstanding Undergraduate Researcher Award (URA) program.\u0026nbsp;\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003EPunamiya\u0026nbsp;was named a runner-up for the prestigious award, while Abramson received an honorable mention among hundreds of applicants from universities across North America.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/cra.org\/about\/awards\/outstanding-undergraduate-researcher-award\/\u0022\u003E\u003Cstrong\u003ECRA Outstanding Undergraduate Researcher Award program\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;recognized eight awardees in 2026, along with eight runners-up, nine finalists, and over 200 honorable mentions from thousands of applications.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EAdvancing\u0026nbsp;Robotics Research\u0026nbsp;\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EPunamiya\u0026nbsp;knew early on that he\u0026nbsp;didn\u2019t\u0026nbsp;want to wait until starting his Ph.D. to do meaningful and impactful robotics research.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPunamiya\u0026nbsp;joined the Robot Learning and Reasoning Lab (RL2) directed by Assistant Professor\u0026nbsp;Danfei\u0026nbsp;Xu. While there, he contributed to the lab\u2019s Meta-sponsored\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/new-algorithm-teaches-robots-through-human-perspective\u0022\u003E\u003Cstrong\u003EEgoMimic\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;project, which trains robots to perform human tasks using recordings captured by Meta\u2019s Project Aria research glasses.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPunamiya\u0026nbsp;is\u0026nbsp;also the first author of a paper accepted to the 2025 Conference on Neural Information Processing Systems (NeurIPS),\u0026nbsp;one of the world\u2019s most prestigious artificial intelligence (AI) and machine learning conferences.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cRyan is the strongest undergraduate I\u0027ve worked with,\u201d Xu said, \u201cincluding students who went on to Stanford, Berkeley, and leadership roles in major tech companies.\u0026nbsp;He\u2019s\u0026nbsp;already\u0026nbsp;operating\u0026nbsp;at the level of a strong\u0026nbsp;third-year Ph.D.\u0026nbsp;student.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPunamiya\u0026nbsp;said it was a challenge to balance his undergraduate coursework with his research in Xu\u2019s lab.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cYou get out how much you put in,\u201d\u0026nbsp;he\u0026nbsp;said.\u0026nbsp;\u201cI built my class schedule to give myself as much time to do research as possible. It also boils down to having the right research mentors.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201c(Xu) never saw me as an\u0026nbsp;undergrad\u0026nbsp;who\u2019s\u0026nbsp;just there to do grunt work. I was\u0026nbsp;fortunate\u0026nbsp;he saw my curiosity and cultivated me as a researcher.\u0026nbsp;That\u2019s\u0026nbsp;really how\u0026nbsp;you get more\u0026nbsp;undergrads\u0026nbsp;motivated to research \u2014 giving them the chance to be independent and explore ideas of their own.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EPunamiya\u0026nbsp;said his work in Xu\u2019s lab has already helped him identify the research areas he wants to focus on as he considers his next steps. He will continue developing generalized training models for robots using human data so they can perform tasks instantly upon deployment.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0022The amount of data needed to train a robot is difficult to obtain even for top industry companies,\u0022 he said. \u0022We have embodied robot data available in billions of humans. With the advent of extended reality devices, we can get a scalable source of diverse interactions within environments.\u0022\u003C\/p\u003E\u003Cp\u003EPunamiya\u0026nbsp;graduated in December and recently started an internship at Nvidia. He mentioned he has been accepted into several Ph.D. programs, including Georgia Tech, and he is choosing where to continue his research.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cIt\u2019s the first time my research has been\u0026nbsp;acknowledged\u0026nbsp;externally by the robotics community,\u201d he said. \u201cIt\u2019s\u0026nbsp;good to\u0026nbsp;know\u0026nbsp;the problem\u0026nbsp;I\u2019m\u0026nbsp;working on is important, and that motivates me. Robotics is an exciting field. We are doing things now that two years ago were difficult to do.\u201d\u0026nbsp;\u003C\/p\u003E\u003Ch4\u003E\u003Cstrong\u003EResearching Inclusion in Computing Education\u0026nbsp;\u003C\/strong\u003E\u003C\/h4\u003E\u003Cp\u003EAbramson conducts research in the People-Agents Research for Computing Education (PARCE) Laboratory under the mentorship of\u0026nbsp;Pedro Guillermo Feij\u00f3o-Garc\u00eda, a faculty member\u0026nbsp;in the School of Computing Instruction. He and the Associate Dean for Undergraduate Education, Olufisayo Omojokun, nominated her for the award.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHer work focuses on the intersection of computing education and human-AI interaction, where she\u2019s been exploring ways to create more equitable technology.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThis is such a huge milestone, and I couldn\u0027t be prouder of Summer,\u201d Feij\u00f3o-Garc\u00eda said. \u201cMentoring her for almost two years has been an amazing experience.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAbramson has received the Georgia Tech President\u2019s Undergraduate Research Award (PURA) twice, which supports her research exploring how user-centered design curricula can help address attrition among women in computing.\u003C\/p\u003E\u003Cp\u003E\u201cI\u2019ve had the amazing opportunity to pursue research at the intersection of student identity, community belonging, and how we can build tools that support our diverse student population,\u201d Abramson said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cDr. Pedro and I have a goal to build community through a human-first approach, and I could not be more grateful for his support and guidance in my own journey. The CRA highlights the best of what the computing discipline has to offer, and I am incredibly honored for our work to be recognized.\u201d\u003C\/p\u003E\u003Cp\u003EAbramson will spend the summer researching how user-centered design curricula can help promote confidence, belonging, and retention for women in computing.\u003C\/p\u003E\u003Cp\u003ENominees for the PURA program were recognized for contributing to multiple research projects, authoring or coauthoring papers, presenting at conferences, developing widely used software artifacts, and supporting their communities as teaching assistants, tutors, and mentors.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003ESchool of Computing Instruction Communications Officer Emily Smith contributed to this story.\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EMain Photo: Ryan Punamiya works with a robot during the 2025 International Conference on Robotics and Automation in Atlanta. Photo by Terence Rushin\/College of Computing.\u003C\/em\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003ERyan\u0026nbsp;Punamiya\u003C\/strong\u003E\u0026nbsp;(CS 2025)\u0026nbsp;and \u003Cstrong\u003ESummer Abramson\u003C\/strong\u003E, a third-year\u0026nbsp;computational\u0026nbsp;media student, have been honored by the Computing Research Association (CRA) through its 2025\u20132026 \u003Ca href=\u0022https:\/\/cra.org\/about\/awards\/outstanding-undergraduate-researcher-award\/\u0022\u003E\u003Cstrong\u003EOutstanding Undergraduate Researcher Award (URA) program.\u0026nbsp;\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cp\u003EPunamiya\u0026nbsp;was named a runner-up for the prestigious award, while Abramson received an honorable mention among hundreds of applicants from universities across North America.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/cra.org\/about\/awards\/outstanding-undergraduate-researcher-award\/\u0022\u003E\u003Cstrong\u003ECRA Outstanding Undergraduate Researcher Award program\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;recognized eight awardees in 2026, along with eight runners-up, nine finalists, and over 200 honorable mentions from thousands of applications.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Ryan Punamiya (CS 2025) and Summer Abramson, a third-year computational media student, have been honored by the Computing Research Association (CRA) through its 2025\u20132026 Outstanding Undergraduate Researcher Award (URA) program. "}],"uid":"36530","created_gmt":"2026-03-13 14:57:26","changed_gmt":"2026-03-20 12:51:21","author":"Nathan Deen","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-13T00:00:00-04:00","iso_date":"2026-03-13T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679613":{"id":"679613","type":"image","title":"ICRA-2025_P9A0421-Enhanced-NR.jpg","body":null,"created":"1773413856","gmt_created":"2026-03-13 14:57:36","changed":"1773413856","gmt_changed":"2026-03-13 14:57:36","alt":"Ryan Punamiya","file":{"fid":"263795","name":"ICRA-2025_P9A0421-Enhanced-NR.jpg","image_path":"\/sites\/default\/files\/2026\/03\/13\/ICRA-2025_P9A0421-Enhanced-NR.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/13\/ICRA-2025_P9A0421-Enhanced-NR.jpg","mime":"image\/jpeg","size":133995,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/13\/ICRA-2025_P9A0421-Enhanced-NR.jpg?itok=r8p0C5IW"}}},"media_ids":["679613"],"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":"135","name":"Research"},{"id":"193158","name":"Student Competition Winners (academic, innovation, and research)"},{"id":"193157","name":"Student Honors and Achievements"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"101271","name":"Computing Research Association"},{"id":"22861","name":"undergraduate research awards"}],"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":""}},"688893":{"#nid":"688893","#data":{"type":"news","title":"Sheepdogs Reveal a Better Way to Guide Robot Swarms","body":[{"value":"\u003Cp\u003ESheepdogs, bred to control large groups of sheep in open fields, have demonstrated their skills in competitions dating back to the 1870s.\u003C\/p\u003E\u003Cp\u003EIn these contests, a handler directs a trained dog with whistle signals to guide a small group of sheep across a field and sometimes split the flock cleanly into two groups. But sheep do not always cooperate.\u003C\/p\u003E\u003Cp\u003EResearchers at the Georgia Institute of Technology studied how handler\u2013dog teams manage these unpredictable flocks in sheepdog trials and found principles that extend beyond livestock herding.\u003C\/p\u003E\u003Cp\u003EIn a \u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/sciadv.adx6791\u0022\u003E\u003Cstrong\u003Estudy\u003C\/strong\u003E\u003C\/a\u003E published in \u003Cem\u003EScience Advances\u0026nbsp;\u003C\/em\u003Eas the cover feature, the researchers applied those insights to computer simulations showing how similar strategies could improve the control of robot swarms, autonomous vehicles, AI agents, and other networked systems where many machines must coordinate their actions despite uncertain conditions.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGroup Movement Dynamics\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u201cBirds, bugs, fish, sheep, and many other organisms move in groups because it benefits individuals, including protection from predators,\u201d said \u003Ca href=\u0022https:\/\/bhamla.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESaad Bhamla\u003C\/strong\u003E\u003C\/a\u003E, an associate professor in Georgia Tech\u2019s School of Chemical and Biomolecular Engineering. \u201cThe puzzle is that the \u2018group\u2019 is not a single organism. It is built from many individuals, each making local, imperfect decisions.\u201d\u003C\/p\u003E\u003Cp\u003EWhen a predator threatens a herd of sheep, individuals near the edge often move toward the center to reduce their own risk, Bhamla explained. \u201cThis is \u2018selfish herd\u2019 behavior,\u201d he said. \u201cShepherds exploit that instinct using trained dogs.\u201d\u003C\/p\u003E\u003Cp\u003EFrom examining hours of contest footage, the researchers found that controlling small groups of sheep can be harder than managing large ones. A larger group, with more sheep protected in the center, may behave more coherently than a small group as the animals constantly shift between two instincts: \u201cfollow the group\u201d and \u201cflee the dog.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cThat switching behavior makes the group unpredictable,\u201d said Tuhin Chakrabortty, a former postdoctoral researcher in the Bhamla Lab who co-led the study.\u003C\/p\u003E\u003Cp\u003ELooking closely at how dogs and their handlers guide small groups, the researchers found that unpredictability in the flock\u2019s behavior does not always make control harder. \u201cUnder the right conditions, that \u2018noisy\u2019 behavior might actually be a benefit,\u201d Bhamla said.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ESuccessful Sheep Herding\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ESheepdog handlers categorize sheep by how strongly they respond to a dog\u2019s threatening pressure. Some very responsive sheep might panic under too much pressure, while others might ignore mild pressure and require stronger positioning by the dog.\u003C\/p\u003E\u003Cp\u003EThe researchers observed that successful control often followed a two-step pattern. First, the dog subtly influenced the sheep\u2019s orientation while the animals were mostly standing still. Once the flock was aligned in the desired direction, the dog increased pressure to trigger movement. The timing of those actions was critical, because alignment within a small group could disappear quickly as individuals switched between instincts.\u003C\/p\u003E\u003Cp\u003E\u201cIn our simulations, increasing pressure makes the flock reach the desired orientation faster, but how long the flock stays aligned is set mainly by noise,\u201d Chakrabortty said. \u201cIn essence, dogs can steer the direction, but they can\u2019t hold that decision indefinitely, so timing matters.\u201d\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003E\u003Cstrong\u003EDeveloping Computer Models\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003ETo understand the broader implications of that behavior, the team developed computer models that captured how sheep respond both to the dog and to one another. The models allowed the researchers to test different strategies for guiding groups whose members make independent decisions under uncertainty.\u003C\/p\u003E\u003Cp\u003EThey then applied those ideas to simulations of robotic swarms. Engineers often design such systems so that each robot blends signals from all nearby robots before deciding how to move. While that approach works well when signals are clear, it can break down when information is noisy or conflicting, Bhamla explained.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003ETo explain why that switching strategy can work under noisy conditions, the researchers used an analogy of a smoke-filled room where only one person can see the exit, and no one knows who that person is. If everyone polls everyone else and averages the guesses, the one correct signal can get diluted by many noisy ones.\u003C\/p\u003E\u003Cp\u003E\u201cThat\u2019s the counterintuitive part. When only one person has the right information, averaging can wash out the signal. But if you follow one person at a time, and keep switching who that is, the right information can spread through the crowd,\u201d Bhamla said.\u003C\/p\u003E\u003Cp\u003EBuilding on that idea, the researchers tested a strategy inspired by the switching behavior they observed in sheep. In the simulations, each robot paid attention to just one source at a time (either a guiding signal or a neighboring robot) and switched that source from one step to the next.\u003C\/p\u003E\u003Cp\u003EUnder noisy conditions, this switching strategy required less effort to keep the group moving along a desired path than either averaging-based strategies or fixed leader-follower strategies.\u003C\/p\u003E\u003Cp\u003EThe researchers call their approach the Indecisive Swarm Algorithm. The name reflects a counterintuitive insight: allowing influence to shift among individuals over time can make groups easier to guide when conditions are uncertain.\u003C\/p\u003E\u003Cp\u003E\u201cOur findings suggest that the same dynamics that make small animal groups unpredictable may also offer new ways to control complex engineered systems,\u201d Bhamla said.\u003C\/p\u003E\u003Cp\u003ECITATION: Tuhin Chakrabortty and Saad Bhamla, \u201c\u003Ca href=\u0022https:\/\/www.science.org\/doi\/10.1126\/sciadv.adx6791\u0022\u003E\u003Cstrong\u003EControlling noisy herds: Temporal network restructuring improves control of indecisive collectives\u003C\/strong\u003E\u003C\/a\u003E,\u201d \u003Cem\u003EScience Advances\u003C\/em\u003E, 2026\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis research was funded in part by Schmidt Sciences as part of a \u003C\/em\u003E\u003Ca href=\u0022https:\/\/news.gatech.edu\/news\/2025\/09\/16\/saad-bhamla-named-2025-schmidt-polymath\u0022\u003E\u003Cem\u003ESchmidt Polymath\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E grant to Saad Bhamla.\u003C\/em\u003E\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers studying sheepdog trials found new principles for guiding unpredictable groups and used them to develop computer models that could improve coordination in robot swarms, autonomous vehicles, and other networked systems.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers studying sheepdog trials found new principles for guiding unpredictable groups and used them to develop computer models that could improve coordination in robot swarms, autonomous vehicles, and other networked 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