{"id":215626,"date":"2026-05-18T11:07:00","date_gmt":"2026-05-18T15:07:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/18\/new-matterchat-model-helps-ai-to-see-the-language-of-science\/"},"modified":"2026-05-18T11:10:08","modified_gmt":"2026-05-18T15:10:08","slug":"new-matterchat-model-helps-ai-to-see-the-language-of-science","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/18\/new-matterchat-model-helps-ai-to-see-the-language-of-science\/","title":{"rendered":"New MatterChat Model Helps AI to \u2018See\u2019 the Language of Science"},"content":{"rendered":"<p><a href=\"https:\/\/newscenter.lbl.gov\/2026\/05\/18\/new-matterchat-model-helps-ai-to-see-the-language-of-science\/\">New MatterChat Model Helps AI to \u2018See\u2019 the Language of Science<\/a><\/p>\n<p><a href=\"https:\/\/newscenter.lbl.gov\/2026\/05\/18\/new-matterchat-model-helps-ai-to-see-the-language-of-science\/\">https:\/\/newscenter.lbl.gov\/2026\/05\/18\/new-matterchat-model-helps-ai-to-see-the-language-of-science\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-18 11:07:00<\/a><\/p>\n<p>Source Domain: <a href=\"newscenter.lbl.gov\">newscenter.lbl.gov<\/a><\/p>\n<ul>\n<li>MatterChat, an AI framework from Lawrence Berkeley National Laboratory (Berkeley Lab), connects large language models (LLMs) with physics-based models to bridge text-based models and high-resolution, three-dimensional data of the physical sciences.<\/li>\n<li>The framework significantly outperforms general-purpose AI tools in predicting material properties and holds potential for accelerating scientific discovery by providing insights and instructions for synthesizing novel materials.<\/li>\n<li>MatterChat was developed to address the computational cost and structural limitations of traditional simulations while harnessing the rapid knowledge synthesis abilities of LLMs.<\/li>\n<li>The system employs a bridge model that aligns LLMs\u2019 general knowledge with deep understanding from atomic-scale models, allowing for grounded scientific insights into complex materials challenges.<\/li>\n<li>Researchers validated MatterChat&#8217;s performance using a dataset combining atomic structures with properties fundamental to microelectronics, showing superior accuracy in classifying material types and predicting properties such as bandgap.<\/li>\n<li>MatterChat\u2019s modular design leverages pre-trained models and emphasizes forward compatibility, aiming to adapt to future scientific data and advancements in LLMs.<\/li>\n<li>The project has expanded with collaborations from Fermilab on a DOE project aimed at developing high-speed radiation-hardened detectors for particle physics.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>New MatterChat Model Helps AI to \u2018See\u2019 the Language of Science https:\/\/newscenter.lbl.gov\/2026\/05\/18\/new-matterchat-model-helps-ai-to-see-the-language-of-science\/ Publish Date: 2026-05-18&#8230;<\/p>\n","protected":false},"author":1,"featured_media":215627,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/newscenter.lbl.gov\/wp-content\/uploads\/2026\/05\/1025x685px_MatterChat_v2_without_caption.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-215626","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/215626"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=215626"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/215626\/revisions"}],"predecessor-version":[{"id":215628,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/215626\/revisions\/215628"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/215627"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=215626"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=215626"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=215626"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}