{"id":437,"date":"2026-07-08T18:12:49","date_gmt":"2026-07-08T18:12:49","guid":{"rendered":"https:\/\/ne.ncsu.edu\/cmm\/?page_id=437"},"modified":"2026-07-08T18:22:59","modified_gmt":"2026-07-08T18:22:59","slug":"ai-driven-computational-methods","status":"publish","type":"page","link":"https:\/\/ne.ncsu.edu\/cmm\/ai-driven-computational-methods\/","title":{"rendered":"AI-Driven Computational Methods"},"content":{"rendered":"\n\n\n\n\n<h2 class=\"wp-block-heading\">Implicit integration of neural network surrogate  constitutive model in FEM<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"927\" height=\"1024\" src=\"https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.22.29-PM-927x1024.png\" alt=\"\" class=\"wp-image-450\" srcset=\"https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.22.29-PM-927x1024.png 927w, https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.22.29-PM-272x300.png 272w, https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.22.29-PM-768x848.png 768w, https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.22.29-PM.png 974w\" sizes=\"auto, (max-width: 927px) 100vw, 927px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Arbitrary Data-Driven Strength Surfaces for Complete Phase Field Fracture Model<\/h2>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"1024\" src=\"https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.20.42-PM-991x1024.png\" alt=\"\" class=\"wp-image-449\" srcset=\"https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.20.42-PM-991x1024.png 991w, https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.20.42-PM-290x300.png 290w, https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.20.42-PM-768x793.png 768w, https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.20.42-PM.png 1026w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Implicit integration of neural network surrogate constitutive model in FEM Arbitrary Data-Driven Strength Surfaces for Complete Phase Field Fracture Model<\/p>\n","protected":false},"author":306,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"ncst_custom_author":"","ncst_show_custom_author":false,"ncst_dynamicHeaderBlockName":"ncst\/split-header","ncst_dynamicHeaderData":"{\"backgroundColor\":\"custombg_one\",\"imageURL\":\"https:\/\/ne.ncsu.edu\/cmm\/wp-content\/uploads\/sites\/24\/2026\/07\/Screenshot-2026-07-08-at-2.11.56-PM-1.png\",\"imageID\":442,\"imageAlt\":\"\"}","ncst_content_audit_freq":"","ncst_content_audit_date":"","ncst_content_audit_display":false,"ncst_backToTopFlag":"","footnotes":""},"class_list":["post-437","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/ne.ncsu.edu\/cmm\/wp-json\/wp\/v2\/pages\/437","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ne.ncsu.edu\/cmm\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ne.ncsu.edu\/cmm\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ne.ncsu.edu\/cmm\/wp-json\/wp\/v2\/users\/306"}],"replies":[{"embeddable":true,"href":"https:\/\/ne.ncsu.edu\/cmm\/wp-json\/wp\/v2\/comments?post=437"}],"version-history":[{"count":4,"href":"https:\/\/ne.ncsu.edu\/cmm\/wp-json\/wp\/v2\/pages\/437\/revisions"}],"predecessor-version":[{"id":451,"href":"https:\/\/ne.ncsu.edu\/cmm\/wp-json\/wp\/v2\/pages\/437\/revisions\/451"}],"wp:attachment":[{"href":"https:\/\/ne.ncsu.edu\/cmm\/wp-json\/wp\/v2\/media?parent=437"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}