{"id":844,"date":"2024-12-15T20:20:05","date_gmt":"2024-12-16T01:20:05","guid":{"rendered":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/?p=844"},"modified":"2026-07-29T12:06:32","modified_gmt":"2026-07-29T17:06:32","slug":"siqis-first-authored-paper-was-accepted-by-neurips-2024-ai4mat-workshop-as-a-spotlight-talk","status":"publish","type":"post","link":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/2024\/12\/15\/siqis-first-authored-paper-was-accepted-by-neurips-2024-ai4mat-workshop-as-a-spotlight-talk\/","title":{"rendered":"Siqi&#8217;s first-authored paper was selected as a Spotlight Talk by NeurIPS&#8217;2024 AI4Mat Workshop!"},"content":{"rendered":"\n<p>Siqi\u2019s first-authored paper, \u201c<strong>Integrating Graph Neural Networks and Many-Body Expansion Theory for Potential Energy Surfaces<\/strong>\u201d, has been accepted by NeurIPS&#8217;2024 AI4Mat Workshop as a Spotlight Talk! In this paper, Siqi and coworkers from our team presented a new version of the many-body expansion theory that integrates a fragment-based graph neural network, namely FB-GNN-MBE. You are welcome to read the paper\u00a0<a href=\"https:\/\/openreview.net\/forum?id=ra3CxVuhUf\">online<\/a>\u00a0and the\u00a0<a href=\"https:\/\/www.umass.edu\/engineering\/news\/siqi-chen-spotlight-paper\">newsletter<\/a>\u00a0from the UMass Department of Chemical Engineering.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"389\" src=\"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-1024x389.png\" alt=\"\" class=\"wp-image-841\" style=\"width:461px;height:auto\" srcset=\"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-1024x389.png 1024w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-300x114.png 300w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-768x292.png 768w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-1536x584.png 1536w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-2048x778.png 2048w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-100x38.png 100w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-150x57.png 150w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-200x76.png 200w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-450x171.png 450w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-600x228.png 600w, https:\/\/elements.chem.umass.edu\/zlinqcgroup\/files\/2024\/12\/Figure1-new-900x342.png 900w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure><\/div>","protected":false},"excerpt":{"rendered":"<p>Siqi\u2019s first-authored paper, \u201cIntegrating Graph Neural Networks and Many-Body Expansion Theory for Potential Energy Surfaces\u201d, has been accepted by NeurIPS&#8217;2024 AI4Mat Workshop as a Spotlight Talk! In this paper, Siqi and coworkers from our team presented a new version of &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"more-link\" href=\"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/2024\/12\/15\/siqis-first-authored-paper-was-accepted-by-neurips-2024-ai4mat-workshop-as-a-spotlight-talk\/\"> <span class=\"screen-reader-text\">Siqi&#8217;s first-authored paper was selected as a Spotlight Talk by NeurIPS&#8217;2024 AI4Mat Workshop!<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":88,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-844","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/posts\/844","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/users\/88"}],"replies":[{"embeddable":true,"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/comments?post=844"}],"version-history":[{"count":3,"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/posts\/844\/revisions"}],"predecessor-version":[{"id":978,"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/posts\/844\/revisions\/978"}],"wp:attachment":[{"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/media?parent=844"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/categories?post=844"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/elements.chem.umass.edu\/zlinqcgroup\/wp-json\/wp\/v2\/tags?post=844"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}