{"686891":{"#nid":"686891","#data":{"type":"news","title":"AI4Science Center Awards Inaugural Seed Grants","body":[{"value":"\u003Cp dir=\u0022ltr\u0022\u003EThe\u0026nbsp;\u003Ca href=\u0022https:\/\/ai4science.ai.gatech.edu\/\u0022\u003EAI4Science Center\u003C\/a\u003E has announced the first recipients of its semiannual seed grant competition. Supported by the Schools of Chemistry and Biochemistry, Physics, and Psychology, the seed grant aims to support the development of research projects centered on innovation and collaboration.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u201cThe selection committee received more than a dozen proposals that push the boundaries of AI-enabled science and encourage collaboration across units. I look forward to seeing the great science, strong results, and successful future external funding enabled by these seed grants,\u201d says\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/user\/dimitrios-psaltis\u0022\u003E\u003Cstrong\u003EDimitrios Psaltis\u003C\/strong\u003E\u003C\/a\u003E, professor in the\u0026nbsp;\u003Ca href=\u0022https:\/\/physics.gatech.edu\/\u0022\u003ESchool of Physics\u003C\/a\u003E\u0026nbsp;and director of the AI4Science Center.\u0026nbsp;\u003C\/p\u003E\u003Cp dir=\u0022ltr\u0022\u003ELaunched earlier this semester, the center promotes cross-disciplinary research on AI tools that address scientific challenges. The following three proposals were selected by the center based on their scientific goals, extent of interdisciplinary collaboration, and potential for outside funding:\u0026nbsp;\u003C\/p\u003E\u003Ch3\u003E\u003Cstrong\u003ESpring 2026 AI4Science Center Seed Grant Recipients\u0026nbsp;\u0026nbsp;\u003C\/strong\u003E\u003C\/h3\u003E\u003Cp dir=\u0022ltr\u0022\u003E\u003Cbr\u003E\u003Cstrong\u003EGraph Foundation Models for Protein Conformational Dynamics | School of Chemistry and Biochemistry\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EPIs: Professor\u0026nbsp;\u003Cstrong\u003EPeter Kasson\u003C\/strong\u003E, School of Chemistry and Biochemistry; Professor\u0026nbsp;\u003Cstrong\u003EJC Gumbart\u003C\/strong\u003E, School of Physics; Assistant Professor\u0026nbsp;\u003Cstrong\u003EAmirali Aghazadeh\u003C\/strong\u003E,\u0026nbsp;School of Electrical and Computer Engineering\u003C\/li\u003E\u003Cli\u003EGraduate student:\u0026nbsp;\u003Cstrong\u003EJeffy Jeffy\u003C\/strong\u003E\u003C\/li\u003E\u003Cli\u003ETeam statement: \u201cThe AI4Science Center\u2019s seed funding will allow us to complete and test a prototype of our new deep learning architecture for protein dynamics. We\u0027re super excited about the project and happy that this gives us support to pursue our new idea.\u201d\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u003Cstrong\u003ECombinations of Verified AI and Domain Knowledge for New Insights in Theoretical Physics | School of Physics\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EPIs: Assistant Professor\u0026nbsp;\u003Cstrong\u003EAishik Ghosh\u003C\/strong\u003E, School of Physics; Professor\u0026nbsp;\u003Cstrong\u003EVijay Ganesh\u003C\/strong\u003E, School of Computer Science\u003C\/li\u003E\u003Cli\u003EGraduate student:\u0026nbsp;\u003Cstrong\u003EPiyush Jha\u003C\/strong\u003E\u003C\/li\u003E\u003Cli\u003ETeam statement: \u201cThis seed funding gives us an opportunity to connect two fields in a way that could transform our approach to certain problems in theoretical physics.\u201d\u003C\/li\u003E\u003C\/ul\u003E\u003Cp\u003E\u003Cstrong\u003EHarnessing the Manifold Geometry of Neural Representations for Robust LLM Safety | School of Psychology\u0026nbsp;\u003C\/strong\u003E\u003C\/p\u003E\u003Cul\u003E\u003Cli\u003EPIs: Assistant Professor\u0026nbsp;\u003Cstrong\u003EAudrey Sederberg\u003C\/strong\u003E, School of Psychology; Assistant Professor\u0026nbsp;\u003Cstrong\u003EPan Li\u003C\/strong\u003E, School of Electrical and Computer Engineering\u003C\/li\u003E\u003Cli\u003EGraduate student:\u0026nbsp;\u003Cstrong\u003ERuixuan Deng\u003C\/strong\u003E\u003C\/li\u003E\u003Cli\u003ETeam statement: \u201cOur project injects insights from human neuroscience directly into AI safety algorithm design, allowing us to move beyond black-box approaches toward more interpretable and principled safety mechanisms. By closing the loop, these computational models will also provide new feedback and insights for neuroscience.\u201d\u003C\/li\u003E\u003C\/ul\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EThe AI4Science Center\u0027s seed grant aims to support the development of research projects centered on innovation and collaboration.\u0026nbsp;\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"The AI4Science Center\u0027s seed grant aims to support the development of research projects centered on innovation and collaboration. "}],"uid":"36583","created_gmt":"2025-12-15 17:17:58","changed_gmt":"2026-01-20 20:53:55","author":"lvidal7","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2025-12-16T00:00:00-05:00","iso_date":"2025-12-16T00:00:00-05:00","tz":"America\/New_York"},"extras":[],"hg_media":{"678844":{"id":"678844","type":"image","title":"Tech Tower (Rob Felt\/Georgia Tech)","body":null,"created":"1765822837","gmt_created":"2025-12-15 18:20:37","changed":"1765822837","gmt_changed":"2025-12-15 18:20:37","alt":"Tech Tower (Rob Felt\/Georgia Tech)","file":{"fid":"262933","name":"08C1004-P51-012.jpg","image_path":"\/sites\/default\/files\/2025\/12\/15\/08C1004-P51-012.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2025\/12\/15\/08C1004-P51-012.jpg","mime":"image\/jpeg","size":4010092,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2025\/12\/15\/08C1004-P51-012.jpg?itok=pFiHJo2j"}}},"media_ids":["678844"],"related_links":[{"url":"https:\/\/ai4science.ai.gatech.edu\/","title":"AI4Science Center"},{"url":"https:\/\/cos.gatech.edu\/news\/college-sciences-announces-launch-ai4science-center","title":"College of Sciences Announces Launch of AI4Science Center"}],"groups":[{"id":"1278","name":"College of Sciences"},{"id":"85951","name":"School of Chemistry and Biochemistry"},{"id":"126011","name":"School of Physics"},{"id":"443951","name":"School of Psychology"}],"categories":[{"id":"194606","name":"Artificial Intelligence"},{"id":"135","name":"Research"},{"id":"134","name":"Student and Faculty"}],"keywords":[{"id":"192249","name":"cos-community"},{"id":"2556","name":"artificial intelligence"},{"id":"192258","name":"cos-data"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003EWriter: Lindsay C. Vidal\u003C\/p\u003E","format":"limited_html"}],"email":["lvidal7@gatech.edu"],"slides":[],"orientation":[],"userdata":""}}}