{"689154":{"#nid":"689154","#data":{"type":"news","title":"Researchers Create First AI for Generative Polymer Design","body":[{"value":"\u003Cp\u003EThe words on this page mean something because they are assembled in a particular order and follow the complex rules of grammar and syntax. Creating new chemical polymers follows a similar kind of structure, with rules about what elements and groups of atoms go together and how to assemble them to make sense.\u003C\/p\u003E\u003Cp\u003EThinking about polymers in that way has led Georgia Tech materials scientists to create new generative artificial intelligence tools that are like Claude or ChatGPT for new materials.\u0026nbsp;\u003C\/p\u003E\u003Cp\u003EThese are the first foundational models for generative polymer design that have also been validated through physical experiments: users specify the properties they need in a polymer and the model will suggest a chemical structure.\u003C\/p\u003E\u003Cp\u003ELed by Regents\u2019 Entrepreneur \u003Ca href=\u0022https:\/\/mse.gatech.edu\/people\/rampi-ramprasad\u0022\u003ERampi Ramprasad\u003C\/a\u003E, the researchers \u003Ca href=\u0022https:\/\/doi.org\/10.1038\/s44387-026-00087-1\u0022\u003Edescribed their latest model this month in the Nature journal \u003Cem\u003Enpj Artificial Intelligence\u003C\/em\u003E\u003C\/a\u003E \u2014 including a test material they created and validated in the lab to prove the models work.\u003C\/p\u003E\u003Cp\u003E\u003Ca href=\u0022https:\/\/coe.gatech.edu\/news\/2026\/03\/researchers-create-first-ai-generative-polymer-design\u0022\u003E\u003Cstrong\u003ERead the full story on the College of Engineering website.\u003C\/strong\u003E\u003C\/a\u003E\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003EBy training a model on the allowed \u201cwords\u201d and \u201cgrammar\u201d of chemistry, Georgia Tech materials scientists can design polymers based on the properties users need.\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"By training a model on the allowed \u201cwords\u201d and \u201cgrammar\u201d of chemistry, Georgia Tech materials scientists can design polymers based on the properties users need."}],"uid":"27446","created_gmt":"2026-03-24 16:32:52","changed_gmt":"2026-03-24 16:35:38","author":"Joshua Stewart","boilerplate_text":"","field_publication":"","field_article_url":"","location":"Atlanta, GA","dateline":{"date":"2026-03-24T00:00:00-04:00","iso_date":"2026-03-24T00:00:00-04:00","tz":"America\/New_York"},"extras":[],"hg_media":{"679723":{"id":"679723","type":"image","title":"polymer-generative-AI-Rampi-Ramprasad-6206-t_0.jpg","body":"\u003Cp\u003EResearchers have created a chemical language AI model to generate new polymer structures based on the properties those polymers need to exhibit. Led by Rampi Ramprasad, standing, the team included postdoctoral scholar Wei Xiong, Ph.D. student Anagha Savit, and research scientist Harikrishna Sahu, who are seated left to right. (Photo: Candler Hobbs)\u003C\/p\u003E","created":"1774369988","gmt_created":"2026-03-24 16:33:08","changed":"1774374861","gmt_changed":"2026-03-24 17:54:21","alt":"Rampi Ramprasad and three members of his research team discuss their AI model for generative polymer design in his office.","file":{"fid":"263918","name":"polymer-generative-AI-Rampi-Ramprasad-6206-t_0.jpg","image_path":"\/sites\/default\/files\/2026\/03\/24\/polymer-generative-AI-Rampi-Ramprasad-6206-t_0.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/03\/24\/polymer-generative-AI-Rampi-Ramprasad-6206-t_0.jpg","mime":"image\/jpeg","size":960941,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/03\/24\/polymer-generative-AI-Rampi-Ramprasad-6206-t_0.jpg?itok=LpeWtDrh"}}},"media_ids":["679723"],"groups":[{"id":"1237","name":"College of Engineering"},{"id":"1188","name":"Research Horizons"}],"categories":[],"keywords":[{"id":"193176","name":"Rampi Ramprasad"},{"id":"187915","name":"go-researchnews"},{"id":"187023","name":"go-data"}],"core_research_areas":[{"id":"193655","name":"Artificial Intelligence at Georgia Tech"},{"id":"39431","name":"Data Engineering and Science"}],"news_room_topics":[],"event_categories":[],"invited_audience":[],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[{"value":"\u003Cp\u003E\u003Ca href=\u0022mailto:jstewart@gatech.edu\u0022\u003EJoshua Stewart\u003C\/a\u003E\u003Cbr\u003ECollege of Engineering\u003C\/p\u003E","format":"limited_html"}],"email":["jstewart@gatech.edu"],"slides":[],"orientation":[],"userdata":""}}}