{"693413":{"#nid":"693413","#data":{"type":"news","title":"Georgia Tech Researchers Develop a New Recipe for Better Molecular Imaging ","body":[{"value":"\u003Cdiv\u003E\u003Cp\u003E\u003Cem\u003EAndrei Fedorov and his team have found a way to take some of the guesswork out of mass spectrometry imaging (MSI), potentially giving scientists better tools to explore the molecules that influence our health.\u0026nbsp;\u003C\/em\u003E\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EA small sample of human tissue can hold a remarkable amount of information.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EResearchers can use it to search for molecular clues associated with cancer, investigate the chemical landscape of the brain, or determine where a drug travels after it enters the body. Mass spectrometry imaging, or MSI, helps answer those questions by mapping where different molecules are located within tissue.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EBut there\u0027s a catch. Despite MSI\u0027s sophisticated capabilities, finding the right conditions to get useful results can still require a considerable amount of trial and error. Georgia Tech professor \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/andrei-fedorov\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAndrei Fedorov\u003C\/a\u003E and Ph.D. student John Sentmanat are working to change that.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cMass spectrometry imaging is probably the most powerful tool to enable new discoveries in cell biology and protein biochemistry. It helps provide a direct insight not only to how the body works but also the underlying cause of disease,\u201d said Fedorov, Associate Chair for Graduate Studies and Rae S. and Frank H. Neely Chair in the \u003Ca href=\u0022https:\/\/www.me.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EGeorge W. Woodruff School of Mechanical Engineering\u003C\/a\u003E. \u201cBut the techniques for using it were evolving in a very empirical manner guided by experience and intuition. It\u2019s like shooting arrows in the dark.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn response to this barrier, the team has developed what Fedorov likens to a recipe, a framework designed to help researchers understand how different ingredients and conditions work together to produce the molecular information they want. Published in \u003Ca href=\u0022https:\/\/pubs.acs.org\/ancham\/article\/98\/39\/28617\/5431698\/Predicting-Outcomes-of-Impingement-Based-Mass\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003E\u003Cem\u003EAnalytical Chemistry\u003C\/em\u003E\u003C\/a\u003E, the approach could make MSI more predictable and give scientists a better starting point for developing new ways to study the molecular workings of the human body.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThis paper provides a very simple recipe that everyone can read and use. You don\u2019t need to be a chef, or in this case, be able to write complicated equations,\u201d Fedorov said. \u201cIt even allows you to come up with a new recipe using our model as the base.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThough the framework was designed to be accessible to researchers across the field, Fedorov and Sentmanat didn\u2019t set out to solve a problem for the scientific community \u2014 they were trying to solve one in their own lab.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EGathering Ingredients\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EIn 2020, Fedorov, who is also a faculty member in the \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/a\u003E, was awarded $1.2 million from the National Institutes of Health (NIH) for the development of a new imaging instrument that could change the study of tumor growth, disease progression, and cell function.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThe technology, called \u003Ca href=\u0022https:\/\/news.gatech.edu\/news\/2021\/01\/11\/new-instrument-will-uncover-structure-and-chemical-composition-sub-cell-scale\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EBeamMap\u003C\/a\u003E, has continued to develop with additional support from the \u003Ca href=\u0022https:\/\/cellmanufacturingusa.org\/\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003ENational Science Foundation Engineering Research Center for Cell Manufacturing Technologies\u003C\/a\u003E (CMaT), led in part by Georgia Tech. By bringing together multiple imaging techniques, including MSI, BeamMap allows researchers to study both the physical surface of a biological sample and its molecular makeup.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EWhile developing the instrument, Fedorov and Sentmanat encountered the same challenge that has made MSI difficult to optimize: Under some conditions, they successfully extracted the molecules they wanted to study. Under others, they damaged a sample without getting the information they needed. Rather than continue relying on trial and error, the team decided they needed a theory that could point them toward the right conditions.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cAs we continued developing the instrument, we realized we needed to develop a theory to identify the optimal operating conditions,\u201d Sentmanat said. \u201cWhat began as an effort to fine-tune our own technology led to a broader theory that can be applied to a wide range of other approaches.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003EWriting the Recipe\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ETo build the recipe, the team returned to the basic physics that determines when molecules leave a sample and become available for detection. They distilled those complex interactions into a simpler framework, then compared its predictions with experimental data from previously published studies. When the framework held up across different MSI approaches, the researchers realized the recipe could be useful well beyond their own lab.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cIt\u0027s all measurable data that any scientist in this field would be able to use,\u201d Fedorov said. \u201cIt\u2019s like having a magic tool that allows you, all of a sudden, not to be blind.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003ENext on the Menu\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFedorov sees the new framework as one step toward making MSI easier to understand and use. By giving researchers a better starting point for choosing how to operate an MSI system, the recipe could help them spend less time searching for the right conditions and more time using the technology to answer biological questions.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EThat could become increasingly important as medicine moves toward understanding disease and treatment at the molecular level.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cMore and more, physicians base their diagnoses on much more specific molecular information,\u201d Fedorov said. \u201cThe drugs of the future will not be this little pill that you will be given; they will be your own immune cells. Your diagnostic tools have to match that future.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EFor now, the framework is intended primarily as a tool for researchers. But by helping scientists make better use of technologies like MSI, Fedorov hopes the work can contribute to discoveries that ultimately improve how diseases are understood, detected, and treated.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Ch2\u003ESeason to Taste\u0026nbsp;\u003C\/h2\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003ELike any recipe, the framework leaves room for adjustment. The team deliberately simplified some of the complex physics behind MSI to make the framework practical for other researchers, which means it is designed to point them toward promising conditions rather than predict exactly what will happen in every experiment.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cThe theory provides a recipe that researchers can adapt by adding their own flavors,\u201d Sentmanat said. \u201cRather than prescribing an exact solution, it offers a framework for identifying the right ingredients and refining the conditions to achieve the best results.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003EResearchers can adapt that starting point to their own instruments, samples, and questions. What began as an effort to improve \u003Ca href=\u0022https:\/\/doi.org\/10.21203\/rs.3.rs-8832802\/v1\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EBeamMap\u003C\/a\u003E could ultimately help others refine existing MSI technologies or develop new approaches of their own.\u0026nbsp;\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E\u003Cdiv\u003E\u003Cp\u003E\u201cIt\u2019s kind of empowering.\u201d\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003E\u003Cp\u003EResearchers can use a small sample of human tissue to search for molecular clues associated with cancer, investigate the chemical landscape of the brain, or determine where a drug travels after it enters the body. Mass spectrometry imaging, or MSI, helps answer those questions by mapping where different molecules are located within tissue.\u0026nbsp;But there\u0027s a catch. Despite MSI\u0027s sophisticated capabilities, finding the right conditions to get useful results can still require a considerable amount of trial and error. Georgia Tech professor \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/andrei-fedorov\u0022 rel=\u0022noreferrer noopener\u0022 target=\u0022_blank\u0022\u003EAndrei Fedorov\u003C\/a\u003E and Ph.D. student John Sentmanat are working to change that.\u0026nbsp;\u003C\/p\u003E\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Andrei Fedorov and his team have found a way to take some of the guesswork out of mass spectrometry imaging (MSI), potentially giving scientists better tools to explore the molecules that influence our health. "}],"uid":"36479","created_gmt":"2026-10-22 18:59:06","changed_gmt":"2026-10-26 13:05:01","author":"abowman41","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-22T00:00:00-04:00","iso_date":"2026-10-22T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681519":{"id":"681519","type":"image","title":"Fedorov_AnalyticalChemistry_CoverArt1.jpg","body":"\u003Cdiv\u003E\u003Cdiv\u003EThe impact of a high-energy droplet provides enough force to eject molecules from the sample, illustrating the more active extraction process examined in the study. \u003Cem\u003EImage courtesy of Analytical Chemistry.\u003C\/em\u003E\u003C\/div\u003E\u003C\/div\u003E","created":"1792695570","gmt_created":"2026-10-22 18:59:30","changed":"1792695570","gmt_changed":"2026-10-22 18:59:30","alt":"Illustration of a blue droplet striking a biological sample and ejecting molecules from the surface.","file":{"fid":"265931","name":"_0000_CoverArtV4.jpg","image_path":"\/sites\/default\/files\/2026\/10\/22\/_0000_CoverArtV4.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/22\/_0000_CoverArtV4.jpg","mime":"image\/jpeg","size":160058,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/22\/_0000_CoverArtV4.jpg?itok=XRqbMGOn"}},"681520":{"id":"681520","type":"image","title":"Fedorov_AnalyticalChemistry_CoverArt2.jpg","body":"\u003Cdiv\u003EIn this illustration, molecules move from the sample into a liquid through favorable molecular interactions, representing the gentler of the two extraction processes examined in the study. \u003Cem\u003EImage courtesy of Analytical Chemistry.\u003C\/em\u003E\u003C\/div\u003E","created":"1792695570","gmt_created":"2026-10-22 18:59:30","changed":"1792695570","gmt_changed":"2026-10-22 18:59:30","alt":"Illustration of blue liquid droplets interacting with molecules on the surface of a biological sample.","file":{"fid":"265932","name":"_0001_CoverArtV4.jpg","image_path":"\/sites\/default\/files\/2026\/10\/22\/_0001_CoverArtV4.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/10\/22\/_0001_CoverArtV4.jpg","mime":"image\/jpeg","size":159942,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/10\/22\/_0001_CoverArtV4.jpg?itok=K6o9kuhx"}}},"media_ids":["681519","681520"],"groups":[{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"145","name":"Engineering"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"}],"keywords":[{"id":"188776","name":"go-research"},{"id":"187915","name":"go-researchnews"},{"id":"98751","name":"College of Engineering; George W. Woodruff School of Mechanical Engineering"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EAshlie Bowman | Communications Manager\u003C\/p\u003E\u003Cp\u003EParker H. Petit Institute for Bioengineering and Bioscience\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"693140":{"#nid":"693140","#data":{"type":"news","title":"IceCube Founder Awarded 2026 Nobel Prize in Physics","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EFor Georgia Tech physicists, this year\u2019s Nobel Prize in Physics recognizes decades of work that helped establish neutrino astronomy as a new way to study the universe.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cstrong\u003EFrancis Halzen\u003C\/strong\u003E,\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003Eprincipal investigator of the NSF IceCube Neutrino Observatory and a professor at the University of Wisconsin-Madison, was honored by the Royal Swedish Academy of Sciences for his \u201c\u003Ca href=\u0022https:\/\/www.nobelprize.org\/prizes\/physics\/2026\/press-release\/\u0022\u003Edecisive contributions to IceCube and the discovery of high-energy neutrinos of astrophysical origin\u003C\/a\u003E.\u201d\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cFrancis proposed building a neutrino telescope in Antarctic ice, and along with his collaborators, he proved that it is possible to detect neutrinos in this challenging environment,\u201d says\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/ignacio-taboada\u0022\u003E\u003Cstrong\u003EIgnacio Taboada\u003C\/strong\u003E\u003C\/a\u003E, professor in the School of Physics and former spokesperson for the IceCube Collaboration. \u201cIceCube was a technological tour de force, and its success is now recognized by this Nobel Prize. The award energizes the nascent field of neutrino astronomy.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/a.-nepomuk-otte\u0022\u003E\u003Cstrong\u003EA. Nepomuk Otte\u003C\/strong\u003E\u003C\/a\u003E, professor in the School of Physics, describes the impact of IceCube\u2019s results as \u201cbreathtaking.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cWhat we are witnessing is the opening of an entirely new window into the universe, providing us with a unique view of the most violent astrophysical objects and allowing us to study the elusive nature of neutrinos,\u201d says Otte. \u201cI am extremely excited about the prospects of pushing to even higher energies and deeper into the universe with the next generation of neutrino experiments planned at Georgia Tech and around the world.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EIceCube is a giant neutrino telescope located at the South Pole. Envisioned by Halzen in the late 1980s and completed in 2011, the instrument detects neutrinos, tiny high-energy particles that travel through the universe and rarely interact with matter. Scientists study neutrinos to better understand phenomena such as supermassive black holes and exploding stars.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EGeorgia Tech has been a member of the IceCube Collaboration since 2008. The collaboration includes more than 400 physicists from 58 institutions in 14 countries.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EGeorgia Tech researchers continue to shape neutrino astronomy by contributing to next-generation observatories. Taboada leads the design of the trigger system for the\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/news\/scientists-awarded-15m-next-gen-underwater-neutrino-observatory\u0022\u003EPacific Ocean Neutrino Experiment (P-ONE) Observatory\u003C\/a\u003E, and Otte is the principal investigator of the NSF-funded\u0026nbsp;\u003Ca href=\u0022https:\/\/news.gatech.edu\/news\/2023\/11\/16\/physicists-focus-neutrinos-new-telescope\u0022\u003ETrinity Neutrino Observatory\u003C\/a\u003E in Utah.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EFor Georgia Tech physicists, this year\u2019s Nobel Prize in Physics recognizes decades of work that helped establish neutrino astronomy as a new way to understand the universe.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"For Georgia Tech physicists, this year\u2019s Nobel Prize in Physics recognizes decades of work that helped establish neutrino astronomy as a new way to understand the universe."}],"uid":"36583","created_gmt":"2026-10-07 21:17:10","changed_gmt":"2026-10-09 14:06:25","author":"lvidal7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-10-08T00:00:00-04:00","iso_date":"2026-10-08T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"671071":{"id":"671071","type":"image","title":"An artist\u0027s impression of neutrino emission from the Galactic plane, and IceCube Lab at the South Pole. (IceCube\/NSF. Original photo by Martin Wolf)","body":"\u003Cp\u003EAn artist\u0027s impression of neutrino emission from the Galactic plane, and IceCube Lab at the South Pole. (IceCube\/NSF. Original photo by Martin Wolf)\u003C\/p\u003E\r\n","created":"1688061107","gmt_created":"2023-06-29 17:51:47","changed":"1688061107","gmt_changed":"2023-06-29 17:51:47","alt":"An artist\u0027s impression of neutrino emission from the Galactic plane","file":{"fid":"254069","name":"ICL_GP_neutrinos.png","image_path":"\/sites\/default\/files\/2023\/06\/29\/ICL_GP_neutrinos.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2023\/06\/29\/ICL_GP_neutrinos.png","mime":"image\/png","size":4168188,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2023\/06\/29\/ICL_GP_neutrinos.png?itok=VHe8WL7X"}}},"media_ids":["671071"],"related_links":[{"url":"https:\/\/news.gatech.edu\/news\/2023\/11\/16\/physicists-focus-neutrinos-new-telescope","title":"Physicists Focus on Neutrinos With New Telescope "},{"url":"https:\/\/physics.gatech.edu\/news\/scientists-awarded-15m-next-gen-underwater-neutrino-observatory","title":"Scientists Awarded $1.5M for Next-Gen Underwater Neutrino Observatory"},{"url":"https:\/\/icecube.wisc.edu\/","title":"IceCube Neutrino Observatory"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"175788","name":"Nobel Prize in Physics"},{"id":"11442","name":"neutrinos"}],"core_research_areas":[],"news_room_topics":[{"id":"71911","name":"Earth and Environment"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EWriter: Lindsay C. Vidal\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692179":{"#nid":"692179","#data":{"type":"news","title":"New Center Seeks to Unlock the Science of Turbulence for Energy, Flight, and Discovery","body":[{"value":"\u003Cp\u003EMost people know turbulence as the force that can make airplane flights bumpy. Scientists recognize it as one of the most important, yet unsolved, problems in physics.\u003C\/p\u003E\u003Cp\u003EDespite decades of research, the chaotic nature of turbulence makes it difficult to predict and control. This challenge impedes more than smoother air travel. Solving the turbulence problem could lead to advances in areas ranging from sustainable energy to training a smarter workforce for the era of artificial intelligence (AI).\u003C\/p\u003E\u003Cp\u003ETo advance understanding of turbulence, the National Science Foundation is establishing a new, $30 million Science and Technology Center (\u003Ca href=\u0022https:\/\/www.nsf.gov\/news\/nsf-launches-three-new-science-technology-centers-90m\u0022\u003ESTC\u003C\/a\u003E) at Michigan State University. Georgia Tech is among eight universities supporting the center.\u003C\/p\u003E\u003Cp\u003EAssistant Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/tangqi.github.io\/\u0022\u003EQi Tang\u003C\/a\u003E will join the STC for Transformative Explorations in Multi-Physics and Engineering of Scientific Turbulence (\u003Ca href=\u0022https:\/\/tempest-stc.msu.edu\/\u0022\u003ETEMPEST\u003C\/a\u003E). TEMPEST, launching on Sept. 1, aims to build trustworthy, predictive models of real-world turbulence.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETang will lead TEMPEST\u2019s modeling and scientific machine learning (ML) efforts. NSF will fund Tang and Georgia Tech with over $1 million from the center\u2019s five-year, $30 million award.\u003C\/p\u003E\u003Cp\u003EBy understanding and predicting turbulence, TEMPEST can unlock new applications, with a focus on fusion energy and national security. The center will also generate long-term research projects with applications in air and space flight, manufacturing, chemistry, and broaden science education and AI fluency.\u003C\/p\u003E\u003Cp\u003E\u201cTurbulence has resisted prediction for a century,\u201d said Tang, a faculty member in the\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E (CSE).\u003C\/p\u003E\u003Cp\u003E\u201cSTC TEMPEST aims to develop a unified, predictive science that advances fusion energy, improves hypersonic technologies, and deepens our understanding of how stars created the elements that make up our world and ourselves. For everyday people, the center points toward abundant clean energy and faster, more efficient flight.\u0022\u003C\/p\u003E\u003Cp\u003ETurbulence is the motion of a fluid characterized by chaotic changes in pressure and speed. Turbulent flows can occur across all scales, from interactions between subatomic particles to astrophysical scales, including supernovas, black holes, and cosmic rays.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EWhile turbulent flows are common and occur naturally, scientists still do not fully understand them. Small changes in a turbulent flow can produce dramatically different outcomes. Combined with the countless interactions across multiple scales of time and space, this makes turbulence extraordinarily difficult to predict.\u003C\/p\u003E\u003Cp\u003E\u201cRather than studying individual pieces of this enormously complex problem in isolation, we are bringing together theory, experimentation, computation and artificial intelligence to develop a deeper understanding of turbulence across scales,\u201d\u0026nbsp;\u003Ca href=\u0022https:\/\/msutoday.msu.edu\/news\/2026\/08\/nsf-grant-turbulence-research-center\u0022\u003Esaid Michael Murillo\u003C\/a\u003E, an MSU professor and the director of TEMPEST.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cOur goal is not simply to understand turbulence better, but to make it predictable and controllable in ways that will enable new technologies and scientific discoveries.\u201d\u003C\/p\u003E\u003Cp\u003EThe NSF TEMPEST award supports students and researchers at Michigan State University,\u0026nbsp;\u003Ca href=\u0022https:\/\/wire.auburn.edu\/content\/cosam\/2026\/08\/261600-nsf-turbulence-center.php?utm_source=auburn-today\u0026amp;utm_medium=web\u0022\u003EAuburn University\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/news.web.baylor.edu\/news\/story\/2026\/baylor-astrophysicists-among-partners-30-million-nsf-grant-establish-turbulence\u0022\u003EBaylor University\u003C\/a\u003E, Georgia Tech,\u0026nbsp;\u003Ca href=\u0022https:\/\/blogs.sjsu.edu\/newsroom\/2026\/sjsu-researchers-join-30m-nsf-science-and-technology-center-to-tackle-turbulence\/\u0022\u003ESan Jos\u00e9 State University\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.tamucc.edu\/news\/2026\/08\/images\/tamu-cc-researcher-to-be-part-of-nsf-funded-turbulence-research-center.php\u0022\u003ETexas A\u0026amp;M University-Corpus Christi\u003C\/a\u003E,\u0026nbsp;\u003Ca href=\u0022https:\/\/www.rochester.edu\/newscenter\/nsf-funded-tempest-turbulence-research-center-716372\/\u0022\u003EUniversity of Rochester\u003C\/a\u003E, and\u0026nbsp;\u003Ca href=\u0022https:\/\/news.yale.edu\/2026\/08\/28\/tempest-collaboration-will-take-turbulence\u0022\u003EYale University\u003C\/a\u003E to combine theory, computation, AI techniques, and experimentation to build trustworthy predictive models of real-world turbulence for high-consequence applications.\u003C\/p\u003E\u003Cp\u003EAdditional partners include Los Alamos National Laboratory, Sandia National Laboratories, Lawrence Livermore National Laboratory, Pacific Fusion, and General Atomics.\u003C\/p\u003E\u003Cp\u003ETogether, TEMPEST researchers will build more accurate and reliable physics-grounded models. The center will test new ideas against real-world observations, then use those results to refine the models.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ETang contributes expertise in ML, scientific computing, and plasma physics to STC TEMPEST.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EEarlier this year, Tang received an \u003Ca href=\u0022https:\/\/www.cc.gatech.edu\/news\/department-energy-award-power-nuclear-research-machine-learning\u0022\u003EEarly Career Research award\u003C\/a\u003E from the Department of Energy\u2019s Office of Science. He is using the award to build ML and data science tools that help scientists analyze massive datasets from fusion experiments and simulations.\u003C\/p\u003E\u003Cp\u003EThis interdisciplinary approach is intended to move science from understanding why turbulence behaves as it does to predicting how it will behave. Through prediction and simulation, scientists could eventually engineer solutions to control turbulence in real-world scenarios.\u003C\/p\u003E\u003Cp\u003EThe center will make its data and software broadly available and engage the public through museum exhibitions, immersive media, and educational programs that are expected to reach more than 10,000 K-12 students annually. TEMPEST will also help train an AI-fluent scientific workforce prepared to tackle complex problems across disciplines.\u003C\/p\u003E\u003Cp\u003E\u201cOne reason I am excited to work in TEMPEST is because it aligns perfectly with our School of CSE mission. As a discipline, CSE complements theory and experimentation as a mode of scientific discovery,\u201d Tang said.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe build computational models to simulate scientific and engineering concepts, like turbulence in this case, so that we can test theories that are too difficult, expensive, or risky for physical experiments.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003ETo advance understanding of turbulence, the National Science Foundation is establishing a new, $30 million Science and Technology Center (\u003Ca href=\u0022https:\/\/www.nsf.gov\/news\/nsf-launches-three-new-science-technology-centers-90m\u0022\u003ESTC\u003C\/a\u003E) at Michigan State University. Georgia Tech is among eight universities supporting the center.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"To advance understanding of turbulence, the National Science Foundation is establishing a new, $30 million Science and Technology Center (STC) at Michigan State University. Georgia Tech is among eight universities supporting the center."}],"uid":"36319","created_gmt":"2026-09-01 16:21:43","changed_gmt":"2026-09-10 19:00:07","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-09-01T00:00:00-04:00","iso_date":"2026-09-01T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"681026":{"id":"681026","type":"image","title":"TEMPEST-Head-Image.png","body":null,"created":"1788279712","gmt_created":"2026-09-01 16:21:52","changed":"1788279712","gmt_changed":"2026-09-01 16:21:52","alt":"TEMPEST Supernova","file":{"fid":"265373","name":"TEMPEST-Head-Image.png","image_path":"\/sites\/default\/files\/2026\/09\/01\/TEMPEST-Head-Image.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/01\/TEMPEST-Head-Image.png","mime":"image\/png","size":900620,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/01\/TEMPEST-Head-Image.png?itok=SqyzW4L4"}},"681027":{"id":"681027","type":"image","title":"Collapsing-Star.png","body":null,"created":"1788281400","gmt_created":"2026-09-01 16:50:00","changed":"1788281400","gmt_changed":"2026-09-01 16:50:00","alt":"TEMPEST Collapsing Star","file":{"fid":"265375","name":"Collapsing-Star.png","image_path":"\/sites\/default\/files\/2026\/09\/01\/Collapsing-Star.png","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/09\/01\/Collapsing-Star.png","mime":"image\/png","size":169940,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/09\/01\/Collapsing-Star.png?itok=GAu9n5Pu"}}},"media_ids":["681026","681027"],"groups":[{"id":"1188","name":"Research Horizons"}],"categories":[{"id":"136","name":"Aerospace"},{"id":"194606","name":"Artificial Intelligence"},{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"42911","name":"Education"},{"id":"144","name":"Energy"},{"id":"145","name":"Engineering"},{"id":"132","name":"Institute Leadership"},{"id":"194685","name":"Manufacturing"},{"id":"147","name":"Military Technology"},{"id":"194610","name":"National Interests\/National Security"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"9153","name":"Research Horizons"},{"id":"187915","name":"go-researchnews"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"9167","name":"machine learning"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"195119","name":"applied physics"},{"id":"4079","name":"astrophysics"},{"id":"2082","name":"aerospace engineering"},{"id":"186858","name":"go-sei"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39461","name":"Manufacturing, Trade, and Logistics"},{"id":"39481","name":"National Security"},{"id":"193657","name":"Space Research Initiative"}],"news_room_topics":[{"id":"71881","name":"Science and Technology"}],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692032":{"#nid":"692032","#data":{"type":"news","title":"Open Source, Big Ideas: Scientific Computing Community Heading to Georgia Tech","body":[{"value":"\u003Cp\u003EBefore building a fusion reactor, designing a new aircraft, or forecasting tsunamis, scientists and engineers test their ideas using computer simulations. The people who create and use the software that powers these simulations are meeting in Atlanta this fall to share best practices and improve their tools.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech is hosting the 2026 MFEM (Modular Finite Element Methods) Community Workshop, Sept. 22-25. MFEM supports research in computational physics, earth systems modeling, engineering, energy, and other fields.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe four-day\u0026nbsp;\u003Ca href=\u0022https:\/\/mfem.org\/workshop\/\u0022\u003Eworkshop\u003C\/a\u003E is being held at the\u0026nbsp;Georgia Tech Global Learning Center and will focus on improving software for scientific computing and discovery. Participants can also attend online. \u003Ca href=\u0022https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSc95PhC-tyb2V63iEtp7Dto6P8odbePLJl7Ok26cffsGegNtg\/viewform\u0022\u003ERegistration\u003C\/a\u003E for the workshop is open through Sept. 11.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cWe\u0027re very excited and grateful for the opportunity to have this workshop at Georgia Tech,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/people.llnl.gov\/kolev1\u0022\u003ETzanio Kolev\u003C\/a\u003E, a computational mathematician at Lawrence Livermore National Laboratory (LLNL).\u003C\/p\u003E\u003Cp\u003E\u201cGeorgia Tech has a great reputation in our field, and \u003Ca href=\u0022https:\/\/computing.llnl.gov\/about\/newsroom\/mfem-workshop-2025\u0022\u003Ehosting at universities\u003C\/a\u003E is a great way to connect with students. We see students as our future colleagues who will improve MFEM for generations to come.\u201d\u003C\/p\u003E\u003Cp\u003EMFEM is an open-source software library for solving equations in computational models. Scientists and engineers use it to build and test virtual designs on some of the world\u2019s most powerful supercomputers before creating real-world prototypes.\u003C\/p\u003E\u003Cp\u003EIn fact, MFEM powered a tsunami early-warning model that ran on\u0026nbsp;\u003Ca href=\u0022https:\/\/www.llnl.gov\/news\/highlights\/el-capitan-high-performance-computing\u0022\u003EEl Capitan\u003C\/a\u003E, the world\u2019s second-fastest supercomputer. The framework completed a simulation in a fraction of a second, 10 billion times faster than conventional algorithms. Kolev was part of the team that won the\u0026nbsp;\u003Ca href=\u0022https:\/\/www.llnl.gov\/article\/53636\/llnl-ut-ucsd-win-gordon-bell-prize-exascale-tsunami-forecasting\u0022\u003E2025 Gordon Bell Prize\u003C\/a\u003E for the project.\u003C\/p\u003E\u003Cp\u003EMFEM\u2019s impact extends beyond its original developers. The AWS Center for Quantum Computing uses the software as the foundation for a tool called\u0026nbsp;\u003Ca href=\u0022https:\/\/aws.amazon.com\/blogs\/quantum-computing\/aws-releases-open-source-software-palace-for-cloud-based-electromagnetics-simulations-of-quantum-computing-hardware\/\u0022\u003EPalace\u003C\/a\u003E. This project runs 3D electromagnetic simulations to aid in the design of quantum computing hardware.\u003C\/p\u003E\u003Cp\u003E\u201cThese workshops have been very beneficial for both the broader user community and also for MFEM developers,\u201d said Kolev.\u003C\/p\u003E\u003Cp\u003E\u201cEvery workshop, we are surprised by the ways people are building on our work, seeing what incredible, interesting, amazing things they do with it.\u201d\u003C\/p\u003E\u003Cp\u003ENext month\u2019s workshop at Georgia Tech will connect MFEM users and developers from national laboratories, academia, government, and industry.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe United Kingdom Atomic Energy Authority joins LLNL and Georgia Tech in sponsoring this year\u2019s workshop. Nearly 20 scientists from Department of Energy (DOE) laboratories are attending in person. They represent LLNL, Los Alamos National Laboratory, Princeton Plasma Physics Laboratory, and the Naval Nuclear Laboratory.\u003C\/p\u003E\u003Cp\u003EThe workshop\u2019s first day features a free, hybrid tutorial.\u0026nbsp;\u003Ca href=\u0022https:\/\/hpcic.llnl.gov\/\u0022\u003ELLNL\u2019s High Performance Computing Innovation Center\u003C\/a\u003E will lead the tutorial, helping new users get started with MFEM and learn what the software can do. The tutorial\u0026nbsp;\u003Ca href=\u0022https:\/\/llnlfed.webex.com\/webappng\/sites\/llnlfed\/meeting\/register\/8ebcc46f456b4ad18d9a52681e65dbc4?ticket=4832534b00000007c5b494f01c941f17a12a8cd43c82453c4f35f60a3648a272a8d8a99672c47aa6\u0026amp;timestamp=1787231662277\u0026amp;RGID=rb48e17ed4f10072dffdae65cdeffe44f\u0026amp;isAutoPopRegisterForm=false\u0022\u003Erequires separate registration\u003C\/a\u003E for virtual participants.\u003C\/p\u003E\u003Cp\u003EThe workshop will also host a simulation and visualization contest. Participants can submit images and videos of simulations using MFEM, which will be posted in a\u0026nbsp;\u003Ca href=\u0022https:\/\/mfem.org\/gallery\/\u0022\u003Egallery\u003C\/a\u003E. The workshop organizers will select an overall winner.\u003C\/p\u003E\u003Cp\u003EFurther workshop activities include:\u003C\/p\u003E\u003Cul\u003E\u003Cli data-list-item-id=\u0022ee31916319061709fa9a28fec836fd3bf\u0022\u003EMFEM news and roadmap for future projects\u003C\/li\u003E\u003Cli data-list-item-id=\u0022edce38a0a18d98d1d7fa524b78a89e1f8\u0022\u003ETalks from application developers\u003C\/li\u003E\u003Cli data-list-item-id=\u0022ed8c28becfd96baa3239b50eb0c1330d7\u0022\u003EStudent-user lightning talks\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e11e59f4f20a8a56dee6c6eafabc7390e\u0022\u003EIn-person poster sessions\u003C\/li\u003E\u003Cli data-list-item-id=\u0022e43fcdf35c0105418070457776f42b786\u0022\u003EOffice hours with MFEM experts\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003EThe MFEM workshop highlights the role open-source software plays in scientific discovery.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBy making tools freely available, researchers can build on each other\u2019s work rather than starting from scratch. This shared approach can accelerate innovation, improve software, and make advanced computing tools accessible to a wider community.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech hosts a\u0026nbsp;\u003Ca href=\u0022https:\/\/ssecenter.cc.gatech.edu\/\u0022\u003ECenter for Scientific Software Engineering\u003C\/a\u003E and an\u0026nbsp;\u003Ca href=\u0022https:\/\/ospo.cc.gatech.edu\/\u0022\u003EOpen-Source Program Office\u003C\/a\u003E. This year\u2019s workshop connects these units with the MFEM community to help put the software into the hands of more researchers across science and engineering.\u003C\/p\u003E\u003Cp\u003E\u201cThe MFEM workshop aims to foster collaboration among all MFEM users and developers,\u201d said\u0026nbsp;\u003Ca href=\u0022https:\/\/tangqi.github.io\/\u0022\u003EQi Tang\u003C\/a\u003E, a workshop organizer and assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/cse.gatech.edu\/\u0022\u003ESchool of Computational Science and Engineering\u003C\/a\u003E.\u003C\/p\u003E\u003Cp\u003E\u201cHosting its annual community workshop brings researchers from DOE laboratories, universities, and industry to campus, giving Georgia Tech faculty and students direct access to experts from the field.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EBefore building a fusion reactor, designing a new aircraft, or forecasting tsunamis, scientists and engineers test their ideas using computer simulations. The people who create and use the software that powers these simulations are meeting in Atlanta this fall to share best practices and improve their tools.\u003C\/p\u003E\u003Cp\u003EGeorgia Tech is hosting the 2026 MFEM (Modular Finite Element Methods) Community Workshop, Sept. 22-25. MFEM supports research in computational physics, earth systems modeling, engineering, energy, and other fields.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe four-day\u0026nbsp;\u003Ca href=\u0022https:\/\/mfem.org\/workshop\/\u0022\u003Eworkshop\u003C\/a\u003E is being held at the\u0026nbsp;Georgia Tech Global Learning Center and will focus on improving software for scientific computing and discovery. Participants can also attend online. \u003Ca href=\u0022https:\/\/docs.google.com\/forms\/d\/e\/1FAIpQLSc95PhC-tyb2V63iEtp7Dto6P8odbePLJl7Ok26cffsGegNtg\/viewform\u0022\u003ERegistration\u003C\/a\u003E for the workshop is open through Sept. 11.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"Georgia Tech is hosting the 2026 MFEM (Modular Finite Element Methods) Community Workshop, Sept. 22-25. MFEM supports research in computational physics, earth systems modeling, engineering, energy, and other fields. "}],"uid":"36319","created_gmt":"2026-08-26 13:00:40","changed_gmt":"2026-09-02 19:07:14","author":"Bryant Wine","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-26T00:00:00-04:00","iso_date":"2026-08-26T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680984":{"id":"680984","type":"image","title":"Story-Head-Image.jpg","body":null,"created":"1787749313","gmt_created":"2026-08-26 13:01:53","changed":"1787749313","gmt_changed":"2026-08-26 13:01:53","alt":"MFEM Workshop at Georgia Tech","file":{"fid":"265328","name":"Story-Head-Image.jpg","image_path":"\/sites\/default\/files\/2026\/08\/26\/Story-Head-Image.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/26\/Story-Head-Image.jpg","mime":"image\/jpeg","size":241530,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/26\/Story-Head-Image.jpg?itok=cz6fGC8C"}},"680985":{"id":"680985","type":"image","title":"mfem-workshop-2025-comp-news-01-alt.png","body":null,"created":"1787749441","gmt_created":"2026-08-26 13:04:01","changed":"1787749441","gmt_changed":"2026-08-26 13:04:01","alt":"2025 MFEM Workshop Portland State 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Sciences"},{"id":"135","name":"Research"},{"id":"133","name":"Special Events and Guest Speakers"}],"keywords":[{"id":"654","name":"College of Computing"},{"id":"166983","name":"School of Computational Science and Engineering"},{"id":"187915","name":"go-researchnews"},{"id":"9153","name":"Research Horizons"},{"id":"10199","name":"Daily Digest"},{"id":"181991","name":"Georgia Tech News Center"},{"id":"170447","name":"Institute for Data Engineering and Science"},{"id":"9167","name":"machine learning"},{"id":"187812","name":"artificial intelligence (AI)"},{"id":"192863","name":"go-ai"},{"id":"194384","name":"Tech AI"},{"id":"192249","name":"cos-community"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39531","name":"Energy and Sustainable Infrastructure"},{"id":"39501","name":"People and Technology"},{"id":"39541","name":"Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EBryant Wine, Communications Officer\u003Cbr\u003E\u003Ca href=\u0022mailto:bryant.wine@cc.gatech.edu\u0022\u003Ebryant.wine@cc.gatech.edu\u003C\/a\u003E\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"692127":{"#nid":"692127","#data":{"type":"news","title":"Tiny Motors, Big Structures: Kolvin Awarded NSF CAREER Grant for Soft Materials Research","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EOur bodies build remarkably complex structures from tiny protein fibers, forming tissues, tendons, muscles, and organs. Scientists can recreate many of these biological building blocks in the lab, but controlling how they organize themselves into larger assemblies remains one of the most fundamental challenges in soft materials research.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EGeorgia Tech\u2019s\u0026nbsp;\u003Ca href=\u0022https:\/\/research.gatech.edu\/people\/itamar-kolvin\u0022\u003E\u003Cstrong\u003EItamar Kolvin\u003C\/strong\u003E\u003C\/a\u003E is aiming to solve that problem using molecular motors powered by tiny chemical reactions, giving researchers a new way to guide how fibers assemble into larger structures in the lab. The work could open the door to advances in wound healing, artificial tissues, and organ repair.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ENow, Kolvin, an assistant professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E, has been\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nsf.gov\/awardsearch\/show-award?AWD_ID=2541531\u0022\u003Eawarded a $747,000 CAREER grant\u003C\/a\u003E from the National Science Foundation (NSF) to support this research.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe NSF Faculty Early Career Development Program is a five-year grant designed to help promising researchers establish a foundation for a lifetime of leadership in their field. Known as CAREER awards, the grants are NSF\u2019s most prestigious funding for early-career faculty.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe CAREER award is a crucial opportunity to push this research forward,\u201d says Kolvin. \u201cNSF plays a critical role in advancing science, and we wouldn\u2019t be able to do our work without their support.\u0026nbsp;I\u2019m incredibly grateful for their commitment to advancing science.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EMicroscopic Motorboats\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EWhile the body naturally assembles these fibers, their small size makes protein filaments difficult to control in a lab setting. Without guidance, the materials grow randomly, creating weak and disorganized structures. But Kolvin has found that exposing the filaments to controlled fluid flows can help them grow in predictable ways.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThat\u2019s where Kolvin\u2019s molecular motors come in. He attaches the motors to rod-shaped particles called microtubules, transforming the otherwise inert particles into microscopic motorboats. Powered by chemical reactions, the microtubules move through the fluid and generate tiny currents. Those currents guide the suspended protein filaments, directing how they align and assemble.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ELike sticks in a stream, the current helps the protein filaments align with the flow around them. When millions of filaments interact in this way, they can form bundles, clusters, and large-scale networks.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cHow do these rods align, when do they tangle, and when do they form networks?\u201d Kolvin asks. \u201cI\u2019m interested in learning how we may be able to predict and ultimately control that behavior in order to direct the ways these structures can grow.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EFlexible Filaments\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EKolvin\u2019s earlier work has already shown success with actin, the filaments responsible for building muscles. When suspended in fluid, the molecular motors helped actin fibers bundle together and form a membrane-like structure.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EWhile that work demonstrated that molecular motors could influence assembly, Kolvin now aims to create a more dynamic, tunable system. Actin is limited, he explains, because of its simple rod-like shape, lack of rigidity, and because its bonds become permanent once the fibers bundle together.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EHe believes the more rigid, helix-shaped flagella in this new work will offer a wider range of opportunities. \u201cThe shape and rigidity of flagella expand the variety of patterns they can form,\u201d he explains. \u201cThese new structures could have different applications.\u201d\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003EToward Tunable Materials\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EThrough molecular engineering, the \u003Ca href=\u0022https:\/\/sites.gatech.edu\/ikolvinlab\/\u0022\u003EKolvin Lab\u003C\/a\u003E creates flagella that are temperature-sensitive, meaning that they can make and unmake bonds at different temperatures. This property might be key in creating a system that could be assembled and disassembled on demand.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis could make it possible to tune materials in real-time by warming or cooling the system,\u0022 Kolvin explains.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EBy combining molecular motors with temperature-sensitive protein fibers, Kolvin aims to create systems that can be predictably shaped, assembled, and disassembled on demand, opening the door to new possibilities for tissue engineering and regenerative medicine.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe work could also help answer long-standing problems in physics about active matter and collective behavior, revealing how flow and shape influence the way millions of microscopic building blocks align, pack, and assemble into complex materials.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis CAREER award provides an exciting opportunity to pursue new ideas and tackle difficult, far-reaching questions,\u201d Kolvin says. \u201cI\u2019m looking forward to seeing where this research leads in the years ahead.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cdiv\u003EThe grant will support Kolvin\u2019s research using molecular motors powered by chemical reactions to direct how protein fibers assemble into larger structures in the lab. The work could open the door to advances in wound healing, artificial tissues, and organ repair.\u003C\/div\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The work could open the door to advances in wound healing, artificial tissues, and organ repair."}],"uid":"35599","created_gmt":"2026-08-31 16:26:21","changed_gmt":"2026-08-31 19:06:53","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-31T00:00:00-04:00","iso_date":"2026-08-31T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679224":{"id":"679224","type":"image","title":"Itamar Kolvin","body":"\u003Cp\u003EItamar Kolvin\u003C\/p\u003E","created":"1770657296","gmt_created":"2026-02-09 17:14:56","changed":"1770657296","gmt_changed":"2026-02-09 17:14:56","alt":"Itamar Kolvin","file":{"fid":"263357","name":"Itamar-Kolvin.jpeg","image_path":"\/sites\/default\/files\/2026\/02\/09\/Itamar-Kolvin_0.jpeg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/02\/09\/Itamar-Kolvin_0.jpeg","mime":"image\/jpeg","size":154592,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/02\/09\/Itamar-Kolvin_0.jpeg?itok=e0T6C0ih"}}},"media_ids":["679224"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"146","name":"Life Sciences and Biology"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193653","name":"Georgia Tech Research Institute"},{"id":"39471","name":"Materials"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003ESelena Langner\u003C\/a\u003E\u0026nbsp;\u003Cbr\u003EWriter \/ Editor\u0026nbsp;\u003Cbr\u003EGeorgia Tech College of Sciences\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"691698":{"#nid":"691698","#data":{"type":"news","title":"Institute for Neuroscience, Neurotechnology, and Society Names Simon Sponberg Associate Director for Interdisciplinary Research","body":[{"value":"\u003Cp\u003EThe Georgia Institute of Technology\u0027s \u003Ca href=\u0022https:\/\/neuro.gatech.edu\/\u0022\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/a\u003E (INNS) has appointed \u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/simon-sponberg\u0022\u003ESimon Sponberg\u003C\/a\u003E as associate director for Interdisciplinary Research, where he will help foster collaborations, support emerging research initiatives, and advance interdisciplinary neuroscience research across campus.\u003C\/p\u003E\u003Cp\u003ELaunched in 2025, INNS serves as a hub for neuroscience and neurotechnology research, connecting researchers across disciplines to advance discovery, innovation, and societal impact.\u003C\/p\u003E\u003Cp\u003E\u201cA core part of INNS\u0027s mission is helping people find one another, connect around shared interests, and build something bigger than they could accomplish alone,\u201d says Executive Director \u003Ca href=\u0022https:\/\/people.research.gatech.edu\/christopher-rozell\u0022\u003EChristopher Rozell\u003C\/a\u003E. \u201cSimon has spent his career bringing together people, perspectives, and disciplines to tackle complex challenges. I can\u0027t think of a better person to help lead our interdisciplinary research efforts and support the next generation of collaborative neuroscience research.\u201d\u003C\/p\u003E\u003Cp\u003EA longtime leader in Georgia Tech\u0027s neuroscience community, Sponberg helped shape the institute\u0027s early foundations through the Neuro Next Initiative, which evolved into INNS. As associate director, he will help guide research strategy, foster new collaborations, and support interdisciplinary work across the neuroscience ecosystem.\u003C\/p\u003E\u003Cp\u003E\u201cNeuro-related research touches so many fields that we inevitably have a problem of finding all the potential right people and opportunities to tap into,\u201d he said. \u201cA core responsibility of this role is helping catalyze the ideas of new teams of talented researchers, educators, and trainees from inception to realization.\u201d\u003C\/p\u003E\u003Cp\u003ESponberg is the Glen Robinson Professor in Complex Systems with appointments in the \u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/biosciences.gatech.edu\/\u0022\u003ESchool of Biological Sciences\u003C\/a\u003E, where he directs the \u003Ca href=\u0022https:\/\/sponberg.gatech.edu\/\u0022\u003EAgile Systems Lab\u003C\/a\u003E. His work also connects him to the \u003Ca href=\u0022https:\/\/bioresearch.gatech.edu\/\u0022\u003EInstitute for Bioengineering and Bioscience\u003C\/a\u003E (IBB) and the \u003Ca href=\u0022https:\/\/robotics.gatech.edu\/\u0022\u003EInstitute for Robotics and Intelligent Machines\u003C\/a\u003E (IRIM), underscoring the cross-disciplinary approach that defines both his research and leadership.\u003C\/p\u003E\u003Cp\u003ESince joining Georgia Tech in 2014, he has built a highly collaborative research program spanning neuroscience, biology, physics, engineering, and robotics while helping foster interdisciplinary connections across campus. He currently leads a \u003Ca href=\u0022https:\/\/news.gatech.edu\/news\/2022\/04\/18\/mathematics-physics-use-moths-and-origami-structures-innovative-defense-research\u0022\u003EMultidisciplinary University Research Initiative\u003C\/a\u003E (MURI) that brings together neuroscientists and engineers from five universities to understand how brains achieve fast, flexible perception and decision-making in complex sensory environments. He also co-leads the \u003Ca href=\u0022https:\/\/neuro.gatech.edu\/georgia-tech-partners-15m-nsf-grant-explore-muscle-dynamics\u0022\u003EIntegrative Movement Sciences Institute\u003C\/a\u003E, an NSF Biological Integration Institute focused on understanding movement and muscle function across scales.\u003C\/p\u003E\u003Cp\u003EHis contributions have been recognized through numerous honors, including a Young Investigator Award from the International Society for Neuroethology, a Klingenstein-Simons Fellowship in the Neurosciences, and the Leddy Family Dean\u2019s Faculty Excellence Award.\u003C\/p\u003E\u003Cp\u003EAs associate director, Sponberg will focus on helping researchers identify new opportunities for connection and collaboration. In addition to overseeing seed funding programs, he hopes to create pathways for researchers to build teams, access support resources, pursue ambitious interdisciplinary research ideas, and team with Georgia Tech\u2019s undergraduate and graduate neuroscience degree programs.\u003C\/p\u003E\u003Cp\u003E\u201cI look forward to being a resource for our community when people are looking for help in building teams or finding opportunities to support their ideas,\u201d he said. \u201cBring your best ideas and please reach out if you want to talk about ideas in the interdisciplinary neuro space that you want to see realized.\u201d\u003Cbr\u003E\u0026nbsp;\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe Georgia Tech researcher and longtime neuroscience community leader will help catalyze new collaborations and research opportunities across the Institute for Neuroscience, Neurotechnology, and Society (INNS).\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The Georgia Tech researcher and longtime neuroscience community leader will help catalyze new collaborations and research opportunities across the Institute for Neuroscience, Neurotechnology, and Society (INNS)."}],"uid":"35575","created_gmt":"2026-08-14 20:32:01","changed_gmt":"2026-08-14 20:50:42","author":"adavidson38","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-08-14T00:00:00-04:00","iso_date":"2026-08-14T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680883":{"id":"680883","type":"image","title":"Simon-Headshot.jpg","body":"\u003Cp\u003EIn addition to his new leadership role at INNS, Simon Sponberg leads a multidisciplinary research program spanning neuroscience, biology, physics, engineering, and robotics.\u003C\/p\u003E","created":"1786739533","gmt_created":"2026-08-14 20:32:13","changed":"1786739533","gmt_changed":"2026-08-14 20:32:13","alt":"Simon Sponberg smiling in front of a whiteboard.","file":{"fid":"265215","name":"Simon-Headshot.jpg","image_path":"\/sites\/default\/files\/2026\/08\/14\/Simon-Headshot.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/08\/14\/Simon-Headshot.jpg","mime":"image\/jpeg","size":2798844,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/08\/14\/Simon-Headshot.jpg?itok=7P3QbQBX"}}},"media_ids":["680883"],"related_links":[{"url":"https:\/\/neuro.gatech.edu\/lab-life-inside-institute-neuroscience-neurotechnology-and-society","title":"From Lab to Life: Inside the Institute for Neuroscience, Neurotechnology, and Society"},{"url":"https:\/\/news.gatech.edu\/news\/2022\/04\/18\/mathematics-physics-use-moths-and-origami-structures-innovative-defense-research","title":"Mathematics, Physics Use Moths and Origami Structures for Innovative Defense Research"},{"url":"https:\/\/neuro.gatech.edu\/georgia-tech-partners-15m-nsf-grant-explore-muscle-dynamics","title":"Georgia Tech Partners on $15M NSF Grant to Explore Muscle Dynamics"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"66220","name":"Neuro"},{"id":"1292","name":"Parker H. Petit Institute for Bioengineering and Bioscience (IBB)"},{"id":"1188","name":"Research Horizons"},{"id":"1275","name":"School of Biological Sciences"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"146","name":"Life Sciences and Biology"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"}],"keywords":[{"id":"172970","name":"go-neuro"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"39441","name":"Bioengineering and Bioscience"},{"id":"193656","name":"Neuro Next Initiative"},{"id":"39521","name":"Robotics"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:audra.davidson@research.gatech.edu\u0022\u003EAudra Davidson\u003C\/a\u003E\u003Cbr\u003ECommunications Manager\u003Cbr\u003EInstitute for Neuroscience, Neurotechnology, and Society\u003C\/p\u003E","format":"limited_html"}],"email":["audra.davidson@research.gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"691342":{"#nid":"691342","#data":{"type":"news","title":"A New Era of Black Hole Detection","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EThe LIGO\u2013Virgo\u2013KAGRA (LVK) detector network comprises three centers across the globe. The United States hosts twin Laser Interferometer Gravitational-Wave Observatory (LIGO) detectors, one located at Hanford Observatory in Washington State and a second at Livingston Observatory in Louisiana. The Virgo detector is hosted by the European Gravitational Observatory in Italy, and the Kamioka Gravitational Wave (KAGRA) detector is hosted in Japan by the Institute for Cosmic Ray Research (ICRR) of the University of Tokyo.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EResearchers at Georgia Tech play a key role in the international collaboration. The\u0026nbsp;\u003Ca href=\u0022https:\/\/sites.gatech.edu\/ligo\/people\/\u0022\u003EGeorgia Tech-LIGO research group\u003C\/a\u003E includes\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E Professor\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/laura-cadonati\u0022\u003E\u003Cstrong\u003ELaura Cadonati\u003C\/strong\u003E\u003C\/a\u003E, Assistant Professor\u003Cstrong\u003E\u0026nbsp;\u003C\/strong\u003E\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/surabhi-sachdev\u0022\u003E\u003Cstrong\u003ESurabhi Sachdev\u003C\/strong\u003E\u003C\/a\u003E, Research Scientist\u0026nbsp;\u003Ca href=\u0022http:\/\/physics.gatech.edu\/user\/margaret-millhouse\u0022\u003E\u003Cstrong\u003EMargaret Millhouse\u003C\/strong\u003E\u003C\/a\u003E,\u0026nbsp;Postdoctoral Scholar\u0026nbsp;\u003Cstrong\u003EPrathamesh Joshi\u003C\/strong\u003E, eight graduate students, and multiple undergraduates.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe LVK network detects gravitational waves when a massive cosmic event \u2014 like the collision of two black holes \u2014 creates invisible ripples in the fabric of space-time. Waves ripple out at the speed of light, and millions of years after the events that first created them, they reach the LVK detectors.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EBut detecting gravitational waves does not simply mean capturing a signal \u2014 clues first need to be untangled from background noise.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cIdentifying gravitational-wave signals requires carefully separating real astrophysical events from random fluctuations in the data,\u201d says School of Physics graduate student\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/urja-shah\u0022\u003E\u003Cstrong\u003EUrja Shah\u003C\/strong\u003E\u003C\/a\u003E, whose work to quickly identify phenomena supports rapid follow-up by the broader astronomical community.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ETo support the identification of phenomena, School of Physics graduate student\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/megan-arogeti\u0022\u003E\u003Cstrong\u003EMegan Arogeti\u003C\/strong\u003E\u003C\/a\u003E conducts consistency tests between waveforms, checking results to find unexpected or unusual features. \u201cTests like this give us confidence in our models as we continue to observe gravitational waves with increasing sensitivity,\u201d she explains. \u201cThey support new observations and help identify exciting new physics.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThese efforts help ensure that gravitational-wave signals are robustly identified and accurately characterized, turning each detection into a precise measurement,\u201d adds Shah. \u201cIn turn, these measurements deepen our understanding of some of the most massive and dense objects in the universe and the fundamental laws governing the cosmos.\u201d\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003EAstrocalibration Autotune\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EWhen a sensor detects a gravitational wave, it produces a distinctive response, says School of Physics graduate student\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/shobhit-ranjan\u0022\u003E\u003Cstrong\u003EShobhit Ranjan\u003C\/strong\u003E\u003C\/a\u003E. \u201cThose signals encode a wealth of information we can analyze to learn about their sources \u2014 their masses, spins, distance, and location.\u201d But in order to detect these chirps, the detectors must be carefully calibrated, and if calibration is not optimal, the signals can be compromised.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ENow,\u0026nbsp;\u003Ca href=\u0022https:\/\/ligo.org\/gravitational-wave-detectors-can-now-autotune-their-signals\/\u0022\u003Ea new tool\u003C\/a\u003E is helping the LVK collaboration recalibrate less optimal signals.\u0026nbsp;The technique is already showing promise: In\u0026nbsp;\u003Ca href=\u0022https:\/\/journals.aps.org\/prl\/accepted\/10.1103\/gzrj-mwv3\u0022\u003Ean article recently accepted in\u0026nbsp;\u003Cem\u003EPhysical Review Letters\u003C\/em\u003E\u003C\/a\u003E, LVK researchers successfully applied it to two interesting signals. The first signal served as a testing opportunity for the method. The team used astrocalibration to recover the data and check it against secondary independent calibration data that was available. They then put the technique to use, recovering information from a second event where no secondary calibration data were available.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cLike autotune in the music industry, the new research shows that theoretical models can be used as guides, similar to how sheet music can help a studio shift off-key music to its correct tone,\u201d Ranjan explains. \u201cThese theoretical models suggest the shape of the signal, and together with data from other detectors, we can adjust the data and read it correctly.\u201d\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe fact that these detectors can now not only sense cosmic events, but leverage them to improve the data being collected marks a new era in gravitational wave science,\u201d he adds.\u003C\/p\u003E\u003Ch3 dir=\u0022ltr\u0022\u003EA Record-Setting Dataset\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe LVK Collaboration also\u0026nbsp;\u003Ca href=\u0022https:\/\/www.ligo.caltech.edu\/news\/ligo20260526\u0022\u003Epublished their fifth catalog of gravitational wave events\u003C\/a\u003E this spring. The findings include an updated estimate of how fast the universe is expanding, evidence for the existence of second-generation black holes, the most precise sky localization ever achieved for a gravitational wave source, and the first measurement of three vibrational modes of a black hole.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cOur group helped enable 140 detections out of the 161 reported in this catalog,\u201d says Joshi, who contributed to one of the flagship searches and designed a specialized search focused on detecting especially heavy black hole mergers.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EJoshi also worked on determining precise locations of where the gravitational waves originated from in the universe \u2014 research that he says will allow astronomers around the world to perform long-term follow-up observations of interesting events.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EOne record-setting detection showed two black holes that had violently collided more than 3 billion light-years from Earth. Researchers were able to pinpoint its location in the sky more precisely than any other gravitational wave event observed before.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EImprovements in the LVK network\u2019s ability to localize events along with the large number of detections allowed for a better estimate of the Hubble constant, which measures the rate at which the universe is expanding. The new measurement is over 25% more precise than previous estimates.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003EThe new catalog also includes the \u201cclearest\u201d gravitational wave signal ever detected. The clarity of the signal led to the most accurate test of general relativity ever performed and confirmation of Stephen Hawking\u2019s black hole area theorem.\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThis catalog provides not just the largest number of black hole detections, it marks a new era of rapid progress,\u201d Sachdev says. \u201cThis is just the beginning of what these observations will allow us to uncover.\u201d\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003E\u003Cem\u003EFrom new calibration tools to a record-breaking catalog of detections, the LIGO\u2013Virgo\u2013KAGRA (LVK) detector network is leading the way in gravitational wave science.\u003C\/em\u003E\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"From new calibration tools to a record-breaking catalog of detections, the LIGO\u2013Virgo\u2013KAGRA (LVK) detector network is leading the way in gravitational wave science."}],"uid":"35599","created_gmt":"2026-07-29 18:01:53","changed_gmt":"2026-07-31 14:45:16","author":"sperrin6","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-07-29T00:00:00-04:00","iso_date":"2026-07-29T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680716":{"id":"680716","type":"image","title":"An artist\u0027s concept showing a black hole. (Credit: NASA\/JPL)","body":"\u003Cp\u003EAn artist\u0027s concept showing a black hole. (Credit: NASA\/JPL)\u003C\/p\u003E","created":"1785348119","gmt_created":"2026-07-29 18:01:59","changed":"1785348119","gmt_changed":"2026-07-29 18:01:59","alt":"An artist\u0027s concept showing a black hole. (Credit: NASA\/JPL)","file":{"fid":"265021","name":"black-hole.jpg","image_path":"\/sites\/default\/files\/2026\/07\/29\/black-hole.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/07\/29\/black-hole.jpg","mime":"image\/jpeg","size":222604,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/07\/29\/black-hole.jpg?itok=kXTyscxE"}}},"media_ids":["680716"],"related_links":[{"url":"https:\/\/ligo.org\/science-summaries\/gw240925-gw250207-astro-calibration\/","title":"Tuning our detectors using cosmic collisions"},{"url":"https:\/\/ligo.org\/gwtc-5-0-updated-ligo-virgo-kagra-catalog-sets-new-records-in-precision-gravitational-wave-astronomy\/","title":"GWTC-5.0: Updated LIGO\u2013Virgo\u2013KAGRA Catalog sets new records in precision gravitational wave astronomy"},{"url":"https:\/\/ligo.org\/gravitational-wave-detectors-can-now-autotune-their-signals\/","title":"Gravitational wave detectors can now \u2018autotune\u2019 their signals"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"1188","name":"Research Horizons"},{"id":"126011","name":"School of Physics"}],"categories":[{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[{"id":"192252","name":"cos-planetary"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193657","name":"Space Research Initiative"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:sperrin6@gatech.edu\u0022\u003ESelena Langner\u0026nbsp;\u003C\/a\u003E\u003Cbr\u003ETechnical Research Writer \/ Editor\u0026nbsp;\u003Cbr\u003EGeorgia Tech College of Sciences\u003C\/p\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}},"690884":{"#nid":"690884","#data":{"type":"news","title":"ICSFlux: Using Physics to Uncover Cyberthreats ","body":[{"value":"\u003Cp\u003EThe factories, water utilities, and power systems that keep daily life running rest on the assumption that as long as no one breaks into the computers that run the equipment, the equipment stays safe.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELogically this makes sense and has been backed up by past security research. However, researchers at Georgia Tech have found hidden paths in cyber-physical systems that attackers can use to disrupt or even destroy them.\u003C\/p\u003E\u003Cp\u003ETo find these hidden paths before an attacker does, the researchers built a testing tool called ICSFlux. This new tool leans on the physics used by the industrial process and maps out the system to find new threats that were once thought impossible.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EICSFlux was deployed across 11 different programmable logic controllers in six industrial sectors, including chemical manufacturing, water treatment, power grids, aircraft, desalination, and waste processing. The process uncovered twenty genuine safety violations.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn one case drawn from a chemical-plant simulation, an attack path uncovered by the tool drove a reactor past its safe pressure limit and into a simulated explosion. By using nothing but valid operator commands, the team took the reactor from a completely normal and stable state to critical territory.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EBecause the method relies only on the physics of a process and not on the details of any one controller, the same tool worked across all six sectors without being rebuilt, and it reduced the search space by roughly 50%.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/sahinburak.github.io\/\u0022\u003E\u003Cstrong\u003EBurak Sahin\u003C\/strong\u003E\u003C\/a\u003E, a Ph.D. student at Georgia Tech and the study\u0027s lead author, found that by sending a series of perfectly normal, fully authorized commands, intruders can slowly nudge a physical process toward a dangerous state.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u201cThese systems are usually judged safe as long as nobody hacks into them,\u0027\u0027 Sahin said. \u201cWhat we found is that an attacker who can send everyday commands, the same ones a normal operator sends, can patiently steer the process toward a failure. No single command looks wrong, which is exactly why the usual defenses miss it.\u0027\u0027\u003C\/p\u003E\u003Cp\u003EMost existing tools assume an attacker can rewire the controller or change the software inside it. In the real world, those controllers are locked down and cannot be touched. ICSFlux takes the opposite and more realistic view. It treats the controller as a sealed box that cannot be opened and works only with the commands an operator is normally allowed to send.\u003C\/p\u003E\u003Cp\u003ERather than measuring how much of a controller\u0027s software it has exercised, the usual yardstick for this kind of testing, ICSFlux measures how close the physical system is getting to an unsafe limit and steers its testing in that direction.\u003C\/p\u003E\u003Cp\u003E\u201cTwo different sensor readings can run through the exact same code and still send a reactor in completely different directions,\u0027\u0027 Sahin said. \u201cLooking only at the software tells you nothing about whether the physical system is safe. We had to follow the physics, not the code.\u0027\u0027\u003C\/p\u003E\u003Cp\u003EOne of the study\u0027s most important takeaways emerged when the researchers tightened the safety margins to see whether caution alone would help. Even when every command stayed within approved limits, the way the controller reacted to a steady stream of small adjustments could still cause pressure to overshoot and the reactor to fail. In other words, staying inside the rules was not always enough.\u003C\/p\u003E\u003Cp\u003EAll of the team\u0027s experiments were carried out on secured, controlled test beds. The work was conducted with Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECyber-Physical Systems Security Lab\u003C\/a\u003E, whose research spans the security of cyber-physical systems from industrial programmable logic controllers to marine, automotive, and drone platforms. Georgia Tech\u0027s \u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyber Forensics Innovation Laboratory\u003C\/a\u003E, a team of researchers who work together to further the investigation of advanced cyber crimes and the analysis and prevention of next-generation malware attacks, also contributed to the paper.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThe labs are a collaboration between the \u003Ca href=\u0022https:\/\/scp.cc.gatech.edu\/\u0022\u003ESchool of Cybersecurity and Privacy\u003C\/a\u003E and the \u003Ca href=\u0022https:\/\/ece.gatech.edu\/\u0022\u003ESchool of Electrical and Computer Engineering\u003C\/a\u003E.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u003Cem\u003EFuzzing the Physical Space: Physics-Aware Testing of Black-Box Industrial Control Systems\u003C\/em\u003E\u0027 was accepted to the \u003Ca href=\u0022https:\/\/sp2026.ieee-security.org\/\u0022\u003E2026 IEEE Symposium on Security and Privacy\u003C\/a\u003E. In addition to Sahin, the team includes Ph.D. students \u003Cstrong\u003EDavid Oygenblik\u003C\/strong\u003E, \u003Cstrong\u003EMingxuan Yao\u003C\/strong\u003E, and \u003Cstrong\u003EYizhi Huang \u003C\/strong\u003Eas well as Associate Professors \u003Cstrong\u003EBrendan Saltaformaggio\u003C\/strong\u003E, and \u003Cstrong\u003ESaman Zonouz\u003C\/strong\u003E.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe factories, water utilities, and power systems that keep daily life running rest on the assumption that as long as no one breaks into the computers that run the equipment, the equipment stays safe.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003ELogically this makes sense and has been backed up by past security research. However, researchers at Georgia Tech have found hidden paths in cyber-physical systems that attackers can use to disrupt or even destroy them.\u003C\/p\u003E\u003Cp\u003ETo find these hidden paths before an attacker does, the researchers built a testing tool called ICSFlux. This new tool leans on the physics used by the industrial process and maps out the system to find new threats that were once thought impossible.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"To find hidden vulnerabilites before an attacker does, researchers built a testing tool called ICSFlux that leans on the physics used by the industrial process and maps out the system to find new threats once thought impossible. "}],"uid":"36253","created_gmt":"2026-06-24 14:57:00","changed_gmt":"2026-06-24 15:10:58","author":"John Popham","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-06-24T00:00:00-04:00","iso_date":"2026-06-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680500":{"id":"680500","type":"image","title":"utilities.jpg","body":null,"created":"1782313123","gmt_created":"2026-06-24 14:58:43","changed":"1782313123","gmt_changed":"2026-06-24 14:58:43","alt":"A collection of utilities like power plants, geothermal stations, solar farms, etc.","file":{"fid":"264773","name":"utilities.jpg","image_path":"\/sites\/default\/files\/2026\/06\/24\/utilities.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/24\/utilities.jpg","mime":"image\/jpeg","size":3540206,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/24\/utilities.jpg?itok=RC1Hy0vy"}},"680501":{"id":"680501","type":"image","title":"Burak-Sahin.jpg","body":"\u003Cp\u003E\u003Cstrong\u003EBurak Sahin\u003C\/strong\u003E, a Ph.D. Candidate in Computer Science at the \u003Ca href=\u0022https:\/\/www.gatech.edu\/\u0022\u003EGeorgia Institute of Technology\u003C\/a\u003E, advised by \u003Ca href=\u0022https:\/\/sites.google.com\/site\/samanzonouz4n6\/saman-zonouz\u0022\u003ESaman Zonouz\u003C\/a\u003E (\u003Ca href=\u0022https:\/\/sites.gatech.edu\/capcpsec\/\u0022\u003ECPSec Lab\u003C\/a\u003E) and co-advised by \u003Ca href=\u0022https:\/\/saltaformaggio.ece.gatech.edu\/\u0022\u003EBrendan Saltaformaggio\u003C\/a\u003E (\u003Ca href=\u0022https:\/\/cyfi.ece.gatech.edu\/\u0022\u003ECyFI Lab\u003C\/a\u003E)\u003C\/p\u003E","created":"1782313398","gmt_created":"2026-06-24 15:03:18","changed":"1782313398","gmt_changed":"2026-06-24 15:03:18","alt":"A side profile of a man\u0027s face. He has long hair and a beard","file":{"fid":"264774","name":"Burak-Sahin.jpg","image_path":"\/sites\/default\/files\/2026\/06\/24\/Burak-Sahin.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/06\/24\/Burak-Sahin.jpg","mime":"image\/jpeg","size":75559,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/06\/24\/Burak-Sahin.jpg?itok=3mVGJ9eI"}}},"media_ids":["680500","680501"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"1188","name":"Research Horizons"},{"id":"660406","name":"School of Cybersecurity \u0026 Privacy"},{"id":"660367","name":"School of Cybersecurity and Privacy"}],"categories":[{"id":"42901","name":"Community"},{"id":"153","name":"Computer Science\/Information Technology and Security"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"},{"id":"8862","name":"Student Research"}],"keywords":[],"core_research_areas":[{"id":"145171","name":"Cybersecurity"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EJohn Popham\u003C\/p\u003E\u003Cp\u003ECommunications Officer II at the School of Cybersecurity and Privacy\u003C\/p\u003E","format":"limited_html"}],"email":["jpopham3@gatech.edu"],"slides":[],"orientation":[],"userdata":""}},"690318":{"#nid":"690318","#data":{"type":"news","title":"Accelerating Discovery With AI ","body":[{"value":"\u003Cp\u003EScientific discovery is often portrayed as the result of long hours alone in a lab, but true science is inherently collaborative. The most robust experimental processes are developed through partnerships across multiple areas of research. The need for specialized, multidisciplinary teams slows experiment design, execution, data analysis, and process updates, delaying technological validation and deployment. But if the increasingly automated tools scientists already use in the lab could contribute to this team process of experimental design, the timeline for these goals could be greatly accelerated.\u003C\/p\u003E\u003Cp\u003EThis concept of \u201clab tool as lab assistant\u201d is the premise of a recent paper in \u003Cem\u003Enpj | Computational Materials\u003C\/em\u003E titled \u201cThinking Microscopes: Agentic AI and the Future of Electron Microscopy,\u201d by Vida Jamali, assistant professor the School of Chemical and Biomolecular Engineering; Amirali Aghazadeh, assistant professor in the School of Electrical and Computer Engineering; and Josh Kacher, associate professor in the School of Materials Science and Engineering.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EIn the paper, the team introduces the concept of \u201cthinking electron microscopes,\u201d in which agentic AI systems are directly integrated with the instrument. This allows microscopes to move beyond their conventional role as characterization tools and toward functioning as co-scientists for human users.\u003C\/p\u003E\u003Cp\u003EDrawing on advances in specialized large language models, or LLMs, that demonstrate their ability to collaborate, reason over data, and integrate prior knowledge, the team envisions specialized LLM-based agents assigned to specific roles and areas of knowledge expertise. By explicitly incorporating domain knowledge into specialized agents and distributing information across multiple agents with focused expertise, the approach enables parallel evaluation of competing hypotheses, clearer separation of roles \u2014\u0026nbsp;such as planning, simulation, and critique \u2014 and more transparent and robust reasoning.\u003C\/p\u003E\u003Cp\u003EWithin the experimental pipeline, these agents can analyze materials\u2019 properties, physical data, chemical processes, and other relevant parameters. They could also collaborate with an agent that specializes in experimental design, refining iterative closed-loop experimentation, and real-time scientific discovery.\u003C\/p\u003E\u003Cp\u003EAlthough the research focuses on AI collaboration, the team notes that human researchers must retain accountability for the accuracy and integrity of both the experimental process and the results reported. This oversight begins with advocating for greater open access to research materials in all formats, building community-driven data repositories, and adopting standardization in how experimental parameters and metadata are reported. Equally important, researchers should be willing to report data from failed experiments as well as successful outcomes. Finally, organizations should work together to standardize secure APIs that enable shared, remote access to infrastructure across distances.\u003C\/p\u003E\u003Cblockquote\u003E\u003Cp\u003EWe see this as a step toward scientific instruments that do more than acquire data; systems that can reason over experiments, adapt measurements, and participate in the scientific discovery process alongside researchers. - Vida Jamali,\u0026nbsp;assistant professor the School of Chemical and Biomolecular Engineering\u003C\/p\u003E\u003C\/blockquote\u003E\u003Cp\u003EThe team is already developing these systems by connecting cloud-based, agentic infrastructures to microscopes at the\u0026nbsp;\u003Ca href=\u0022http:\/\/matter-systems.gatech.edu\/\u0022\u003EInstitute for Matter and Systems at Georgia Tech\u003C\/a\u003E. With the addition of agentic AI, the goal is to accelerate discovery and engineering of new nanoscale materials for energy and quantum applications, as well as advance capabilities in cryo-electron microscopy and structural biology. These tools can optimize data collection, link real-time microscope observations with structural models of proteins, and dynamically adjust and prioritize experiments. The team sees this work as the first step toward the next generation of \u201cthinking\u201d electron microscopes, as well as an advancement in scientific discovery across domains.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003E\u0026nbsp;- Christa M. Ernst\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EThis research is supported by the Institute for Data Engineering and Science and the Institute for Matter and Systems\u003C\/strong\u003E\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EOriginal Publication\u003C\/strong\u003E\u003Cbr\u003EJamali, V., Aghazadeh, A. \u0026amp; Kacher, J.\u0026nbsp;\u003Ca href=\u0022https:\/\/www.nature.com\/articles\/s41524-026-02077-y\u0022\u003EThinking microscopes: agentic AI and the future of electron microscopy.\u003C\/a\u003E \u003Cem\u003Enpj Computational Materials\u003C\/em\u003E 12, 149 (2026). https:\/\/doi.org\/10.1038\/s41524-026-02077-y\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":[{"value":"Automating Electron Microscopy Experimental Design With Agentic AI"}],"field_summary":[{"value":"\u003Cp\u003EScientific discovery is often portrayed as the result of long hours alone in a lab, but true science is inherently collaborative. The most robust experimental processes are developed through partnerships across multiple areas of research.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"New paper teams AI agents with microscopy tools to increase productivity in research processes."}],"uid":"27863","created_gmt":"2026-05-18 13:04:05","changed_gmt":"2026-05-18 19:16:22","author":"Christa Ernst","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-05-18T00:00:00-04:00","iso_date":"2026-05-18T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"680296":{"id":"680296","type":"image","title":"Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg","body":"\u003Cp\u003EA photo of Vida Jamali, assistant professor the School of Chemical and Biomolecular Engineering; Amirali Aghazadeh, assistant professor in the School of Electrical and Computer Engineering; and Josh Kacher, associate professor in the School of Materials Science and Engineering standing in front of a TEM at Georgia Tech.\u003C\/p\u003E","created":"1779109455","gmt_created":"2026-05-18 13:04:15","changed":"1779109455","gmt_changed":"2026-05-18 13:04:15","alt":"Vida Jamali, assistant professor the School of Chemical and Biomolecular Engineering; Amirali Aghazadeh, assistant professor in the School of Electrical and Computer Engineering; and Josh Kacher, associate professor in the School of Materials Science and Engineering.  Photo courtesy of Amelia Neumeister; Georgia Institute of Technology","file":{"fid":"264543","name":"Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg","image_path":"\/sites\/default\/files\/2026\/05\/18\/Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/05\/18\/Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg","mime":"image\/jpeg","size":4622660,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/05\/18\/Accelerating-Mats-Discovery-with-AI-Main-Pic-Amelia-N.jpg?itok=gH8M9NAb"}}},"media_ids":["680296"],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"660369","name":"Matter and Systems"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"138","name":"Biotechnology, Health, Bioengineering, Genetics"},{"id":"141","name":"Chemistry and Chemical Engineering"},{"id":"146","name":"Life Sciences and Biology"},{"id":"149","name":"Nanotechnology and Nanoscience"},{"id":"150","name":"Physics and Physical Sciences"},{"id":"135","name":"Research"}],"keywords":[{"id":"187023","name":"go-data"},{"id":"194241","name":"Institute for Matter and Systems"},{"id":"192863","name":"go-ai"},{"id":"187915","name":"go-researchnews"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"},{"id":"39471","name":"Materials"},{"id":"193652","name":"Matter and Systems"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cdiv\u003E\u003Cstrong\u003EChrista M. Ernst - \u003C\/strong\u003EResearch Communications Program Manager | Klaus Advance Computing Building 1120E | 266 Ferst Drive | Atlanta GA | 30332 | christa.ernst@research.gatech.edu\u003C\/div\u003E","format":"limited_html"}],"email":[],"slides":[],"orientation":[],"userdata":""}}}