{"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":""}},"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 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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":""}},"689444":{"#nid":"689444","#data":{"type":"news","title":"Why the Strait of Hormuz Is More Than an Energy Crisis ","body":[{"value":"\u003Cp\u003ERising oil and gasoline prices have been the center of attention since the closure of the Strait of Hormuz. But that immediate effect tells only part of the story. Because oil and gas underpin production, transportation, and logistics, higher energy costs will gradually move through supply chains \u2014 meaning the most significant economic consequences may not appear for months.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThe effects move slowly and appear in places people do not connect to energy,\u201d said \u003Ca href=\u0022https:\/\/econ.gatech.edu\/people\/person\/tibor-besedes\u0022\u003ETibor Besedes\u003C\/a\u003E, professor in the School of Economics. \u201cOil and natural gas are part of the cost structure for an enormous range of goods.\u201d\u003C\/p\u003E\u003Cp\u003EAbout 20% of global oil and liquefied natural gas flows through the waterway linking the Persian Gulf to world markets. When that flow is constrained, the impact ripples outward across industries most people never associate with an energy crisis.\u003C\/p\u003E\u003Cp\u003E\u201cIn complex supply chains, a disruption in one critical link, even if only briefly, can cascade through the system, well beyond the initial event,\u201d says \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/pinar-keskinocak\u0022\u003EPinar Keskinocak\u003C\/a\u003E, chair and professor in the H. Milton Stewart School of Industrial and Systems Engineering. \u201cAs delays persist and compound, interconnected systems often take a long time to recover, rebalance, and return to normal.\u201d\u003C\/p\u003E\u003Ch5\u003E\u003Cstrong\u003EPrice Pressures That Arrive Quietly\u003C\/strong\u003E\u003C\/h5\u003E\u003Cp\u003EEarly effects are already visible.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EJet fuel availability is tightening, and diesel prices are rising across Asia. China has ordered refineries to stop exporting fuel, creating shortages that are increasing shipping costs for U.S. imports, from consumer electronics to pharmaceuticals.\u003C\/p\u003E\u003Cp\u003EThe strait is also a key corridor for naphtha, a feedstock used to produce plastics, packaging, solvents, textiles, and pharmaceutical components. Roughly 85% of Middle Eastern polyethylene exports move through the strait.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cConsumers won\u0027t see the effect of this quickly,\u201d Besedes says, \u201cbut the longer the strait is closed, the higher the cost will be of all of these products naphtha is used for.\u201d\u003C\/p\u003E\u003Cp\u003EAluminum is equally exposed.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cSmelters require sustained, low-cost energy,\u201d said \u003Ca href=\u0022https:\/\/www.gatech.edu\/expert\/chris-gaffney\u0022\u003EChris Gaffney\u003C\/a\u003E, a professor of the practice in the Stewart School. \u201cThe Middle East accounted for roughly 21% of U.S. unwrought aluminum imports in 2025. When energy prices spike or supply is constrained, capacity is reduced or shut down, and those decisions are difficult and slow to reverse.\u201d\u003C\/p\u003E\u003Cp\u003EFertilizer is one of the clearest examples of delayed inflation. Natural gas is essential for its production, and Persian Gulf states account for one-third of global urea exports and half of global sulfur exports. Urea prices at the New Orleans import hub have already climbed sharply.\u003C\/p\u003E\u003Cp\u003E\u201cWe won\u0027t see the effects quickly, but rather in six to 12 months, depending on the crop and its cycle,\u201d Besedes says. \u201cWithout or with less fertilizer, crop yields will decrease, resulting in higher prices.\u201d\u003C\/p\u003E\u003Ch5\u003E\u003Cstrong\u003EWhy Hormuz Is Different From Other Chokepoints\u003C\/strong\u003E\u003C\/h5\u003E\u003Cp\u003EOn top of all those factors, the strait closure presents a uniquely dangerous vulnerability.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cUnlike a port strike or canal blockage, there is no meaningful way to reroute volume,\u201d says Gaffney. \u201cIf it is disrupted, flow is constrained rather than redirected.\u201d Pipeline alternatives replace only a fraction of the 20 million barrels per day that normally transit the strait.\u003C\/p\u003E\u003Cp\u003E\u201cChoke point vulnerability arises when a large portion of flow depends on a route that is hard to substitute,\u201d said \u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/mathieu-dahan\u0022\u003EMathieu Dahan\u003C\/a\u003E, associate professor in the Stewart School. \u201cHormuz has no scalable alternatives with sufficient capacity.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.isye.gatech.edu\/users\/alan-erera\u0022\u003EAlan Erera\u003C\/a\u003E, senior associate chair in the Stewart School expanded on Dahan\u2019s point, noting that strait disruptions raise costs across manufacturing and distribution.\u003C\/p\u003E\u003Cp\u003E\u201cShips are rerouted onto longer paths, which drives up fuel and labor costs, ties up vessels and containers for longer periods, and ultimately raises inventory costs for shippers because capital is locked up while goods are still in transit,\u201d Erera said.\u003C\/p\u003E\u003Ch5\u003E\u003Cstrong\u003EWhen Geopolitics Meets Global Supply Chains\u003C\/strong\u003E\u003C\/h5\u003E\u003Cp\u003EAdditionally, the strait closure raises the risk of wartime miscalculation.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe haven\u2019t seen a disruption on this scale since the tanker wars of the late 1980s,\u201d said Larry Rubin, associate professor in the Sam Nunn School of International Affairs. Gulf states\u0027 dependence on the strait constrains both regional actors and U.S. strategy, raising risks around crisis decision-making.\u003C\/p\u003E\u003Cp\u003ERubin also points to a dimension most coverage has missed entirely. \u201cOne thing that has been overlooked by many commentators is the fact that the Iranian people have probably been hit the hardest economically,\u201d he says. \u201cThey were already in a challenging situation. The Iranian economy won\u0027t recover quickly after the war.\u201d\u003C\/p\u003E\u003Ch5\u003E\u003Cstrong\u003EResilience Has a Short Memory\u003C\/strong\u003E\u003C\/h5\u003E\u003Cp\u003EMeanwhile, for the United States, \u201cThe Strategic Petroleum Reserve provides a buffer, and domestic energy production has improved resilience,\u201d says Gaffney. \u201cBut the gap remains between enabling capacity and sustaining resilience. Policy can support infrastructure, but it cannot ensure private sector participants invest in resilience when cost pressures rise.\u201d\u003C\/p\u003E\u003Cp\u003EFor policymakers and industry leaders, the disruption reinforces a familiar pattern. \u0022The supply chain remains optimized for efficiency rather than resilience, in part due to the high investment costs required to build flexibility,\u0022 says Dahan.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EGaffney added that resilience does improve after disruption, but that \u201cit erodes over time if not actively maintained.\u201d\u003C\/p\u003E\u003Cp\u003EEven if the strait reopens, higher costs and slow restart timelines mean the system will not snap back. Experts suggest that when headlines have moved on from this disruption, it will still be shaping prices across the economy.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe closure of the Strait of Hormuz is sending shockwaves far beyond rising gas prices, threatening to reshape global supply chains for months or even years to come. With roughly 20% of the world\u0027s oil and liquefied natural gas flowing through this critical chokepoint, disruptions are already rippling across industries from plastics and pharmaceuticals to aluminum, fertilizers, and consumer electronics. Unlike other trade disruptions, the strait offers no scalable rerouting alternatives, forcing longer shipping paths that drive up fuel, labor, and inventory costs worldwide. Experts warn that the most severe economic consequences \u2014 including higher food prices, reduced crop yields, and costlier manufactured goods \u2014 may not surface for six to twelve months, long after headlines have moved on. As global supply chains remain optimized for efficiency over resilience, the Hormuz crisis exposes just how vulnerable interconnected economies are to a single point of failure in international energy trade.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech experts warn that disruptions at the world\u0027s most critical energy choke point will ripple far beyond oil and gas prices. "}],"uid":"35798","created_gmt":"2026-04-03 15:45:08","changed_gmt":"2026-04-03 17:36:56","author":"Ayana Isles","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-04-03T00:00:00-04:00","iso_date":"2026-04-03T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679846":{"id":"679846","type":"image","title":"Strait of Hormuz","body":null,"created":"1775237120","gmt_created":"2026-04-03 17:25:20","changed":"1775237252","gmt_changed":"2026-04-03 17:27:32","alt":"Image of a map of Iran, with a magnifying glass over the Strait of Hormuz","file":{"fid":"264054","name":"Strait-Of-Hormuz.jpeg","image_path":"\/sites\/default\/files\/2026\/04\/03\/Strait-Of-Hormuz.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/04\/03\/Strait-Of-Hormuz.jpeg","mime":"image\/jpeg","size":255785,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/04\/03\/Strait-Of-Hormuz.jpeg?itok=98t95NPB"}}},"media_ids":["679846"],"groups":[{"id":"1214","name":"News Room"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"144","name":"Energy"},{"id":"194610","name":"National Interests\/National Security"}],"keywords":[{"id":"187915","name":"go-researchnews"},{"id":"167074","name":"Supply Chain"},{"id":"194979","name":"strait of hormuz"},{"id":"8319","name":"iran"},{"id":"194980","name":"iran conflict"}],"core_research_areas":[],"news_room_topics":[{"id":"71901","name":"Society and Culture"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cdiv\u003E\u003Ca href=\u0022mailto:aisles3@gatech.edu\u0022\u003E\u003Cstrong\u003EAyana Isles\u003C\/strong\u003E\u003C\/a\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cdiv\u003EGeorgia Institute of Technology\u0026nbsp;\u003C\/div\u003E\u003C\/div\u003E\u003Cdiv\u003EInstitute Communications\u003C\/div\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":""}},"689137":{"#nid":"689137","#data":{"type":"news","title":"Four Challenges to the U.S. Energy Transition","body":[{"value":"\u003Cp\u003EEfficiently transitioning from fossil fuels to renewable energy means looking at so much more than just the technology we use.\u003C\/p\u003E\u003Cp\u003EReliable energy is required to keep safe in cold winters and hot summers, making it a matter of national security. There are also vying economic policies to consider, political and financial incentives to navigate, and questions of social and economic inequality.\u003C\/p\u003E\u003Cp\u003EExperts in Georgia Tech\u2019s Ivan Allen College of Liberal Arts examine \u003Ca href=\u0022https:\/\/iac.gatech.edu\/featured-news\/2026\/03\/us-energy-transition-challenges\u0022\u003Ethe challenges we face with the U.S. energy transition,\u003C\/a\u003E and work to help make it safe, fair, and effective for all.\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EChallenge No. 1: Managing National Security \u2014 with Adam N. Stulberg, professor and chair of the Sam Nunn School of International Affairs.\u003C\/li\u003E\u003Cli\u003EChallenge No. 2: Confronting Inequality \u2014 with Bijesh Mishra, a postdoctoral scholar in the Jimmy and Rosalynn Carter School of Public Policy.\u003C\/li\u003E\u003Cli\u003EChallenge No. 3: Choosing the Right Economic Policies \u2014 with Bobby Harris, an assistant professor in the School of Economics.\u003C\/li\u003E\u003Cli\u003EChallenge No. 4: Navigating Financial and Political Incentives \u2014 with Kate Pride Brown, a sociologist in the School of History and Sociology.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/iac.gatech.edu\/featured-news\/2026\/03\/us-energy-transition-challenges\u0022\u003ERead the article on the Ivan Allen College website.\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EReliable energy is required to keep safe in cold winters and hot summers, making it a matter of national security. There are also vying economic policies to consider, political and financial incentives to navigate, and questions of social and economic inequality. Experts in Georgia Tech\u2019s Ivan Allen College of Liberal Arts examine the challenges we face with the U.S. energy transition, and work to help make it safe, fair, and effective for all.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Reliable energy is a matter of national security. There are also vying economic policies to consider, political and financial incentives to navigate, and questions of social and economic inequality to consider."}],"uid":"35766","created_gmt":"2026-03-23 18:34:56","changed_gmt":"2026-03-23 20:13:07","author":"dminardi3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-23T00:00:00-04:00","iso_date":"2026-03-23T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679717":{"id":"679717","type":"image","title":"MERCURY--1-.jpg","body":null,"created":"1774291064","gmt_created":"2026-03-23 18:37:44","changed":"1774291064","gmt_changed":"2026-03-23 18:37:44","alt":"Power lines running through open land.","file":{"fid":"263909","name":"MERCURY--1-.jpg","image_path":"\/sites\/default\/files\/2026\/03\/23\/MERCURY--1-.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/23\/MERCURY--1-.jpg","mime":"image\/jpeg","size":1363201,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/23\/MERCURY--1-.jpg?itok=3CSxj0Wp"}}},"media_ids":["679717"],"groups":[{"id":"1281","name":"Ivan Allen College of Liberal Arts"},{"id":"1188","name":"Research Horizons"},{"id":"1285","name":"Sam Nunn School of International Affairs"},{"id":"1282","name":"School of Economics"},{"id":"1288","name":"School of History and Sociology"},{"id":"1289","name":"School of Public Policy"}],"categories":[{"id":"144","name":"Energy"},{"id":"154","name":"Environment"}],"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:dminardi3@gatech.edu\u0022\u003EDi Minardi\u003C\/a\u003E \u2014 Ivan Allen College of Liberal Arts\u003C\/p\u003E","format":"limited_html"}],"email":["dminardi3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"688801":{"#nid":"688801","#data":{"type":"news","title":"Georgia Tech Energy Day: Meeting AI\u2019s Growing Energy Demands","body":[{"value":"\u003Cp\u003EGeorgia Tech\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/energyday\u0022\u003EEnergy Day\u003C\/a\u003E returns this year on March 19 with an expanded focus and a new collaborative momentum. Cohosted by the Georgia Tech\u0026nbsp;\u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/\u0022\u003EInstitute for Matter and\u0026nbsp;Systems\u003C\/a\u003E\u003Cstrong\u003E\u0026nbsp;(IMS) and the \u003C\/strong\u003E\u003Ca href=\u0022https:\/\/www.research.gatech.edu\/energy\u0022\u003EStrategic Energy Institute\u003C\/a\u003E,\u003Cstrong\u003E\u0026nbsp;(SEI) \u003C\/strong\u003Ewith plenary session support from the\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEnergy Policy and Innovation Center\u003C\/a\u003E, Energy Day 2026 convenes leaders from academia, industry, government, and students to address the challenges associated with meeting the rapidly growing electricity demand driven by artificial intelligence (AI) and high-performance computing.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ESet in the heart of Tech Square on the Georgia Tech campus, this year\u2019s event explores how energy systems, materials, technologies, supply chains, and policy must evolve in response to AI\u2019s accelerating impact. As digital infrastructure expands and computation intensifies, the need for reliable, resilient, and sustainable power has never been more urgent.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cEnergy Day reflects Georgia Tech\u2019s strength in connecting world-class research in materials and components with the infrastructure and partnerships needed to translate discovery into scalable energy technologies that serve industry, society, and the future economy,\u201d said \u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/people\/eric-vogel\u0022\u003EEric Vogel\u003C\/a\u003E, executive director of the IMS and the Hightower Professor in Materials Science and Engineering.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEnergy Day 2026 also marks an important milestone with the introduction of its first group of corporate sponsors:\u0026nbsp;\u003Ca href=\u0022https:\/\/www.gevernova.com\/\u0022\u003EGE Vernova\u003C\/a\u003E\u003Cstrong\u003E,\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/www.southerncompany.com\/\u0022\u003ESouthern Company\u003C\/a\u003E\u003Cstrong\u003E,\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/www.georgiapower.com\/\u0022\u003EGeorgia Power\u003C\/a\u003E\u003Cstrong\u003E,\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/corporate.exxonmobil.com\/\u0022\u003EExxonMobil\u003C\/a\u003E\u003Cstrong\u003E,\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/southwirespark.com\/\u0022\u003ESouthwire Spark\u003C\/a\u003E\u003Cstrong\u003E, \u003C\/strong\u003E\u003Ca href=\u0022https:\/\/www.linkedin.com\/company\/gems-setra\/\u0022\u003EGems Setra\u003C\/a\u003E\u003Cstrong\u003E, \u003C\/strong\u003Eand\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/www.tek.com\/en\u0022\u003ETektronix\u003C\/a\u003E. Their support reflects a shared commitment to advancing energy solutions.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cTektronix is excited to be part of Energy Day because advancing the future of energy starts with precise measurement and trusted insights,\u201d said Christopher Bohn, president of Tektronix. \u201cFrom power electronics and high voltage systems to grid scale renewables and AI driven control technologies, the breakthroughs discussed here directly align with the innovations we support through our products and solutions. Collaborating with Georgia Tech allows us to engage early with emerging research and the next generation of engineers\u2014critical collaborators in building a cleaner, smarter, and more resilient energy ecosystem.\u201d\u003C\/p\u003E\u003Cp\u003EThe keynote address will be delivered by\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/vanessazchan\/\u0022\u003EVanessa Z. Chan\u003C\/a\u003E, a nationally recognized leader at the intersection of\u0026nbsp;innovation, commercialization, and emerging technologies. Chan will provide insights on accelerating technological discovery, emphasizing how AI is transforming energy and materials design. She will discuss how commercialization strategies must rapidly evolve across multidisciplinary energy domains from grid modernization to advanced batteries and clean manufacturing.\u003C\/p\u003E\u003Cp\u003EBuilding on the themes introduced in the keynote, the program transitions into a fireside chat with Georgia Tech EVPR\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/leadership\u0022\u003ETim Lieuwen\u003C\/a\u003E featuring\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/kulkarniam\/\u0022\u003EAmit Kulkarni\u003C\/a\u003E and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/james-jim-walsh\/\u0022\u003EJim Walsh\u003C\/a\u003E. Kulkarni is vice president of Product Management and Strategy for the Gas Power business within GE Vernova, where he oversees the world\u2019s largest portfolio of power generation equipment. Walsh, vice president of GE Vernova\u2019s Consulting Services, leads teams providing innovative solutions across the full spectrum of power generation, delivery, and utilization.\u003C\/p\u003E\u003Cp\u003ENext comes a policy-focused panel that will explore the surge in power demand driven by AI, how the United States is addressing today\u2019s most urgent energy challenges, and the long-term implications of today\u2019s decisions for a sustainable energy future. Bringing together leading voices in U.S. environmental and energy policy, the panel features\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/joseph-aldy-0794942\/\u0022\u003EJoe Aldy\u003C\/a\u003E of Harvard University and former special assistant to the president for Energy and Environment;\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/al-mcgartland-161689a\/\u0022\u003EAl McGartland\u003C\/a\u003E of New York University\u2019s Institute for Policy Integrity and former Environmental Protection Agency lead economist and director of the National Center for Environmental Economics; and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/kevinrennert\/\u0022\u003EKevin Rennert\u003C\/a\u003E, fellow and director of the Comprehensive Climate Strategies Program at Resources for the Future and former staff member on the U.S. Senate Committee on Energy and Natural Resources.\u003C\/p\u003E\u003Cp\u003EThe second panel focuses on critical materials \u2014 the foundation of advanced energy systems and digital technologies. As AI, data centers, and advanced energy technologies drive demand for critical materials, securing them now requires integration and coordination across the entire value chain. Panelists include \u003Ca href=\u0022https:\/\/www.gov.uk\/government\/people\/rachel-galloway\u0022 id=\u0022menur1su2\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022 title=\u0022https:\/\/www.gov.uk\/government\/people\/rachel-galloway\u0022\u003ERachel Galloway\u003C\/a\u003E,\u0026nbsp;British consul general in Atlanta;\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/vijaymurugesan\/\u0022\u003EVijay Murugesan\u003C\/a\u003E, head of Materials Intelligence and Digital Innovation at Amazon; \u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/colinspellmeyer\/?utm_source=share_via\u0026amp;utm_content=profile\u0026amp;utm_medium=member_ios\u0022 title=\u0022https:\/\/www.linkedin.com\/in\/colinspellmeyer\/?utm_source=share_via\u0026amp;utm_content=profile\u0026amp;utm_medium=member_ios\u0022\u003EColin Spellmeyer\u003C\/a\u003E,\u0026nbsp;executive strategic sourcing leader at GE Vernova; \u0026nbsp;\u003Ca href=\u0022https:\/\/haslam.utk.edu\/people\/profile\/charles-sims\/\u0022\u003ECharles Sims\u003C\/a\u003E, Tennessee Valley Authority Distinguished Professor of Energy and Environmental Policy at the University of Tennessee; and\u0026nbsp;\u003Ca href=\u0022https:\/\/www.linkedin.com\/in\/nnnyeboah\/\u0022 id=\u0022menur1sua\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022 title=\u0022https:\/\/www.linkedin.com\/in\/nnnyeboah\/\u0022\u003ENortey Yeboah\u003C\/a\u003E, principal engineer at Southern Company. Together, they will offer perspectives on the policy and economic frameworks shaping the energy supply chain, from developing raw resources to manufacturing the technologies essential to future energy systems.\u003C\/p\u003E\u003Cp\u003EIn the afternoon, participants can dive deeper into specialized topics through three focused technical tracks.\u0026nbsp;\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003E\u201c\u003Ca href=\u0022https:\/\/research.gatech.edu\/energyday\/track1_meet_demand_for_power\u0022\u003EMeeting the Demand for Power\u003C\/a\u003E\u201d will examine how emerging technologies, advanced nuclear systems, and renewable integration can work together to deliver reliable, resilient electricity.\u003C\/li\u003E\u003Cli\u003E\u201c\u003Ca href=\u0022https:\/\/research.gatech.edu\/energyday\/track2-data-center-infrastructure-and-resources\u0022\u003EData Center Infrastructure and Resources\u003C\/a\u003E\u201d will explore innovations in thermal management technologies, energy-efficient computing, and the broader resource impacts of expanding digital infrastructure.\u003C\/li\u003E\u003Cli\u003E\u201c\u003Ca href=\u0022https:\/\/research.gatech.edu\/energyday\/track3-grid-technologies-and-markets\u0022\u003EGrid Technologies and Markets\u003C\/a\u003E\u201d will highlight strategies for strengthening grid capacity, incorporating demand-side management, and optimizing carbon performance as energy systems evolve.\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u201cMeeting the rapidly rising electricity demand driven by AI requires bold ideas, coordinated action, and research that moves at the speed of innovation,\u201d said \u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/yuanzhi-tang\u0022\u003EYuanzhi Tang\u003C\/a\u003E, executive director of the SEI. \u201cEnergy Day 2026 brings together the people and expertise needed to shape resilient, sustainable energy systems for the future. At Georgia Tech, we see this event as a catalyst for new partnerships, new solutions, and a shared commitment to strengthening the nation\u2019s energy foundation.\u201d\u003C\/p\u003E\u003Cp\u003EEnergy Day 2026 is designed for researchers advancing emerging energy technologies, policymakers navigating shifting regulatory and geopolitical landscapes, industry professionals seeking insight into emerging tools and supply chains, and students preparing to enter one of the most consequential sectors of the decade. It also welcomes anyone interested in AI, sustainability, electrification, and critical materials.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EJoin us to explore the future of energy. To learn more and register, visit:\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/energyday\u0022 target=\u0022_new\u0022\u003EEnergy Day 2026\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/energyday\u0022\u003EEnergy Day\u003C\/a\u003E returns this year on March 19 with an expanded focus and a new collaborative momentum. Cohosted by the Georgia Tech\u0026nbsp;\u003Ca href=\u0022https:\/\/matter-systems.gatech.edu\/\u0022\u003EInstitute for Matter and\u0026nbsp;Systems\u003C\/a\u003E\u003Cstrong\u003E\u0026nbsp;(IMS) and the \u003C\/strong\u003E\u003Ca href=\u0022https:\/\/www.research.gatech.edu\/energy\u0022\u003EStrategic Energy Institute\u003C\/a\u003E,\u003Cstrong\u003E\u0026nbsp;(SEI) with plenary session support from the\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003EEnergy Policy and Innovation Center\u003C\/a\u003E, Energy Day 2026 convenes leaders from academia, industry, government, and students to address the challenges associated with meeting the rapidly growing electricity demand driven by artificial intelligence (AI) and high-performance computing.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Join us on March 19 as we explore one of the most urgent questions facing the nation: How do we power an AI\u2011driven future?"}],"uid":"36413","created_gmt":"2026-03-06 20:46:52","changed_gmt":"2026-03-20 16:57:12","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-06T00:00:00-05:00","iso_date":"2026-03-06T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679541":{"id":"679541","type":"image","title":"EnergyDayEmailHeader.jpg","body":null,"created":"1772830025","gmt_created":"2026-03-06 20:47:05","changed":"1772830025","gmt_changed":"2026-03-06 20:47:05","alt":"Georgia Tech Energy Day 2026 Header Image with three boxes showing an image of a datacenter, an electric bulb with energy sources around it and a multi-colored critical mineral ","file":{"fid":"263714","name":"EnergyDayEmailHeader.jpg","image_path":"\/sites\/default\/files\/2026\/03\/06\/EnergyDayEmailHeader.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/06\/EnergyDayEmailHeader.jpg","mime":"image\/jpeg","size":147447,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/06\/EnergyDayEmailHeader.jpg?itok=i6baP0eA"}}},"media_ids":["679541"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"194607","name":"Batteries"},{"id":"131","name":"Economic Development and Policy"},{"id":"144","name":"Energy"},{"id":"135","name":"Research"},{"id":"133","name":"Special Events and Guest Speakers"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"186858","name":"go-sei"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39471","name":"Materials"},{"id":"193652","name":"Matter and Systems"},{"id":"39481","name":"National Security"},{"id":"39491","name":"Renewable Bioproducts"}],"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 | Communications Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"688223":{"#nid":"688223","#data":{"type":"news","title":"Department of Energy Award to Power Nuclear Research With Machine Learning","body":[{"value":"\u003Cp\u003EThe future of clean energy depends on algorithms as much as it does atoms.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/people\/qi-tang\u0022\u003E\u003Cstrong\u003EQi Tang\u003C\/strong\u003E\u003C\/a\u003E is building machine learning (ML) models to accelerate nuclear fusion research, making it more affordable and more accurate. Backed by a grant from the U.S. Department of Energy (DOE), Tang\u2019s work brings clean, sustainable energy closer to reality.\u003C\/p\u003E\u003Cp\u003ETang has received an\u0026nbsp;\u003Ca href=\u0022https:\/\/science.osti.gov\/early-career\u0022\u003E\u003Cstrong\u003EEarly Career Research Program (ECRP) award\u003C\/strong\u003E\u003C\/a\u003E from the DOE Office of Science. The grant supports Tang with $875,000 disbursed over five years to craft ML and data processing tools that help scientists analyze massive datasets from nuclear experiments and simulations.\u003C\/p\u003E\u003Cp\u003ETang is the first faculty member from Georgia Tech\u2019s College of Computing and School of Computational Science and Engineering (CSE) to receive the ECRP. He is the seventh Georgia Tech researcher to earn the award and the only GT awardee among this year\u2019s 99 recipients.\u003C\/p\u003E\u003Cp\u003EMore than a milestone, the award reflects a shift in how nuclear research is done. Today, progress depends on computing and data science as much as on physics and engineering.\u003C\/p\u003E\u003Cp\u003E\u201cI am honored and excited to receive the ECRP award through DOE\u2019s Advanced Scientific Computing Research program, an organization I care about deeply,\u201d said Tang, an assistant professor in the School of CSE.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI am grateful to my former colleagues at Los Alamos National Laboratory and collaborators at other national laboratories, including Lawrence Livermore, Sandia, and Argonne. I am also thankful for my Ph.D. students at Georgia Tech, whose dedication and creativity make this award possible.\u201d\u003C\/p\u003E\u003Cp\u003E[Related:\u0026nbsp;\u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/new-faculty-applies-high-performance-computing-scientific-machine-learning-interests-studies\u0022\u003E\u003Cstrong\u003ENew Faculty Applies High-Performance Computing, Scientific Machine Learning Interests to Studies in Plasma Physics\u003C\/strong\u003E\u003C\/a\u003E]\u003C\/p\u003E\u003Cp\u003EA problem in nuclear research is that fusion simulations are challenging to understand and use. These simulations generate enormous datasets that are too large to store, move, and analyze efficiently.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/pamspublic.science.energy.gov\/WebPAMSExternal\/Interface\/Common\/ViewPublicAbstract.aspx?rv=a756f612-3409-44b8-89ea-7421bf0840e5\u0026amp;rtc=24\u0026amp;PRoleId=10\u0022\u003E\u003Cstrong\u003EIn his ECRP proposal to DOE\u003C\/strong\u003E\u003C\/a\u003E, Tang introduced new ML methods to improve the analysis and storage of particle data.\u003C\/p\u003E\u003Cp\u003ETang\u2019s approach balances shrinking data so it is easier to store and transfer while preserving the most important scientific features. His multiscale ML models are informed by physics, so the reduced data still reflects how fusion systems really behave.\u003C\/p\u003E\u003Cp\u003EWith Tang\u2019s research, scientists can run larger, more realistic fusion models and analyze results more quickly. This accelerates progress toward practical fusion energy.\u003C\/p\u003E\u003Cp\u003E\u201cIn contrast to generic black-box-type compression tools, we aim at preserving the intrinsic structures of the particle dataset during the data reduction processes,\u201d Tang said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cTaking this approach, we can meet our goal of achieving high-fidelity preservation of critical physics with minimum loss of information.\u201d\u003C\/p\u003E\u003Cp\u003EComputing is essential in modern research because of the amount of data produced and captured from experiments and simulations. In the era of exascale supercomputers, data movement is a greater bottleneck than actual computation.\u003C\/p\u003E\u003Cp\u003EDOE operates three of the world\u2019s four exascale supercomputers. These machines can calculate one quintillion (a billion billion) operations per second.\u003C\/p\u003E\u003Cp\u003EThe exascale era began in 2022 with the launch of Frontier at Oak Ridge National Laboratory. Aurora followed in 2023 at Argonne National Laboratory. El Capitan arrived in 2024 at Lawrence Livermore National Laboratory.\u003C\/p\u003E\u003Cp\u003EWith Tang\u2019s data reduction approaches, all of DOE\u2019s supercomputers spend more time on science and less time waiting for data transfers.\u003C\/p\u003E\u003Cp\u003E\u201cQi\u2019s work in computational plasma physics and nuclear fusion modeling has been groundbreaking,\u201d said \u003Cstrong\u003EHaesun Park\u003C\/strong\u003E, Regents\u2019 Professor and Chair of the School of CSE.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe are proud of Qi and what this award means for him, Georgia Tech, and the Department of Energy toward leveraging computation to solve challenges in science and engineering, such as sustainable energy.\u0022\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Ch6\u003E\u003Cstrong\u003EPrevious Georgia Tech recipients of DOE Early Career Research Program awards include:\u003C\/strong\u003E\u003C\/h6\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.gatech.edu\/news\/2024\/09\/26\/doe-recognizes-georgia-tech-researchers-prestigious-early-career-awards\u0022\u003E\u003Cstrong\u003EItamar Kimchi\u003C\/strong\u003E\u003C\/a\u003E, assistant professor, School of Physics\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.gatech.edu\/news\/2024\/09\/26\/doe-recognizes-georgia-tech-researchers-prestigious-early-career-awards\u0022\u003E\u003Cstrong\u003ESourabh Saha\u003C\/strong\u003E\u003C\/a\u003E, assistant professor, George W. Woodruff School of Mechanical Engineering\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/cos.gatech.edu\/news\/wenjing-liao-awarded-doe-early-career-award-model-simplification-deep-learning\u0022\u003E\u003Cstrong\u003EWenjing Lao\u003C\/strong\u003E\u003C\/a\u003E, associate professor, School of Mathematics\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/chbe.gatech.edu\/news\/2018\/06\/professor-lively-receives-does-early-career-award\u0022\u003E\u003Cstrong\u003ERyan Lively\u003C\/strong\u003E\u003C\/a\u003E, Thomas C. DeLoach Professor, School of Chemical \u0026amp; Biomolecular Engineering\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/www.mse.gatech.edu\/people\/josh-kacher\u0022\u003E\u003Cstrong\u003EJosh Kacher\u003C\/strong\u003E\u003C\/a\u003E, associate professor, School of Materials Science and Engineering\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/khabar.com\/community-newsmakers\/devesh-ranjan-receives-early-career-award-from-u-s-department-of-energy\/\u0022\u003E\u003Cstrong\u003EDevesh Ranjan\u003C\/strong\u003E\u003C\/a\u003E, Eugene C. Gwaltney Jr. School Chair and professor, Woodruff School of Mechanical Engineering\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/people\/qi-tang\u0022\u003EQi Tang\u003C\/a\u003E is building machine learning (ML) models to accelerate nuclear fusion research, making it more affordable and more accurate. Backed by a grant from the U.S. Department of Energy (DOE), Tang\u2019s work brings clean, sustainable energy closer to reality.\u003C\/p\u003E\u003Cp\u003ETang has received an\u0026nbsp;\u003Ca href=\u0022https:\/\/science.osti.gov\/early-career\u0022\u003EEarly Career Research Program (ECRP) award\u003C\/a\u003E from the DOE Office of Science. The grant supports Tang with $875,000 disbursed over five years to craft ML and data processing tools that help scientists analyze massive datasets from nuclear experiments and simulations.\u003C\/p\u003E\u003Cp\u003ETang is the first faculty member from Georgia Tech\u2019s College of Computing and School of Computational Science and Engineering (CSE) to receive the ECRP. He is the seventh Georgia Tech researcher to earn the award and the only GT awardee among this year\u2019s 99 recipients.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech\u0027s Qi Tang has received an Early Career Research Program award from the Department of Energy\u0027s Office of Science. The $875,000 grant supports Tang for five years to craft ML tools that analyze data from nuclear experiments and simulations. "}],"uid":"36319","created_gmt":"2026-02-12 15:11:55","changed_gmt":"2026-03-20 12:52:31","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-02-12T00:00:00-05:00","iso_date":"2026-02-12T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679267":{"id":"679267","type":"image","title":"Qi-TangStory-Cover.jpg","body":null,"created":"1770909124","gmt_created":"2026-02-12 15:12:04","changed":"1770909124","gmt_changed":"2026-02-12 15:12:04","alt":"DOE ECRP Qi Tang","file":{"fid":"263400","name":"Qi-TangStory-Cover.jpg","image_path":"\/sites\/default\/files\/2026\/02\/12\/Qi-TangStory-Cover.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/02\/12\/Qi-TangStory-Cover.jpg","mime":"image\/jpeg","size":125283,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/02\/12\/Qi-TangStory-Cover.jpg?itok=mPLUykJZ"}}},"media_ids":["679267"],"related_links":[{"url":"https:\/\/www.cc.gatech.edu\/news\/department-energy-award-power-nuclear-research-machine-learning","title":"Department of Energy Award to Power Nuclear Research with Machine Learning"}],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"50877","name":"School of Computational Science and Engineering"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"144","name":"Energy"},{"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":"9167","name":"machine learning"},{"id":"2556","name":"artificial intelligence"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"663","name":"Department of Energy"}],"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"}],"news_room_topics":[{"id":"71871","name":"Campus and Community"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\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":""}},"688716":{"#nid":"688716","#data":{"type":"news","title":"New Research Priorities Chart Course Toward Impactful, Energy-Efficient Computing","body":[{"value":"\u003Cp\u003EGeorgia Tech researchers applied their expertise to a national research program that will shape the future of computing. Their work may yield more energy-efficient computers and better predictions for environmental challenges like carbon storage, tsunamis, wildfires, and sustainable energy.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe Department of Energy Office of Science recently released two reports through its Advanced Scientific Computing Research (\u003Ca href=\u0022https:\/\/www.energy.gov\/science\/ascr\/advanced-scientific-computing-research\u0022\u003EASCR\u003C\/a\u003E) program. The\u0026nbsp;\u003Ca href=\u0022https:\/\/science.osti.gov\/ascr\/Community-Resources\/Program-Documents\u0022\u003Ereports\u003C\/a\u003E were produced by workshops that brought together researchers from universities, national labs, government, and industry to set priorities for scientific computing.\u003C\/p\u003E\u003Cp\u003EProfessor\u0026nbsp;\u003Ca href=\u0022https:\/\/slim.gatech.edu\/people\/felix-j-herrmann\u0022\u003EFelix Herrmann\u003C\/a\u003E served on the organizing committee for the Workshop on Inverse Methods for Complex Systems under Uncertainty. Assistant Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/faculty.cc.gatech.edu\/~pchen402\/group.html\u0022\u003EPeng Chen\u003C\/a\u003E joined Herrmann as a workshop participant, contributing expertise in data science and machine learning.\u003C\/p\u003E\u003Cp\u003EInverse methods work backward from outcomes to find their causes. Scientists use these tools to study complex systems, like designing new materials with targeted properties and using past wildfires to map vulnerable areas and behavior of future fires.\u003C\/p\u003E\u003Cp\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/www.osti.gov\/biblio\/2583339\u0022\u003EASCR report\u003C\/a\u003E highlighted Herrmann\u2019s work on seismic exploration and monitoring through digital twins. Founded on inverse methods, digital twins upgrade from static models to virtual systems that accurately mirror their physical counterparts.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDigital twins integrate real-time data sources, including fluid flows, monitoring and control systems, risk assessments, and human decisions. These models also account for uncertainty and address data gaps or limitations.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe DOE organized the workshop to support the growing role of inverse modeling. The group identified four priority research directions (PRDs) to guide future work. The PRDs are:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EPRD 1: Discovering, exploiting, and preserving structure\u003C\/li\u003E\u003Cli\u003EPRD 2: Identifying and overcoming model limitations\u003C\/li\u003E\u003Cli\u003EPRD 3: Integrating disparate multimodal and\/or dynamic data\u003C\/li\u003E\u003Cli\u003EPRD 4: Solving goal-oriented inverse problems for downstream tasks\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u201cA digital twin is a system you can control, like to optimize operations or to minimize risk,\u201d said Herrmann, who holds joint appointments in the Schools of Earth and Atmospheric Sciences, Electrical and Computer Engineering, and Computational Science and Engineering.\u003C\/p\u003E\u003Cp\u003E\u201cDigital twins give you a principled way to consider uncertainties, which there are a lot in subsurface monitoring. If you inject carbon dioxide too fast, you will will increase the pressure and may fracture the rock. If you inject too slow, then the process may become too costly. Digital twins help us make balanced decisions under uncertainty.\u201d\u003C\/p\u003E\u003Cp\u003ESupercomputers, algorithms, and artificial intelligence now power modern science. However, these tools consume enormous amounts of energy. This raises concerns about how to sustain computing and scientific research as we know them in the decades ahead.\u003C\/p\u003E\u003Cp\u003EProfessors\u0026nbsp;\u003Ca href=\u0022https:\/\/vuduc.org\/v2\/\u0022\u003ERich Vuduc\u003C\/a\u003E and\u0026nbsp;\u003Ca href=\u0022https:\/\/hyesoon.github.io\/\u0022\u003EHyesoon Kim\u003C\/a\u003E co-authored\u0026nbsp;\u003Ca href=\u0022https:\/\/www.osti.gov\/biblio\/2476961\u0022\u003Ethe report\u003C\/a\u003E from the Workshop on Energy-Efficient Computing for Science. At the three-day ASCR workshop, participants identified five key research directions:\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EPRD 1: Co-design energy-efficient hardware devices and architectures for important workloads\u003C\/li\u003E\u003Cli\u003EPRD 2: Define the algorithmic foundations of energy-efficient scientific computing\u003C\/li\u003E\u003Cli\u003EPRD 3: Reconceptualize software ecosystems for energy efficiency\u003C\/li\u003E\u003Cli\u003EPRD 4: Enable energy-efficient data management for data centers, instruments, and users\u003C\/li\u003E\u003Cli\u003EPRD 5: Develop integrated, scalable energy measurement and modeling capabilities for next-generation computing systems\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u201cI\u2019m cautiously optimistic about the future of energy-efficient computing. The ASCR report says, from a technological point of view, there are things we can do,\u201d said Vuduc.\u003C\/p\u003E\u003Cp\u003E\u201cThe report lays out paths for how we might design better apps, hardware systems, and algorithms that will use less energy. This is recognition that we should think about how architectures and software work together to drive down energy usage for systems.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech researchers applied their expertise to a national research program that will shape the future of computing. Their work may yield more energy-efficient computers and better predictions for environmental challenges like carbon storage, tsunamis, wildfires, and sustainable energy.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe Department of Energy Office of Science recently released two reports through its Advanced Scientific Computing Research (\u003Ca href=\u0022https:\/\/www.energy.gov\/science\/ascr\/advanced-scientific-computing-research\u0022\u003EASCR\u003C\/a\u003E) program. The\u0026nbsp;\u003Ca href=\u0022https:\/\/science.osti.gov\/ascr\/Community-Resources\/Program-Documents\u0022\u003Ereports\u003C\/a\u003E were produced by workshops that brought together researchers from universities, national labs, government, and industry to set priorities for scientific computing.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech faculty members contributed to two DOE Advanced Scientific Computing Research program workshops. Recently published reports of their work may yield more energy-efficient computers and better predictions for environmental challenges."}],"uid":"36319","created_gmt":"2026-03-04 13:29:44","changed_gmt":"2026-03-04 21:01:18","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-02-27T00:00:00-05:00","iso_date":"2026-02-27T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679513":{"id":"679513","type":"image","title":"ASCR-Report-Authors.png","body":null,"created":"1772630996","gmt_created":"2026-03-04 13:29:56","changed":"1772630996","gmt_changed":"2026-03-04 13:29:56","alt":"DOE Office of Science ASCR 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Uncertainty","file":{"fid":"263686","name":"ASCR-Report-Inverse-methods.jpg","image_path":"\/sites\/default\/files\/2026\/03\/04\/ASCR-Report-Inverse-methods.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/04\/ASCR-Report-Inverse-methods.jpg","mime":"image\/jpeg","size":56325,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/04\/ASCR-Report-Inverse-methods.jpg?itok=rZGhJhnP"}},"679515":{"id":"679515","type":"image","title":"ASCR-Report-Energy-Efficient-Computing.jpg","body":null,"created":"1772631087","gmt_created":"2026-03-04 13:31:27","changed":"1772631087","gmt_changed":"2026-03-04 13:31:27","alt":"ASCR Workshop on Energy-Efficient Computing for Science","file":{"fid":"263687","name":"ASCR-Report-Energy-Efficient-Computing.jpg","image_path":"\/sites\/default\/files\/2026\/03\/04\/ASCR-Report-Energy-Efficient-Computing.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/04\/ASCR-Report-Energy-Efficient-Computing.jpg","mime":"image\/jpeg","size":58857,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/04\/ASCR-Report-Energy-Efficient-Computing.jpg?itok=-0arX_Rb"}}},"media_ids":["679513","679514","679515"],"related_links":[{"url":"https:\/\/www.cc.gatech.edu\/news\/new-research-priorities-chart-course-toward-impactful-energy-efficient-computing","title":"New Research Priorities Chart Course Toward Impactful, Energy-Efficient Computing"}],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"144","name":"Energy"},{"id":"154","name":"Environment"},{"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":"663","name":"Department of Energy"},{"id":"179230","name":"digital twin"},{"id":"15030","name":"high-performance computing"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"687898":{"#nid":"687898","#data":{"type":"news","title":"Yuanzhi Tang Named Executive Director of the Strategic Energy Institute","body":[{"value":"\u003Cp\u003EGeorgia Tech has appointed \u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/yuanzhi-tang\u0022\u003EYuanzhi Tang\u003C\/a\u003E as executive director of the \u003Ca href=\u0022https:\/\/www.research.gatech.edu\/energy\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI), effective Feb. 1.\u003C\/p\u003E\u003Cp\u003ETang will lead the strategic vision, interdisciplinary research efforts, and internal and external partnerships at SEI, strengthening connections across Georgia Tech\u2019s Colleges, Interdisciplinary Research Institutes (IRI), the Georgia Tech Research Institute (GTRI), and external partners to advance energy-related initiatives.\u003C\/p\u003E\u003Cp\u003EFounded in 2004, SEI is one of Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/research.gatech.edu\/interdisciplinary-research-institutes\u0022\u003EIRIs\u003C\/a\u003E and serves as a campuswide hub for energy research, education, and engagement.\u003C\/p\u003E\u003Cp\u003ETang is the Georgia Power Professor in the \u003Ca href=\u0022https:\/\/eas.gatech.edu\/\u0022\u003ESchool of Earth and Atmospheric Sciences\u003C\/a\u003E. Her research and leadership focus on advancing secure, circular, and sustainable energy systems by integrating Earth, environmental, biological, materials, and sustainability sciences and innovations. She previously served as an initiative lead on critical minerals and sustainable resources at SEI as well as the associate director for interdisciplinary research at the \u003Ca href=\u0022https:\/\/sustainablesystems.gatech.edu\/\u0022\u003EBrook Byers Institute for Sustainable Systems\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cProfessor Tang brings a strong record of research impact, leadership of complex initiatives, and a collaborative approach that will help elevate Georgia Tech\u2019s energy research enterprise,\u201d said \u003Ca href=\u0022https:\/\/research.gatech.edu\/julia-kubanek-0\u0022\u003EJulia Kubanek\u003C\/a\u003E, vice president for Interdisciplinary Research at Georgia Tech. \u201cShe brings deep expertise in fundamental Earth and environmental science, including water, soil, and energy research, while also leading state and regional partnerships in emerging, applied areas such as critical minerals. Most importantly, she is community-minded with excellent listening and consensus-building skills.\u201d\u003C\/p\u003E\u003Cp\u003EAs executive director, Tang will develop and communicate a unifying vision to advance interdisciplinary energy research and strategic thought leadership at Georgia Tech, integrating expertise across engineering, sciences, computing, business, design, economics, policy, and the humanities.\u003C\/p\u003E\u003Cp\u003ETang is also the founding director of the \u003Ca href=\u0022https:\/\/minerals.research.gatech.edu\/\u0022\u003ECenter for Critical Mineral Solutions\u003C\/a\u003E and leads a \u003Ca href=\u0022https:\/\/gems.research.gatech.edu\/\u0022\u003Emultidisciplinary coalition\u003C\/a\u003E spanning three University System of Georgia institutions. The coalition connects research, industry, and policy to build Georgia\u2019s critical minerals innovation ecosystem, while driving resource advancement, workforce development, and economic impact.\u003C\/p\u003E\u003Cp\u003E\u201cI\u0027m honored to serve as the executive director of SEI. Georgia Tech\u2019s energy research and the people behind it have always inspired me. I\u2019m eager to listen, learn, and work alongside our community,\u201d said Tang. \u201cSEI connects research excellence with real-world impact, and I look forward to partnering across campus, industry, government, and communities to translate breakthrough ideas into solutions that strengthen energy security, reliability, and affordability.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbout the Strategic Energy Institute\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EThe Strategic Energy Institute (SEI) serves as a system integrator for more than 1,000 Georgia Tech researchers working across the entire energy value chain. SEI brings together expertise to address complex energy challenges, from commercializing scalable technologies to informing long-term energy strategy and policy. Through research, education, community building, resource development, and thought leadership, SEI mobilizes Georgia Tech\u2019s collective strengths to advance reliable, affordable, and lower-carbon energy solutions for a growing global demand.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech has appointed Yuanzhi Tang as executive director of the \u003Ca href=\u0022https:\/\/www.research.gatech.edu\/energy\u0022\u003EStrategic Energy Institute\u003C\/a\u003E (SEI), effective Feb. 1.\u003C\/p\u003E\u003Cp\u003ETang will lead the strategic vision, interdisciplinary research efforts, and internal and external partnerships at SEI, strengthening connections across Georgia Tech\u2019s Colleges, Interdisciplinary Research Institutes (IRI), the Georgia Tech Research Institute (GTRI), and external partners to advance energy-related initiatives.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech has appointed Yuanzhi Tang as executive director of the Strategic Energy Institute (SEI), effective Feb. 1."}],"uid":"36413","created_gmt":"2026-02-02 16:53:07","changed_gmt":"2026-03-04 00:13:05","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-02-02T00:00:00-05:00","iso_date":"2026-02-02T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679151":{"id":"679151","type":"image","title":"Yuanzhi Tang","body":"\u003Cp\u003EYuanzhi Tang\u003C\/p\u003E","created":"1770048693","gmt_created":"2026-02-02 16:11:33","changed":"1770048784","gmt_changed":"2026-02-02 16:13:04","alt":"Yuanzhi Tang","file":{"fid":"263274","name":"Yuanzhi-Tang-pic2.jpg","image_path":"\/sites\/default\/files\/2026\/02\/02\/Yuanzhi-Tang-pic2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/02\/02\/Yuanzhi-Tang-pic2.jpg","mime":"image\/jpeg","size":1451744,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/02\/02\/Yuanzhi-Tang-pic2.jpg?itok=r5N6d_LB"}}},"media_ids":["679151"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"}],"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\u003E\u003Ca href=\u0022mailto:priya.devarajan@research.gatech.edu\u0022\u003EPriya Devarajan\u003C\/a\u003E || Communications Program Manager\u003Cbr\u003EStrategic Energy Institute\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"688502":{"#nid":"688502","#data":{"type":"news","title":"Understanding the Data Center Building Boom ","body":[{"value":"\u003Cp\u003E\u003Cem\u003EWritten by: Anne Wainscott-Sargent\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003EAs artificial intelligence (AI) drives explosive growth in data centers, communities across the U.S. are facing rising electricity costs, new industrial development, and mounting strain on an aging power grid.\u003C\/p\u003E\u003Cp\u003EAt Georgia Tech, several faculty members are approaching these sustainability challenges from different but complementary angles: examining how data center policy affects local communities, modeling how AI-driven demand reshapes regional energy systems, and building tools that help the public understand the tradeoffs embedded in grid planning. Together, their work highlights how better data, thoughtful policy, and public engagement can guide more resilient and equitable decisions in an AI-powered future.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAI\u2019s Hidden Footprint: How Data Centers Reshape Communities\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EAhmed Saeed studies the infrastructure most people never see. An assistant professor in the School of Computer Science and a Brook Byers Institute for Sustainable Systems (BBISS) Faculty Fellow, Saeed focuses on how data centers \u2014 the backbone of modern AI \u2014 are built, operated, and regulated, and what their growth means for host communities.\u003C\/p\u003E\u003Cp\u003E\u201cData centers are the infrastructure for our digital life, so more of them are necessary to keep doing what we\u2019re doing,\u201d he said.\u003C\/p\u003E\u003Cp\u003EData center energy consumption could double or triple by 2028, accounting for up to 12% of U.S. electricity use, according to a \u003Ca href=\u0022https:\/\/escholarship.org\/uc\/item\/32d6m0d1\u0022\u003Ereport by Lawrence Berkeley National Laboratory\u003C\/a\u003E. U.S. spending on data center construction jumped nearly 70% between May 2023 and May 2024, according to the \u003Ca href=\u0022https:\/\/americanedgeproject.org\/wp-content\/uploads\/2025\/12\/Americas-AI-Surge-Powering-Growth-in-Every-State.pdf\u0022\u003EAmerican Edge Project\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EGeorgia is an AI data center hub, ranked fourth globally, with $4.6 billion in AI-related venture capital invested across 368 deals, the American Edge Project reported. At a recent \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/sustainability-fellowship-supports-professors-data-center-research\u0022\u003Etown hall in DeKalb County, Georgia\u003C\/a\u003E, Saeed helped residents connect AI\u2019s promise to its local consequences. Training large AI models can require tens of thousands of graphics processing units (GPUs) running for days or weeks, driving an unprecedented wave of data center construction. AI-focused chips, he noted, can consume 10 to 14 times more power than traditional processors.\u003C\/p\u003E\u003Cp\u003EThat demand often shows up as pressure on local infrastructure. Communities are increasingly concerned about electricity and water use, grid upgrades, and who ultimately pays. In Virginia, Saeed pointed to a legal dispute in which consumer advocates warned that data centers could raise electricity bills by 5% in the short term and up to 50% over time, while utilities argued those investments were inevitable and could benefit customers in the long run.\u003C\/p\u003E\u003Cp\u003EEnvironmental concerns add another layer. Saeed cited controversies over water use and backup diesel generators in states, including Georgia and Tennessee, alongside a recent Environmental Protection Agency (EPA) ruling that tightened generator regulations. While diesel generators are clearly harmful, he cautioned that long-term, rigorous evidence linking data centers to regional health impacts remains limited.\u003C\/p\u003E\u003Cp\u003ESaeed\u2019s research aims to reduce those impacts directly. By optimizing how workloads are scheduled across large server fleets, his team has demonstrated power savings of 4 \u2013 12%, a meaningful gain if U.S. data centers approach projected levels of up to 12% of national electricity use by 2028.\u003C\/p\u003E\u003Cp\u003EFor Saeed, data centers are akin to highways: essential to modern life, disruptive to nearby communities, and shaped by policy choices. The question, he argues, is not whether AI infrastructure should exist, but how transparently and fairly it is built.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EEconomist Probes the Energy Costs of the AI Boom\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EWhile headlines often frame AI as an energy crisis, Georgia Tech environmental and energy economist and BBISS Faculty Fellow Tony Harding is focused on measuring its real \u2014 and uneven \u2014 impacts. Harding, an assistant professor in the Jimmy and Rosalynn Carter School of Public Policy, uses economic modeling to examine how AI adoption affects energy use, emissions, and local communities.\u003C\/p\u003E\u003Cp\u003EIn \u003Ca href=\u0022https:\/\/iopscience.iop.org\/article\/10.1088\/1748-9326\/ae0e3b\u0022\u003Erecent work\u003C\/a\u003E published in \u003Cem\u003EEnvironmental Research Letters\u003C\/em\u003E, Harding and his co-author analyzed how productivity gains from AI could influence national energy demand. Their findings suggest that, at a macro level, AI-related activity may increase annual U.S. energy use by about 0.03% and CO\u2082 emissions by roughly 0.02%.\u003C\/p\u003E\u003Cp\u003E\u201cThose numbers are small in the context of the overall economy,\u201d Harding said. \u201cBut the impacts are highly uneven.\u201d\u003C\/p\u003E\u003Cp\u003EThat unevenness is evident in where data centers are built. While Northern Virginia remains the country\u2019s top data center hub, with 343 operational data centers, states like Georgia, which currently has 94 operational data centers, are rapidly attracting facilities due to reliable power and favorable tax policies.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHarding\u2019s latest research focuses on local effects, asking why data centers cluster in urban areas, how they influence housing markets, what happens to electricity prices, and whether they exacerbate water stress. Early evidence suggests large facilities can increase local electricity rates, contributing to public backlash and regulatory response. In Georgia, the \u003Ca href=\u0022https:\/\/psc.ga.gov\/site\/assets\/files\/8617\/media_advisory_data_centers_rule_1-23-2025.pdf\u0022\u003EPublic Service Commission\u003C\/a\u003E has begun requiring new, high power draw customers (like data centers) to cover more of the costs associated with grid expansion.\u003C\/p\u003E\u003Cp\u003EHarding\u2019s goal is to give policymakers better evidence to design incentives and guardrails. \u201cTo manage these technologies responsibly,\u201d he said, \u201cwe need a clear picture of their intended and unintended consequences.\u201d\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EGamifying a Strained and Aging Power Grid\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003EDaniel Molzahn is tackling another side of the problem: how to modernize an aging power grid under growing demand. Electricity demand is expected to rise about 25% by 2030, driven by data centers, electric vehicles, and broadscale electrification. At the same time, much of the U.S. electricity grid is nearing the end of its lifespan, with many transformers being decades old.\u003C\/p\u003E\u003Cp\u003ETo make these challenges tangible, Molzahn, an associate professor in the School of Electrical and Computer Engineering, developed a browser-based game with a group of students through Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/vip.gatech.edu\/frm_display\/team-listings\/entry\/1303\/\u0022\u003EVertically Integrated Projects\u003C\/a\u003E program called \u003Ca href=\u0022https:\/\/currentcrisis.itch.io\/current-crisis\u0022\u003ECurrent Crisis\u003C\/a\u003E. Players take on the role of a utility decision-maker, balancing reliability, wildfire risk, renewable integration, and affordability.\u003C\/p\u003E\u003Cp\u003EThe game grew out of Molzahn\u2019s National Science Foundation CAREER award and reflects his belief that complex systems are best understood experientially. Its initial focus is wildfire resilience, modeling how grid infrastructure can both spark and suffer damage from fires.\u003C\/p\u003E\u003Cp\u003EBut resilience comes at a cost. Burying power lines, for example, reduces wildfire risk but dramatically increases expenses. Players must confront the same tradeoffs utilities face: improve reliability or keep rates low.\u003C\/p\u003E\u003Cp\u003EMolzahn hopes the game will help students and the public grapple with the realities of planning future power systems. \u201cThese choices aren\u2019t abstract,\u201d he said. \u201cThey shape affordability, resilience, and our path toward a cleaner grid.\u201d\u003C\/p\u003E\u003Cp\u003EThe project now involves nearly 40 students from across campus, supported by Sustainability NEXT funding and a collaboration with Jessica Roberts, former BBISS Faculty Fellow and director of the \u003Ca href=\u0022https:\/\/tiles.cc.gatech.edu\/\u0022\u003ETechnology-Integrated Learning Environments (TILES) Lab\u003C\/a\u003E in the School of Interactive Computing.\u003C\/p\u003E\u003Cp\u003E\u201cAs a learning scientist, I look at how to engage people with science and scientific data and get people having conversations they might not otherwise have,\u201d says Roberts, who hopes the seed grant helps the team determine first that they are going in the right direction and, second, how to broaden the impact.\u003C\/p\u003E\u003Cp\u003EOne student, Stella Quinto Lima, a graduate research assistant in Human-Centered Computing, has made the game the focus of her doctoral thesis. Through the game, she wants players to notice their misconceptions about the power grid, energy use, and AI, and to use critical thinking to identify, question, and possibly undo those misconceptions.\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u201cI hope that we can really engage adults and help them see it\u2019s not black and white. The game is not only about power grids, but how AI affects the grid, how it affects our lives, and how it will impact our future.\u201d\u003C\/p\u003E\u003Cp\u003EThe team plans to expand the game\u2019s features, use it in outreach programs, and analyze player decisions as a source of data to study energy-system decision-making.\u003C\/p\u003E\u003Cp\u003E\u201cWe want to change the conversation about power and power grid stability, reliability, and sustainability, Roberts said, \u201cand find a way to get this message to a larger public.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EAs artificial intelligence (AI) drives explosive growth in data centers, communities across the U.S. are facing rising electricity costs, new industrial development, and mounting strain on an aging power grid.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Explosive data center growth requires research to inform policies which manage the building of this critical infrastructure."}],"uid":"27338","created_gmt":"2026-02-24 20:29:10","changed_gmt":"2026-02-25 16:43:42","author":"Brent Verrill","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-02-24T00:00:00-05:00","iso_date":"2026-02-24T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679428":{"id":"679428","type":"image","title":"Giarusso_Saeed_Molzhan_Headshots_Collage_Sized","body":null,"created":"1772037433","gmt_created":"2026-02-25 16:37:13","changed":"1772037615","gmt_changed":"2026-02-25 16:40:15","alt":"Three men\u0027s individual portrait-style photos are arranged side by side, each showing a person from the shoulders up. The individuals wear collared shirts and appear in different lighting settings, including a dark background, a neutral studio backdrop, and a bright white background.","file":{"fid":"263591","name":"Giarusso_Saeed_Molzhan_Headshots_Collage_Sized.jpg","image_path":"\/sites\/default\/files\/2026\/02\/25\/Giarusso_Saeed_Molzhan_Headshots_Collage_Sized.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/02\/25\/Giarusso_Saeed_Molzhan_Headshots_Collage_Sized.jpg","mime":"image\/jpeg","size":872348,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/02\/25\/Giarusso_Saeed_Molzhan_Headshots_Collage_Sized.jpg?itok=TPizgOZr"}}},"media_ids":["679428"],"groups":[{"id":"244191","name":"Brook Byers Institute for Sustainable Systems"},{"id":"1188","name":"Research Horizons"},{"id":"660398","name":"Sustainability Hub"}],"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":"154","name":"Environment"},{"id":"135","name":"Research"},{"id":"194611","name":"State Impact"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"188360","name":"go-bbiss"},{"id":"187915","name":"go-researchnews"}],"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":""}},"687813":{"#nid":"687813","#data":{"type":"news","title":"From Fusion to Self-Driving Cars, High Performance Computing and AI are Everywhere in 2026","body":[{"value":"\u003Cp\u003EWhile not as highlight-reel worthy as the Winter Olympics and the World Cup, experts expect high-performance computing (HPC) to have an even bigger impact on daily life in 2026.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers say HPC and artificial intelligence (AI) advances this year are poised to improve how people power their homes, design safer buildings, and travel through cities.\u003C\/p\u003E\u003Cp\u003EAccording to\u0026nbsp;\u003Ca href=\u0022https:\/\/tangqi.github.io\/\u0022\u003EQi Tang\u003C\/a\u003E, scientists will take progressive steps toward cleaner, sustainable energy through nuclear fusion in 2026.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cI am very hopeful about the role of advanced computing and AI in making fusion a clean energy source,\u201d said Tang, an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering (CSE)\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cFusion systems involve many interconnected processes happening across different scales. Modern simulations, combined with data-driven methods, allow us to bring these pieces together into a unified picture.\u201d\u003C\/p\u003E\u003Cp\u003ETang\u2019s research connects HPC and machine learning with fusion energy and plasma physics. This year, Tang is continuing work on large-scale nuclear fusion models.\u003C\/p\u003E\u003Cp\u003EOnly a few experimental fusion reactors exist worldwide compared to more than 400 nuclear fission reactors. Tang\u2019s work supports a broader effort to turn fusion from a promising idea into a practical energy source.\u003C\/p\u003E\u003Cp\u003ENuclear fusion occurs in plasma, the fourth state of matter, where gas is heated to millions of degrees. In this extreme state, electrons are stripped from atoms, creating a hot soup of fast-moving ions and free electrons. In plasma, hydrogen atoms overcome their natural electrical repulsion, collide, and fuse together. This releases energy that can power cities and homes.\u003C\/p\u003E\u003Cp\u003EComputers interpret extreme temperatures, densities, pressures, and plasma particle motion as massive datasets. Tang works to assimilate these data types from computer models and real-world experiments.\u003C\/p\u003E\u003Cp\u003ETo do this, he and other researchers rely on machine learning approaches to analyze data across models and experiments more quickly and to produce more accurate predictions. Over time, this will allow scientists to test and improve fusion reactor designs toward commercial use.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBeyond energy and nuclear engineering,\u0026nbsp;\u003Ca href=\u0022https:\/\/pk.linkedin.com\/in\/umarkhayaz\u0022\u003EUmar Khayaz\u003C\/a\u003E sees broader impacts for HPC in 2026.\u003C\/p\u003E\u003Cp\u003E\u201cHPC is the need of the day in every field of engineering sciences, physics, biology, and economics,\u201d said Khayaz, a CSE Ph.D. student in the\u0026nbsp;\u003Ca href=\u0022https:\/\/ce.gatech.edu\/\u0022\u003ESchool of Civil and Environmental Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cHPC is important enough to say that we need to employ resources to also solve social problems.\u201d\u003C\/p\u003E\u003Cp\u003EKhayaz studies dynamic fracture and phase-field modeling. These areas explore how materials break under sudden, rapid loads.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELike nuclear fusion, Khayaz says dynamic fracture problems are complex and data-intensive. In 2026, he expects to see more computing resources and computational capabilities devoted to understanding these problems and other emerging civil engineering challenges.\u003C\/p\u003E\u003Cp\u003ECSE Ph.D. student\u0026nbsp;\u003Ca href=\u0022https:\/\/ahren09.github.io\/\u0022\u003EYiqiao (Ahren) Jin\u003C\/a\u003E sees a similar relationship between infrastructure and self-driving vehicles. He believes AI will innovate this area in 2026.\u003C\/p\u003E\u003Cp\u003EAt Georgia Tech, Jin develops efficient multimodal AI systems. An autonomous vehicle is a multimodal system that uses camera video, laser sensors, language instructions, and other inputs to navigate city streets under changing scenarios like traffic and weather patterns.\u003C\/p\u003E\u003Cp\u003EJin says multimodal research will move beyond performance benchmarks this year. This shift will lead to computer systems that can reason despite uncertainty and explain their decisions. In result, engineers will redefine how they evaluate and deploy autonomous systems in safety-critical settings.\u003C\/p\u003E\u003Cp\u003E\u201cMany foundational problems in perception, multimodal reasoning, and agent coordination are being actively addressed in 2026. These advances enable a transition from isolated autonomous systems to safer, coordinated autonomous vehicle fleets,\u201d Jin said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cAs these systems scale, they have the potential to fundamentally improve transportation safety and efficiency.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EWhile not as highlight-reel worthy as the Winter Olympics and the World Cup, experts expect high-performance computing (HPC) to have an even bigger impact on daily life in 2026.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech researchers say HPC and artificial intelligence (AI) advances this year are poised to improve how people power their homes, design safer buildings, and travel through cities.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech researchers say HPC and artificial intelligence (AI) advances this year are poised to improve how people power their homes, design safer buildings, and travel through cities."}],"uid":"36319","created_gmt":"2026-01-29 14:30:57","changed_gmt":"2026-02-19 15:53:29","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-01-29T00:00:00-05:00","iso_date":"2026-01-29T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679125":{"id":"679125","type":"image","title":"CSE-in-2026_2.jpg","body":null,"created":"1769704332","gmt_created":"2026-01-29 16:32:12","changed":"1769704332","gmt_changed":"2026-01-29 16:32:12","alt":"CSE in 2026","file":{"fid":"263246","name":"CSE-in-2026_2.jpg","image_path":"\/sites\/default\/files\/2026\/01\/29\/CSE-in-2026_2.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/01\/29\/CSE-in-2026_2.jpg","mime":"image\/jpeg","size":348721,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/01\/29\/CSE-in-2026_2.jpg?itok=JDq9Sr_p"}}},"media_ids":["679125"],"related_links":[{"url":"https:\/\/www.cc.gatech.edu\/news\/fusion-self-driving-cars-high-performance-computing-and-ai-are-everywhere-2026","title":"From Fusion to Self-Driving Cars, High Performance Computing and AI are Everywhere in 2026"}],"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":"142","name":"City Planning, Transportation, and Urban Growth"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"144","name":"Energy"},{"id":"135","name":"Research"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"172288","name":"School of Computational Science Engineering"},{"id":"167864","name":"School of Civil and Environmental Engineering"},{"id":"594","name":"college of engineering"},{"id":"9153","name":"Research Horizons"},{"id":"187915","name":"go-researchnews"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"15030","name":"high-performance computing"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"9167","name":"machine learning"},{"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":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39541","name":"Systems"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\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":""}},"687242":{"#nid":"687242","#data":{"type":"news","title":"Georgia Tech Energy Policy and Innovation Center Launches Interactive Dashboard ","body":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003E\u003Cstrong\u003EEnergy Policy and Innovation Center\u003C\/strong\u003E\u003C\/a\u003E (EPIcenter) has collaborated with\u0026nbsp;\u003Ca href=\u0022https:\/\/spp.gatech.edu\/people\/person\/daniel-matisoff\u0022\u003EDan Matisoff\u003C\/a\u003E, professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/spp.gatech.edu\/\u0022\u003EJimmy and Rosalynn Carter School of Public Policy\u003C\/a\u003E and EPIcenter\u2019s faculty affiliate, to develop a new\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/saf\/\u0022\u003E\u003Cstrong\u003ESustainable Aviation Fuel (SAF) Data Dashboard\u003C\/strong\u003E,\u003C\/a\u003E designed to provide clear, accessible insights into the rapidly evolving SAF market.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe interactive dashboard compiles and visualizes data gathered by\u0026nbsp;Matisoff, along with\u0026nbsp;Program and Operations Manager\u0026nbsp;\u003Ca href=\u0022https:\/\/spp.gatech.edu\/people\/person\/2af53a9b-d638-574a-a72e-567d586c3cef\u0022\u003E\u003Cstrong\u003EMichael Morley\u003C\/strong\u003E\u003C\/a\u003E,\u0026nbsp;offering a comprehensive view of SAF production, feedstock availability, and policy trends.\u003C\/p\u003E\u003Cp\u003EEPIcenter Research Associate \u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/people-yang-you\/\u0022\u003E\u003Cstrong\u003EYang You\u003C\/strong\u003E\u003C\/a\u003E has designed the dashboard to translate complex datasets into policy-relevant insights for decision-makers. By organizing key metrics into interactive visuals, the dashboard helps stakeholders assess market readiness and identify regulatory actions that could accelerate SAF adoption.\u003C\/p\u003E\u003Cp\u003EEmphasizing the importance of data-driven insights, Matisoff said, \u201cThe Department of Energy has a Grand Challenge to produce 3 billion gallons a year of Sustainable Aviation Fuel by 2030, and 35 billion gallons a year by 2050. By compiling and visualizing SAF data, we can help policymakers and researchers understand progress towards these goals, where the key opportunities and bottlenecks are \u2013 and how to move forward effectively\u201d.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EWhy SAF Matters\u003C\/strong\u003E\u003Cbr\u003EWhile aviation only accounts for about 3% of global greenhouse gas emissions, it is a rapidly growing share, and decarbonizing this sector is considered one of the most challenging aspects of the energy transition. Produced from renewable feedstocks, sustainable aviation fuel offers a pathway to reduce lifecycle emissions from air travel without requiring major changes to aircraft or infrastructure. However, SAF production and deployment face hurdles related to cost, supply chain development, and policy support.\u003C\/p\u003E\u003Cp\u003EEPIcenter\u2019s Director \u003Ca href=\u0022https:\/\/energy.gatech.edu\/people\/laura-taylor\u0022\u003ELaura Taylor\u003C\/a\u003E highlighted the dashboard\u2019s role in addressing these challenges:\u003Cbr\u003E\u201cSustainable aviation fuel is a cornerstone of decarbonizing air travel, but the market is complex and rapidly evolving. The dashboard provides clarity by organizing the relevant data in a way that\u2019s accessible and actionable for decision-makers.\u201d\u003C\/p\u003E\u003Cp\u003E\u201cThis tool is meant to bridge analysis and action,\u201d said You. \u201cBy visualizing SAF production, capacity, and offtake dynamics, the dashboard allows policymakers and stakeholders to see where the market is moving, where gaps remain, and how targeted infrastructure investments or supportive policies could unlock scale.\u201d\u003C\/p\u003E\u003Cp\u003EThe EPIcenter SAF Dashboard is intended as a resource for industry leaders, policymakers, and researchers working to accelerate SAF adoption. By providing transparent, data-driven insights, Georgia Tech aims to support informed decisions that advance innovation and sustainability in aviation.\u003C\/p\u003E\u003Cp\u003ETo explore the dashboard and learn more about Georgia Tech\u2019s work on sustainable aviation fuel, visit\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/saf\/\u0022\u003EEPIcenter\u2019s SAF page\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EGeorgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/\u0022\u003E\u003Cstrong\u003EEnergy Policy and Innovation Center\u003C\/strong\u003E\u003C\/a\u003E (EPIcenter) has collaborated with\u0026nbsp;\u003Ca href=\u0022https:\/\/spp.gatech.edu\/people\/person\/daniel-matisoff\u0022\u003EDan Matisoff\u003C\/a\u003E, professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/spp.gatech.edu\/\u0022\u003EJimmy and Rosalynn Carter School of Public Policy\u003C\/a\u003E and EPIcenter\u2019s faculty affiliate, to develop a new\u0026nbsp;\u003Ca href=\u0022https:\/\/epicenter.energy.gatech.edu\/saf\/\u0022\u003E\u003Cstrong\u003ESustainable Aviation Fuel (SAF) Data Dashboard\u003C\/strong\u003E,\u003C\/a\u003E designed to provide clear, accessible insights into the rapidly evolving SAF market.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech\u2019s Energy Policy and Innovation Center has collaborated with Dan Matisoff, EPIcenter\u2019s faculty affiliate, to develop a new Sustainable Aviation Fuel Data Dashboard to provide clear, accessible insights into the rapidly evolving SAF market. "}],"uid":"36413","created_gmt":"2026-01-13 17:04:00","changed_gmt":"2026-01-13 17:10:35","author":"pdevarajan3","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-01-13T00:00:00-05:00","iso_date":"2026-01-13T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"678970":{"id":"678970","type":"image","title":"SAFDashboard-AdobeStock.jpeg","body":null,"created":"1768324007","gmt_created":"2026-01-13 17:06:47","changed":"1768324007","gmt_changed":"2026-01-13 17:06:47","alt":"Fuel Truck carrying Sustainable Aviation Fuel near an airplane","file":{"fid":"263073","name":"SAFDashboard-AdobeStock.jpeg","image_path":"\/sites\/default\/files\/2026\/01\/13\/SAFDashboard-AdobeStock.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/01\/13\/SAFDashboard-AdobeStock.jpeg","mime":"image\/jpeg","size":831898,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/01\/13\/SAFDashboard-AdobeStock.jpeg?itok=bJdX1-Z0"}}},"media_ids":["678970"],"related_links":[{"url":"https:\/\/epicenter.energy.gatech.edu\/saf\/","title":"EPIcenter SAF Dashboard"}],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"},{"id":"660398","name":"Sustainability Hub"}],"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"},{"id":"194611","name":"State Impact"},{"id":"194836","name":"Sustainability"}],"keywords":[{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:priya.devarajan@research.gatech.edu\u0022\u003EPriya Devarajan\u003C\/a\u003E || SEI Communications Program Manager\u003C\/p\u003E","format":"limited_html"}],"email":["priya.devarajan@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"686920":{"#nid":"686920","#data":{"type":"news","title":"Energy Insecurity Linked to Higher Rates of Anxiety and Depression, School of Public Policy Study Finds","body":[{"value":"\u003Cp\u003EA new \u003Ca href=\u0022https:\/\/jamanetwork.com\/journals\/jamanetworkopen\/fullarticle\/2840540\u0022 title=\u0022null\u0022\u003Estudy\u003C\/a\u003E from the Jimmy and Rosalynn Carter School of Public Policy identifies energy insecurity \u2014 the inability to meet basic household energy needs \u2014 as a critical, yet often overlooked, social determinant of health.\u003C\/p\u003E\u003Cp\u003E\u201cWhile we often talk about food and housing insecurity, fewer people recognize energy as a basic necessity that shapes not only comfort, but also safety and stress,\u201d said Assistant Professor \u003Ca href=\u0022https:\/\/iac.gatech.edu\/people\/person\/f276dd8a-0e13-5b66-b4cf-3d2960e01b2d\u0022 title=\u0022null\u0022\u003EMichelle Graff\u003C\/a\u003E, who co-authored the paper published in \u003Cem\u003EJAMA Network Open\u003C\/em\u003E.\u003C\/p\u003E\u003Cp\u003EAnalyzing data from the U.S. Census Bureau\u2019s Household Pulse Survey, the researchers found that 43% of households experienced energy insecurity in the past year. Among respondents who reduced spending on necessities to cover energy bills, nearly 39% reported symptoms of anxiety and 32% reported symptoms of depression \u2014 more than twice the incidence among respondents who didn\u2019t need to make that tradeoff.\u003C\/p\u003E\u003Cp\u003E\u201cBeing able to afford your home does not guarantee you can afford to safely heat, cool, or power it,\u201d Graff said.\u003C\/p\u003E\u003Cp\u003ESuch instability disproportionately affects Black and Hispanic households, renters, and families dependent on electronic medical devices, Graff said.\u003C\/p\u003E\u003Cp\u003EAnd while the study was not designed to explain whether energy insecurity causes mental health issues or some other dynamic is at work, Graff said it\u2019s incontrovertible that these groups face compounding stressors. Living in inefficient housing can lead to higher bills and unsafe temperatures, disrupting sleep and health. When combined with the financial anxiety of potential utility shutoffs and the need to sacrifice food or medicine to pay bills, these trade-offs create a cycle of chronic stress, she said.\u003C\/p\u003E\u003Cp\u003EAmong other recommendations, Graff said healthcare providers should start screening for energy insecurity just as they do for food insecurity.\u003C\/p\u003E\u003Cp\u003E\u201cWe view this primarily as a data-collection initiative designed to generate the evidence needed to inform future policy recommendations and program improvements,\u201d Graff said.\u003C\/p\u003E\u003Cp\u003EGraff is continuing to explore these issues with \u003Ca href=\u0022https:\/\/www.google.com\/search?q=spp.gatech.edu\u0022 title=\u0022null\u0022\u003ECarter School\u003C\/a\u003E graduate students, including recent \u003Ca href=\u0022https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S1040619025000661?via%3Dihub\u0022\u003Ework\u003C\/a\u003E on state-level aid implementation with Ph.D. student Ryan Anthony and upcoming research with other students on how energy insecurity impacts eviction rates.\u003C\/p\u003E\u003Cp\u003EThe article, \u201cEnergy Insecurity and Mental Health Symptoms in US Adults,\u201d was published Oct. 27, 2025, in JAMA Network Open. It is available at \u003Ca href=\u0022https:\/\/doi:10.1001\/jamanetworkopen.2025.39479\u0022\u003Ehttps:\/\/doi:10.1001\/jamanetworkopen.2025.39479\u003C\/a\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe study links energy insecurity to significantly higher rates of anxiety and depression in U.S. households.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The study links energy insecurity to significantly higher rates of anxiety and depression in U.S. households."}],"uid":"34600","created_gmt":"2025-12-16 20:44:16","changed_gmt":"2026-01-06 14:02:04","author":"mpearson34","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2025-12-16T00:00:00-05:00","iso_date":"2025-12-16T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"678862":{"id":"678862","type":"image","title":"energy-insecurity-mental-health.jpg","body":"\u003Cp\u003EEnergy insecurity is a significant financial problem, and potentially a major mental health issue, for millions of Americans.\u003C\/p\u003E","created":"1765917961","gmt_created":"2025-12-16 20:46:01","changed":"1765917961","gmt_changed":"2025-12-16 20:46:01","alt":"A woman wearing a hat and warm clothing prepares food in her kitchen.","file":{"fid":"262952","name":"energy-insecurity-mental-health.jpg","image_path":"\/sites\/default\/files\/2025\/12\/16\/energy-insecurity-mental-health.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/12\/16\/energy-insecurity-mental-health.jpg","mime":"image\/jpeg","size":979742,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/12\/16\/energy-insecurity-mental-health.jpg?itok=FVTsWXlA"}},"678864":{"id":"678864","type":"image","title":"Michelle Graff","body":"\u003Cp\u003EAssistant Professor Michelle Graff.\u003C\/p\u003E","created":"1765918275","gmt_created":"2025-12-16 20:51:15","changed":"1765918275","gmt_changed":"2025-12-16 20:51:15","alt":"\u0022\u0022","file":{"fid":"262954","name":"fb50e65939f4bc3d6cdd1f16.jpg","image_path":"\/sites\/default\/files\/2025\/12\/16\/fb50e65939f4bc3d6cdd1f16.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/12\/16\/fb50e65939f4bc3d6cdd1f16.jpg","mime":"image\/jpeg","size":15260,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/12\/16\/fb50e65939f4bc3d6cdd1f16.jpg?itok=MqO7ho_j"}}},"media_ids":["678862","678864"],"groups":[{"id":"1188","name":"Research Horizons"},{"id":"367481","name":"SEI Energy"},{"id":"1280","name":"Strategic Energy Institute"}],"categories":[{"id":"144","name":"Energy"}],"keywords":[{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"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:michael.pearson@iac.gatech.edu\u0022\u003EMichael Pearson\u003C\/a\u003E\u003Cbr\u003EIvan Allen College of Liberal Arts\u003C\/p\u003E","format":"limited_html"}],"email":["michael.pearson@iac.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"686991":{"#nid":"686991","#data":{"type":"news","title":"Nuclear Waste: What It Is \u2014 and What It Isn\u2019t","body":[{"value":"\u003Cp\u003EWhen people hear \u201cnuclear waste,\u201d they often imagine glowing green sludge leaking into the ground \u2014 a scene straight out of science fiction. The truth is far less dramatic and far more manageable. In fact, all the civilian nuclear waste produced by U.S. power plants so far could fit on a single football field stacked just 10 yards high. Managed under strict safety protocols, this byproduct of nuclear energy poses manageable risk compared to the billions of tons of greenhouse gases from fossil fuels. Today, researchers at Georgia Tech and around the world are working on safer reactor designs, advanced monitoring, and innovative recycling methods to turn nuclear waste into new opportunities \u2014 from clean energy to ultra-long-lasting batteries and even power for space missions.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/research.gatech.edu\/node\/44646\/\u0022\u003E\u003Cstrong\u003ERead more \u00bb\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EWhen people hear \u201cnuclear waste,\u201d they often imagine glowing green sludge leaking into the ground \u2014 a scene straight out of science fiction. The truth is far less dramatic and far more manageable. In fact, all the civilian nuclear waste produced by U.S. power plants so far could fit on a single football field stacked just 10 yards high. Managed under strict safety protocols, this byproduct of nuclear energy poses manageable risk compared to the billions of tons of greenhouse gases from fossil fuels. Today, researchers at Georgia Tech and around the world are working on safer reactor designs, advanced monitoring, and innovative recycling methods to turn nuclear waste into new opportunities \u2014 from clean energy to ultra-long-lasting batteries and even power for space missions.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Nuclear waste can be managed safely with proper safety protocols. Researchers at Georgia Tech and around the world are working on safer reactor designs, advanced monitoring, and innovative recycling methods to turn nuclear waste into new opportunities \u2014 f"}],"uid":"27255","created_gmt":"2025-12-18 19:42:21","changed_gmt":"2025-12-30 15:01:11","author":"Josie Giles","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2025-12-18T00:00:00-05:00","iso_date":"2025-12-18T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"678901":{"id":"678901","type":"image","title":"1.-MarthaGroverTeam.jpg","body":"\u003Cp\u003E\u003Cem\u003EMartha Grover, professor in the School of Chemical and Biomolecular Engineering, with her research team. [Photo by Christopher McKenney]\u003C\/em\u003E\u003C\/p\u003E","created":"1767106727","gmt_created":"2025-12-30 14:58:47","changed":"1767106727","gmt_changed":"2025-12-30 14:58:47","alt":"Georgia Tech Professor Martha Grover with her research team","file":{"fid":"262994","name":"1.-MarthaGroverTeam.jpg","image_path":"\/sites\/default\/files\/2025\/12\/30\/1.-MarthaGroverTeam.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/12\/30\/1.-MarthaGroverTeam.jpg","mime":"image\/jpeg","size":5334947,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/12\/30\/1.-MarthaGroverTeam.jpg?itok=hG_9ee7m"}}},"media_ids":["678901"],"groups":[{"id":"372221","name":"Renewable Bioproducts Institute (RBI)"},{"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"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"193652","name":"Matter and Systems"},{"id":"39491","name":"Renewable Bioproducts"}],"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":[],"slides":[],"orientation":[],"userdata":""}},"686866":{"#nid":"686866","#data":{"type":"news","title":"Divan, Raychowdhury Named National Academy of Inventors Fellows","body":[{"value":"\u003Cdiv\u003E\u003Cdiv\u003E\u003Cp\u003EThe \u003Ca href=\u0022https:\/\/academyofinventors.org\/\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003ENational Academy of Inventors\u003C\/strong\u003E\u003C\/a\u003E is honoring two Georgia Tech faculty members for their contributions to technology and society: \u003Ca href=\u0022https:\/\/ece.gatech.edu\/directory\/deepakraj-m-divan\u0022\u003E\u003Cstrong\u003EDeepakraj \u201cDeepak\u201d Divan\u003C\/strong\u003E\u003C\/a\u003E and \u003Ca href=\u0022https:\/\/ece.gatech.edu\/directory\/arijit-raychowdhury\u0022\u003E\u003Cstrong\u003EArijit Raychowdhury\u003C\/strong\u003E\u003C\/a\u003E. Both are in the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Electrical and Computer Engineering\u003C\/strong\u003E\u003C\/a\u003E.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ERaychowdhury is a semiconductor pioneer whose patented circuit and system-on-chip designs have advanced computing efficiency and commercialization. Divan is a global leader in power electronics and grid modernization, whose innovations and ventures have transformed how electricity is delivered and managed worldwide.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cCongratulations to Deepakraj and Arijit on earning one of the most esteemed accolades in technology and discovery. Their groundbreaking work, with nearly 100 patents between them, advances solutions to global challenges,\u201d said \u003Ca href=\u0022https:\/\/research.gatech.edu\/raghupathy-sivakumar\u0022\u003ERaghupathy \u201cSiva\u201d Sivakumar\u003C\/a\u003E, chief commercialization officer at Georgia Tech. \u201cTheir success exemplifies how research commercialization drives real-world impact, and we\u2019re proud to see them honored as academy fellows.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EElection to NAI is the highest professional distinction specifically awarded to inventors. With this recognition, Georgia Tech\u2019s roster of NAI Fellows grows to 24. Divan and Raychowdhury join a \u003Ca href=\u0022https:\/\/academyofinventors.org\/wp-content\/uploads\/2025\/12\/2025-Fellows-List.pdf\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003E2025 class of 169 new fellows\u003C\/strong\u003E\u003C\/a\u003E representing university, government, and nonprofit organizations worldwide. They will be inducted at the NAI 15th Annual Conference on June 4, 2026, in Los Angeles.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003Ch3\u003E\u003Cstrong\u003EDeepakraj\u202f\u201cDeepak\u201d Divan\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EProfessor Emeritus (2004-2025)\u0026nbsp;\u003Cbr\u003EGeorgia Research Alliance Eminent Scholar\u0026nbsp;\u003Cbr\u003E\u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Electrical and Computer Engineering\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003Cbr\u003EFounder, \u003Ca href=\u0022https:\/\/cde.gatech.edu\/\u0022\u003E\u003Cstrong\u003EGeorgia Tech Center for Distributed Energy\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDeepakraj\u202f\u201cDeepak\u201d Divan is a globally recognized innovator in power electronics and grid transformation. He was awarded the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/news\/2023\/12\/divan-selected-ieee-medal-power-engineering-recipient\u0022\u003E\u003Cstrong\u003EIEEE Medal in\u202fPower Engineering\u003C\/strong\u003E\u003C\/a\u003E in 2024.\u003C\/p\u003E\u003Cp\u003EHe holds over 85 U.S. and international patents and has authored 400 refereed publications. His pioneering work on soft\u2011switching converters\u2014integral for efficient energy storage, EV charging, and industrial controls\u2014has spurred a global $70\u202fbillion power electronics industry.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EDivan laid the groundwork for grid\u2011forming inverter control, enabling high-renewables integration. He is the co-author of \u003Ca href=\u0022https:\/\/energy-2040.com\/\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003EEnergy 2040: Aligning Innovation, Economics and Decarbonization\u003C\/strong\u003E\u003C\/a\u003E, named by Forbes as one of the \u003Ca href=\u0022https:\/\/www.forbes.com\/sites\/globalcitizen\/2024\/12\/28\/10-essential-books-and-podcasts-every-leader-needs-in-2025\/\u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003E\u201c10 Essential Books and Podcasts Every Leader Needs in 2025\u201d\u003C\/strong\u003E\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cBeing named an NAI Fellow is a tremendous honor,\u201d said Divan. \u201cIt reflects years of effort to rethink how electricity is delivered and managed to solve real problems and to drive practical innovations that matter.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;As the founder of Georgia Tech\u2019s Center for Distributed Energy, he led research that transforms electricity delivery through analytics, monitoring, and optimization.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EAn entrepreneur, Divan co-founded Varentec (backed by Bill Gates and Khosla Ventures) and seeded ventures including GridBlock, Soft Switching Technologies, Innovolt, and Smart Wires\u2014raising over $500\u202fmillion. A National Academy of Engineering member and IEEE Fellow, he champions scalable energy-access solutions worldwide.\u003C\/p\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Cdiv\u003E\u003Ch3\u003E\u003Cstrong\u003EArijit Raychowdhury\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp\u003EProfessor and Steve W. Chaddick School Chair\u0026nbsp;\u003Cbr\u003E\u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003E\u003Cstrong\u003ESchool of Electrical and Computer Engineering\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003Cbr\u003EDirector, \u003Ca href=\u0022https:\/\/cocosys.ece.gatech.edu\/\u0022\u003E\u003Cstrong\u003ECenter for the Co-Design of Cognitive Systems\u003C\/strong\u003E\u003C\/a\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EArijit Raychowdhury has been the Steve W. Chaddick School Chair of ECE since 2021. He is a leading innovator in semiconductor technologies, holding more than 27 U.S. and international patents and authoring over 350 publications.\u003C\/p\u003E\u003Cp\u003EHis work spans low-power circuits, specialized accelerators, and system-on-chip design, with breakthroughs widely adopted in industry.\u003C\/p\u003E\u003Cp\u003E\u201cThis recognition reflects the collective effort of students, colleagues, and partners who share a vision for advancing microelectronics,\u201d said Raychowdhury. \u201cI am honored that NAI champions the same mission to lead through research, education, and innovation.\u0022\u003C\/p\u003E\u003Cp\u003EAt Texas Instruments, he developed the world\u2019s first adaptive echo-cancellation network for integrated Digital Subscriber Lines (DSL)\u2014a patented technology that enabled high-speed internet over traditional phone lines that received the EDN Innovation of the Year award. At Intel, he developed and incorporated foundational memory and logic technologies that shaped commercial products across global markets for more than a decade.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EHis research on fine-grain power management of systems-on-chip at Georgia Tech has been licensed and widely adopted by the semiconductor industry.\u003C\/p\u003E\u003Cp\u003EHe directs Georgia Tech\u2019s \u003Ca href=\u0022https:\/\/Georgia Tech\u2019s Center for the Co-Design of Cognitive Systems \u0022 rel=\u0022noreferrer\u0022 title=\u0022(opens in a new window)\u0022\u003E\u003Cstrong\u003ECenter for the Co-Design of Cognitive Systems\u003C\/strong\u003E\u003C\/a\u003E and leads initiatives to advance microelectronics design with applications to AI. Over the years, he has served as a founding advisor and board member to multiple startups in the areas of edge-computing and low power design.\u003C\/p\u003E\u003Cdiv\u003E\u003Cp\u003ERaychowdhury\u2019s research bridges invention and real-world impact, earning him numerous honors, including IEEE\u0026nbsp;Fellow, \u003Ca href=\u0022https:\/\/ece.gatech.edu\/news\/2023\/12\/raychowdhury-chosen-src-technical-excellence-award\u0022\u003E\u003Cstrong\u003ESemiconductor Research Corporation Technical Excellence Award\u003C\/strong\u003E\u003C\/a\u003E, and multiple industry awards. Through pioneering designs and mentorship, he continues to drive innovation in computing systems, influencing both academic research and industrial commercialization.\u003C\/p\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Divan, Raychowdhury Named National Academy of Inventors Fellows"}],"field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003EDivan, Raychowdhury Named National Academy of Inventors Fellows\u003C\/strong\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Divan, Raychowdhury Named National Academy of Inventors Fellows"}],"uid":"36172","created_gmt":"2025-12-11 14:36:38","changed_gmt":"2025-12-12 14:36:15","author":"dwatson71","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2025-12-11T00:00:00-05:00","iso_date":"2025-12-11T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"678826":{"id":"678826","type":"image","title":"Divan-and-Arijit_NAI-Fellows-2025.png","body":null,"created":"1765463811","gmt_created":"2025-12-11 14:36:51","changed":"1765463811","gmt_changed":"2025-12-11 14:36:51","alt":"Deepak and Arijit headshot","file":{"fid":"262914","name":"Divan-and-Arijit_NAI-Fellows-2025.png","image_path":"\/sites\/default\/files\/2025\/12\/11\/Divan-and-Arijit_NAI-Fellows-2025.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/12\/11\/Divan-and-Arijit_NAI-Fellows-2025.png","mime":"image\/png","size":3056772,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/12\/11\/Divan-and-Arijit_NAI-Fellows-2025.png?itok=WD-DCWjq"}}},"media_ids":["678826"],"groups":[{"id":"655285","name":"GT Commercialization"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"136","name":"Aerospace"},{"id":"144","name":"Energy"},{"id":"145","name":"Engineering"},{"id":"194609","name":"Industry"},{"id":"132","name":"Institute Leadership"},{"id":"149","name":"Nanotechnology and Nanoscience"},{"id":"135","name":"Research"}],"keywords":[{"id":"192255","name":"go-commercializationnews"}],"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\u003EDan Watson\u003C\/p\u003E","format":"limited_html"}],"email":["dwatson@ece.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"686330":{"#nid":"686330","#data":{"type":"news","title":"How the US Cut Climate-Changing Emissions While Its Economy More Than\u00a0Doubled","body":[{"value":"\u003Cdiv class=\u0022theconversation-article-body\u0022\u003E\u003Cp\u003ECountries around the world have been discussing the need to rein in climate change \u003Ca href=\u0022https:\/\/www.un.org\/en\/climatechange\/un-climate-conferences\u0022\u003Efor three decades\u003C\/a\u003E, yet global greenhouse gas emissions \u2013 and \u003Ca href=\u0022https:\/\/climate.copernicus.eu\/climate-indicators\/temperature\u0022\u003Eglobal temperatures\u003C\/a\u003E with them \u2013 \u003Ca href=\u0022https:\/\/ourworldindata.org\/co2-and-greenhouse-gas-emissions\u0022\u003Ekeep rising\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EWhen it seems like we\u2019re getting nowhere, it\u2019s useful to step back and examine the progress that has been made.\u003C\/p\u003E\u003Cp\u003ELet\u2019s take a look at the United States, historically the \u003Ca href=\u0022https:\/\/education.cfr.org\/learn\/reading\/who-releases-most-greenhouse-gases\u0022\u003Eworld\u2019s largest greenhouse gas emitter\u003C\/a\u003E. Over those three decades, the \u003Ca href=\u0022https:\/\/fred.stlouisfed.org\/series\/POPTOTUSA647NWDB\u0022\u003EU.S. population soared by 28%\u003C\/a\u003E and the economy, as measured by gross domestic product adjusted for inflation, \u003Ca href=\u0022https:\/\/fred.stlouisfed.org\/series\/GDPCA\u0022\u003Emore than doubled\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EYet U.S. emissions from many of the activities that produce greenhouse gases \u2013 transportation, industry, agriculture, heating and cooling of buildings \u2013 have remained \u003Ca href=\u0022https:\/\/www.eia.gov\/environment\/emissions\/carbon\/\u0022\u003Eabout the same\u003C\/a\u003E over the past 30 years. Transportation is a bit up; industry a bit down. And electricity, once the nation\u2019s largest source of greenhouse gas emissions, has seen its emissions drop significantly.\u003C\/p\u003E\u003Cp\u003E\u003Ciframe class=\u0022tc-infographic-datawrapper\u0022 style=\u0022border-width:0;\u0022 id=\u0022YzooO\u0022 src=\u0022https:\/\/datawrapper.dwcdn.net\/YzooO\/1\/\u0022 height=\u0022400px\u0022 width=\u0022100%\u0022 scrolling=\u0022no\u0022 frameborder=\u00220\u0022\u003E\u003C\/iframe\u003E\u003C\/p\u003E\u003Cp\u003EOverall, the U.S. is still among the countries with the highest \u003Ca href=\u0022https:\/\/ourworldindata.org\/co2-and-greenhouse-gas-emissions\u0022\u003Eper capita emissions\u003C\/a\u003E, so there\u2019s room for improvement, and its emissions haven\u2019t fallen enough to put the country on track to meet \u003Ca href=\u0022https:\/\/unfccc.int\/sites\/default\/files\/2024-12\/United%20States%202035%20NDC.pdf\u0022\u003Eits pledges\u003C\/a\u003E under the 10-year-old \u003Ca href=\u0022https:\/\/unfccc.int\/process-and-meetings\/the-paris-agreement\u0022\u003EParis climate agreement\u003C\/a\u003E. But U.S. \u003Ca href=\u0022https:\/\/www.epa.gov\/ghgemissions\/inventory-us-greenhouse-gas-emissions-and-sinks\u0022\u003Eemissions are down\u003C\/a\u003E about 15% over the past 10 years.\u003C\/p\u003E\u003Cp\u003EHere\u2019s how that happened:\u003C\/p\u003E\u003Ch2\u003EUS Electricity Emissions Have Fallen\u003C\/h2\u003E\u003Cp\u003EU.S. electricity use \u003Ca href=\u0022https:\/\/www.eia.gov\/todayinenergy\/detail.php?id=65264\u0022\u003Ehas been rising\u003C\/a\u003E lately with the shift toward more electrification of cars and heating and cooling and expansion of data centers, yet greenhouse gas emissions from electricity are down by almost 30% since 1995.\u003C\/p\u003E\u003Cp\u003EOne of the main reasons for this big drop is that Americans are using less coal and more natural gas to make electricity.\u003C\/p\u003E\u003Cp\u003EBoth coal and natural gas are fossil fuels. Both \u003Ca href=\u0022https:\/\/www.eia.gov\/energyexplained\/energy-and-the-environment\/where-greenhouse-gases-come-from.php#\u0022\u003Erelease carbon dioxide\u003C\/a\u003E to the atmosphere when they are burned to make electricity, and that carbon dioxide traps heat, raising global temperatures. But power plants can \u003Ca href=\u0022https:\/\/www.eia.gov\/todayinenergy\/detail.php?id=44436\u0022\u003Emake electricity more efficiently\u003C\/a\u003E using natural gas compared with coal, so it produces less emissions per unit of power.\u003C\/p\u003E\u003Cp\u003E\u003Ciframe class=\u0022tc-infographic-datawrapper\u0022 style=\u0022border-width:0;\u0022 id=\u0022u3fo9\u0022 src=\u0022https:\/\/datawrapper.dwcdn.net\/u3fo9\/1\/\u0022 height=\u0022400px\u0022 width=\u0022100%\u0022 scrolling=\u0022no\u0022 frameborder=\u00220\u0022\u003E\u003C\/iframe\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWhy did the U.S. start using more natural gas?\u003C\/p\u003E\u003Cp\u003EResearch and technological innovation in fracking and horizontal drilling have allowed companies to extract more oil and gas at lower cost, making it \u003Ca href=\u0022https:\/\/rmi.org\/utilities-analysts-and-customers-agree-transitioning-from-coal-saves-money\/\u0022\u003Echeaper to produce electricity\u003C\/a\u003E from natural gas rather than coal.\u003C\/p\u003E\u003Cp\u003EAs a result, utilities have built more natural gas power plants \u2013 especially super-efficient \u003Ca href=\u0022https:\/\/www.gevernova.com\/gas-power\/resources\/education\/combined-cycle-power-plants\u0022\u003Ecombined cycle\u003C\/a\u003E gas power plants, which produce power from gas turbines and also capture waste heat from those turbines to generate more power. More coal plants have been shutting down or running less.\u003C\/p\u003E\u003Cp\u003E\u003Ciframe class=\u0022tc-infographic-datawrapper\u0022 style=\u0022border-width:0;\u0022 id=\u0022zl7DI\u0022 src=\u0022https:\/\/datawrapper.dwcdn.net\/zl7DI\/1\/\u0022 height=\u0022400px\u0022 width=\u0022100%\u0022 scrolling=\u0022no\u0022 frameborder=\u00220\u0022\u003E\u003C\/iframe\u003E\u003C\/p\u003E\u003Cp\u003EBecause natural gas is a more efficient fuel than coal, it has been a win for climate in comparison, even though it\u2019s a fossil fuel. The U.S. has reduced emissions from electricity as a result.\u003C\/p\u003E\u003Cp\u003ESignificant \u003Ca href=\u0022https:\/\/theconversation.com\/energy-star-on-the-trump-administrations-target-list-has-a-long-history-of-helping-consumers-wallets-and-the-planet-258152\u0022\u003Eimprovements in energy efficiency\u003C\/a\u003E, from appliances to lighting, have also played a role. Even though tech gadgets seem to be recharging everywhere all the time today, household electricity use, per person, \u003Ca href=\u0022https:\/\/www.eia.gov\/todayinenergy\/detail.php?id=49036\u0022\u003Eplateaued over the first two decades of the 2000s after rising continuously\u003C\/a\u003E since the 1940s.\u003C\/p\u003E\u003Ch2\u003ECosts for Renewable Electricity, Batteries Fall\u003C\/h2\u003E\u003Cp\u003EU.S. renewable electricity generation, including wind, solar and hydro power, has \u003Ca href=\u0022https:\/\/www.eia.gov\/energyexplained\/electricity\/electricity-in-the-us.php\u0022\u003Enearly tripled since 1995\u003C\/a\u003E, helping to further reduce emissions from electricity generation.\u003C\/p\u003E\u003Cp\u003ECosts for solar and wind power have fallen so much that they are now \u003Ca href=\u0022https:\/\/energyinnovation.org\/report\/the-coal-cost-crossover-3-0\/\u0022\u003Echeaper than coal\u003C\/a\u003E and competitive with natural gas. Fourteen states, including most of the Great Plains, now get \u003Ca href=\u0022https:\/\/cleanpower.org\/facts\/state-fact-sheets\/\u0022\u003Eat least 30% of their power\u003C\/a\u003E from solar, wind and battery storage.\u003C\/p\u003E\u003Cp\u003E\u003Ciframe class=\u0022tc-infographic-datawrapper\u0022 style=\u0022border-width:0;\u0022 id=\u0022Hw4VE\u0022 src=\u0022https:\/\/datawrapper.dwcdn.net\/Hw4VE\/1\/\u0022 height=\u0022400px\u0022 width=\u0022100%\u0022 scrolling=\u0022no\u0022 frameborder=\u00220\u0022\u003E\u003C\/iframe\u003E\u003C\/p\u003E\u003Cp\u003EWhile wind power has been cost competitive with fossil fuels for \u003Ca href=\u0022https:\/\/images.theconversation.com\/files\/700156\/original\/file-20251104-66-ftct1o.png\u0022\u003Eat least 20 years\u003C\/a\u003E, solar photovoltaic power has only been competitive with fossil fuels for \u003Ca href=\u0022https:\/\/www.lazard.com\/news-announcements\/lazard-releases-2025-levelized-cost-of-energyplus-report-pr\/\u0022\u003Eabout 10 years\u003C\/a\u003E. So expect deployment of solar PV to \u003Ca href=\u0022https:\/\/www.iea.org\/news\/global-renewable-capacity-is-set-to-grow-strongly-driven-by-solar-pv\u0022\u003Econtinue to increase\u003C\/a\u003E, both in the U.S. and internationally, even as U.S. \u003Ca href=\u0022https:\/\/www.npr.org\/2025\/07\/16\/nx-s1-5462190\/trump-tax-credit-solar-ev-heat-pump\u0022\u003Efederal subsidies disappear\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EBoth wind and solar provide intermittent power: The sun does not always shine, and the wind does not always blow. There are a number of ways utilities are dealing with this. One way is to use \u003Ca href=\u0022https:\/\/www.energy.gov\/oe\/demand-response\u0022\u003Edemand management\u003C\/a\u003E, offering lower prices for power during off-peak periods or discounts for companies that can cut their power use during high demand. \u003Ca href=\u0022https:\/\/www.energy.gov\/lpo\/virtual-power-plants-projects\u0022\u003EVirtual power plants\u003C\/a\u003E aggregate several kinds of distributed energy resources \u2013 solar panels on homes, batteries and even smart thermostats \u2013 to manage power supply and demand. The U.S. had an estimated \u003Ca href=\u0022https:\/\/transformers-magazine.com\/tm-news\/north-american-virtual-power-plants-grow-13-7\/\u0022\u003E37.5 gigawatts of virtual power plants\u003C\/a\u003E in 2024, equivalent to about 37.5 nuclear power reactors.\u003C\/p\u003E\u003Cfigure class=\u0022align-center zoomable\u0022\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/images.theconversation.com\/files\/700156\/original\/file-20251104-66-ftct1o.png?ixlib=rb-4.1.0\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=1000\u0026amp;fit=clip\u0022\u003E\u003Cimg alt=\u0022Charts show cost decline compared with fossil fuels.\u0022 src=\u0022https:\/\/images.theconversation.com\/files\/700156\/original\/file-20251104-66-ftct1o.png?ixlib=rb-4.1.0\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;fit=clip\u0022 srcset=\u0022https:\/\/images.theconversation.com\/files\/700156\/original\/file-20251104-66-ftct1o.png?ixlib=rb-4.1.0\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=345\u0026amp;fit=crop\u0026amp;dpr=1 600w, https:\/\/images.theconversation.com\/files\/700156\/original\/file-20251104-66-ftct1o.png?ixlib=rb-4.1.0\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=345\u0026amp;fit=crop\u0026amp;dpr=2 1200w, https:\/\/images.theconversation.com\/files\/700156\/original\/file-20251104-66-ftct1o.png?ixlib=rb-4.1.0\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=600\u0026amp;h=345\u0026amp;fit=crop\u0026amp;dpr=3 1800w, https:\/\/images.theconversation.com\/files\/700156\/original\/file-20251104-66-ftct1o.png?ixlib=rb-4.1.0\u0026amp;q=45\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=433\u0026amp;fit=crop\u0026amp;dpr=1 754w, https:\/\/images.theconversation.com\/files\/700156\/original\/file-20251104-66-ftct1o.png?ixlib=rb-4.1.0\u0026amp;q=30\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=433\u0026amp;fit=crop\u0026amp;dpr=2 1508w, https:\/\/images.theconversation.com\/files\/700156\/original\/file-20251104-66-ftct1o.png?ixlib=rb-4.1.0\u0026amp;q=15\u0026amp;auto=format\u0026amp;w=754\u0026amp;h=433\u0026amp;fit=crop\u0026amp;dpr=3 2262w\u0022 sizes=\u0022(min-width: 1466px) 754px, (max-width: 599px) 100vw, (min-width: 600px) 600px, 237px\u0022\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Cfigcaption\u003E\u003Cspan class=\u0022caption\u0022\u003EGlobally, the costs of solar, onshore wind and EV batteries fell quickly over the first two decades of the 2000s.\u003C\/span\u003E \u003Ca class=\u0022source\u0022 href=\u0022https:\/\/www.ipcc.ch\/report\/ar6\/wg3\/chapter\/summary-for-policymakers\/#figure-spm-3\u0022\u003E\u003Cspan class=\u0022attribution\u0022\u003EIPCC 6th Assessment Report\u003C\/span\u003E\u003C\/a\u003E\u003C\/figcaption\u003E\u003C\/figure\u003E\u003Cp\u003EAnother energy management method is battery storage, which is just now \u003Ca href=\u0022https:\/\/www.eia.gov\/todayinenergy\/detail.php?id=64586\u0022\u003Ebeginning to take off\u003C\/a\u003E. Battery \u003Ca href=\u0022https:\/\/about.bnef.com\/insights\/commodities\/lithium-ion-battery-pack-prices-see-largest-drop-since-2017-falling-to-115-per-kilowatt-hour-bloombergnef\/\u0022\u003Ecosts have come down\u003C\/a\u003E enough in the past few years to make utility-scale battery storage cost-effective.\u003C\/p\u003E\u003Cp\u003E\u003Ciframe class=\u0022tc-infographic-datawrapper\u0022 style=\u0022border-width:0;\u0022 id=\u0022nX9Rl\u0022 src=\u0022https:\/\/datawrapper.dwcdn.net\/nX9Rl\/2\/\u0022 height=\u0022400px\u0022 width=\u0022100%\u0022 scrolling=\u0022no\u0022 frameborder=\u00220\u0022\u003E\u003C\/iframe\u003E\u003C\/p\u003E\u003Ch2\u003EWhat About Driving?\u003C\/h2\u003E\u003Cp\u003EIn the U.S., gasoline consumption has remained roughly constant but \u003Ca href=\u0022https:\/\/www.energy.gov\/eere\/vehicles\/articles\/fotw-1237-may-9-2022-fuel-economy-all-vehicle-classes-has-improved\u0022\u003Efuel efficiency has generally improved\u003C\/a\u003E over the decades.\u003C\/p\u003E\u003Cp\u003ESales of electric vehicle, which could cut emissions more, have been slow, however. Some of this could be due to the success of fracking: U.S. \u003Ca href=\u0022https:\/\/afdc.energy.gov\/data\/10324\u0022\u003Epetroleum production has increased\u003C\/a\u003E, and gasoline and diesel \u003Ca href=\u0022https:\/\/www.rff.org\/publications\/explainers\/gas-prices-101\/\u0022\u003Eprices have remained relatively low\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EPeople in other countries are switching \u003Ca href=\u0022https:\/\/www.virta.global\/global-electric-vehicle-market\u0022\u003Eto electric vehicles more rapidly\u003C\/a\u003E than in the U.S. as the cost of EVs has fallen. Chinese consumers can buy an entry-level EV for \u003Ca href=\u0022https:\/\/electrek.co\/2025\/04\/08\/byds-low-cost-seagull-ev-now-starts-under-8000-china\/\u0022\u003Eunder US$10,000\u003C\/a\u003E in China with the help of government subsidies, and the country \u003Ca href=\u0022https:\/\/www.iea.org\/reports\/global-ev-outlook-2025\/trends-in-electric-car-markets-2\u0022\u003Eleads the world in EV sales\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003EIn 2024, people in the U.S. bought \u003Ca href=\u0022https:\/\/www.iea.org\/reports\/global-ev-outlook-2025\/trends-in-electric-car-markets-2\u0022\u003E1.6 million EVs\u003C\/a\u003E, and global sales reached \u003Ca href=\u0022https:\/\/www.virta.global\/global-electric-vehicle-market\u0022\u003E17 million\u003C\/a\u003E, up 25% from the year before.\u003C\/p\u003E\u003Cp\u003E\u003Ciframe class=\u0022tc-infographic-datawrapper\u0022 style=\u0022border-width:0;\u0022 id=\u0022fSBGn\u0022 src=\u0022https:\/\/datawrapper.dwcdn.net\/fSBGn\/1\/\u0022 height=\u0022400px\u0022 width=\u0022100%\u0022 scrolling=\u0022no\u0022 frameborder=\u00220\u0022\u003E\u003C\/iframe\u003E\u003C\/p\u003E\u003Ch2\u003EThe Unknowns Ahead: What About Data Centers?\u003C\/h2\u003E\u003Cp\u003EThe construction of \u003Ca href=\u0022https:\/\/theconversation.com\/ais-ballooning-energy-consumption-puts-spotlight-on-data-center-efficiency-254192\u0022\u003Enew data centers\u003C\/a\u003E, in part to serve the explosive growth of artificial intelligence, is drawing a lot of attention to \u003Ca href=\u0022https:\/\/theconversation.com\/how-utilities-are-working-to-meet-ai-data-centers-voracious-appetite-for-electricity-240196\u0022\u003Efuture energy demand\u003C\/a\u003E and to the uncertainty ahead.\u003C\/p\u003E\u003Cp\u003EData centers are increasing electricity demand in some locations, such as \u003Ca href=\u0022https:\/\/www.npr.org\/2025\/07\/17\/nx-s1-5469933\/virginia-data-centers-residents-saying-no\u0022\u003Enorthern Virginia\u003C\/a\u003E, Dallas, Phoenix, Chicago and Atlanta. The future \u003Ca href=\u0022https:\/\/www.wri.org\/insights\/us-data-centers-electricity-demand\u0022\u003Eelectricity demand growth from data centers is still unclear\u003C\/a\u003E, though, meaning the effects of data centers on electric rates and power system emissions are also uncertain.\u003C\/p\u003E\u003Cp\u003EHowever, AI is not the only reason to watch for increased electricity demand: The U.S. can expect growing electricity demand for industrial processes and electric vehicles, as well as the overall transition from using oil and gas for heating and appliances \u003Ca href=\u0022https:\/\/www.nrel.gov\/analysis\/electrification-futures\u0022\u003Eto using electricity\u003C\/a\u003E that continues across the country.\u003C!-- Below is The Conversation\u0027s page counter tag. Please DO NOT REMOVE. --\u003E\u003Cimg style=\u0022border-color:!important;border-style:none;box-shadow:none !important;margin:0 !important;max-height:1px !important;max-width:1px !important;min-height:1px !important;min-width:1px !important;opacity:0 !important;outline:none !important;padding:0 !important;\u0022 src=\u0022https:\/\/counter.theconversation.com\/content\/268763\/count.gif?distributor=republish-lightbox-basic\u0022 alt=\u0022The Conversation\u0022 width=\u00221\u0022 height=\u00221\u0022 referrerpolicy=\u0022no-referrer-when-downgrade\u0022\u003E\u003C!-- End of code. If you don\u0027t see any code above, please get new code from the Advanced tab after you click the republish button. The page counter does not collect any personal data. More info: https:\/\/theconversation.com\/republishing-guidelines --\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EThis article is republished from \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\u0022\u003E\u003Cem\u003EThe Conversation\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E under a Creative Commons license. Read the \u003C\/em\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/how-the-us-cut-climate-changing-emissions-while-its-economy-more-than-doubled-268763\u0022\u003E\u003Cem\u003Eoriginal article\u003C\/em\u003E\u003C\/a\u003E\u003Cem\u003E.\u003C\/em\u003E\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"full_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ECountries around the world have been discussing the need to rein in climate change for three decades, yet global greenhouse gas emissions \u2013 and global temperatures with them \u2013 keep rising.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Countries around the world have been discussing the need to rein in climate change for three decades, yet global greenhouse gas emissions \u2013 and global temperatures with them \u2013 keep rising."}],"uid":"27469","created_gmt":"2025-11-06 17:17:39","changed_gmt":"2025-12-08 19:34:19","author":"Kristen Bailey","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2025-11-06T00:00:00-05:00","iso_date":"2025-11-06T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"678588":{"id":"678588","type":"image","title":"Wind power near Dodge City, Kan. Halbergman\/iStock\/Getty Images Plus","body":"\u003Cp\u003EWind power near Dodge City, Kan. \u003Ca href=\u0022https:\/\/www.gettyimages.com\/detail\/photo\/drone-shot-of-pick-up-truck-approaching-wind-royalty-free-image\/1287525883?phrase=road%20solar%20wind\u0026amp;searchscope=image,film\u0026amp;adppopup=true\u0022\u003EHalbergman\/iStock\/Getty Images Plus\u003C\/a\u003E\u003C\/p\u003E","created":"1762795118","gmt_created":"2025-11-10 17:18:38","changed":"1762795118","gmt_changed":"2025-11-10 17:18:38","alt":"Wind power near Dodge City, Kan. Halbergman\/iStock\/Getty Images Plus","file":{"fid":"262642","name":"file-20251104-56-f02oyt.jpg","image_path":"\/sites\/default\/files\/2025\/11\/10\/file-20251104-56-f02oyt.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/11\/10\/file-20251104-56-f02oyt.jpg","mime":"image\/jpeg","size":171900,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/11\/10\/file-20251104-56-f02oyt.jpg?itok=xs5XfgAn"}}},"media_ids":["678588"],"related_links":[{"url":"https:\/\/theconversation.com\/how-the-us-cut-climate-changing-emissions-while-its-economy-more-than-doubled-268763","title":"Read This Article on The Conversation"}],"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":"194701","name":"go-resarchnews"},{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"39531","name":"Energy and Sustainable Infrastructure"}],"news_room_topics":[{"id":"71911","name":"Earth and Environment"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Ch5\u003EAuthor:\u003C\/h5\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/theconversation.com\/profiles\/valerie-thomas-1633560\u0022\u003EValerie Thomas\u003C\/a\u003E, Professor of Industrial Engineering, \u003Ca href=\u0022https:\/\/theconversation.com\/institutions\/georgia-institute-of-technology-1310\u0022\u003E\u003Cem\u003EGeorgia Institute of Technology\u003C\/em\u003E\u003C\/a\u003E\u003C\/p\u003E\u003Ch5\u003EMedia Contact:\u003C\/h5\u003E\u003Cp\u003EShelley Wunder-Smith\u003Cbr\u003E\u003Ca href=\u0022mailto:shelley.wunder-smith@research.gatech.edu\u0022\u003Eshelley.wunder-smith@research.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}