{"id":221539,"date":"2025-09-08T08:03:25","date_gmt":"2025-09-08T13:03:25","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/09\/ai-driven-framework-creates-defect-tolerant-metamaterials-with-complex-functionality"},"modified":"2025-09-08T08:03:25","modified_gmt":"2025-09-08T13:03:25","slug":"ai-driven-framework-creates-defect-tolerant-metamaterials-with-complex-functionality","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/09\/ai-driven-framework-creates-defect-tolerant-metamaterials-with-complex-functionality","title":{"rendered":"AI-driven framework creates defect-tolerant metamaterials with complex functionality"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/ai-driven-framework-creates-defect-tolerant-metamaterials-with-complex-functionality2.jpg\"><\/a><\/p>\n<p>Many industrial products\u2014from car bumpers to aerospace panels and medical implants\u2014owe their performance to lightweight, cellular materials. These hard-working synthetics are engineered to meet specific functionality goals, but too often, defects introduced during the fabrication process can lead to subpar performance or even catastrophic failure.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Many industrial products\u2014from car bumpers to aerospace panels and medical implants\u2014owe their performance to lightweight, cellular materials. These hard-working synthetics are engineered to meet specific functionality goals, but too often, defects introduced during the fabrication process can lead to subpar performance or even catastrophic failure.<\/p>\n","protected":false},"author":534,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,6],"tags":[],"class_list":["post-221539","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/221539","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/534"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=221539"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/221539\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=221539"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=221539"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=221539"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}