{"id":218827,"date":"2025-07-27T08:03:00","date_gmt":"2025-07-27T13:03:00","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2025\/07\/navigating-protein-landscapes-with-a-machine-learned-transferable-coarse-grained-model"},"modified":"2025-07-27T08:03:00","modified_gmt":"2025-07-27T13:03:00","slug":"navigating-protein-landscapes-with-a-machine-learned-transferable-coarse-grained-model","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2025\/07\/navigating-protein-landscapes-with-a-machine-learned-transferable-coarse-grained-model","title":{"rendered":"Navigating protein landscapes with a machine-learned transferable coarse-grained model"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/navigating-protein-landscapes-with-a-machine-learned-transferable-coarse-grained-model2.jpg\"><\/a><\/p>\n<p>Designing simplified models for protein simulation has been a significant challenge for several decades. Using a diverse set of test proteins, and a deep-learning architecture, we have now developed a simple and chemically transferable force field for efficient simulation of protein sequences.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Designing simplified models for protein simulation has been a significant challenge for several decades. Using a diverse set of test proteins, and a deep-learning architecture, we have now developed a simple and chemically transferable force field for efficient simulation of protein sequences.<\/p>\n","protected":false},"author":732,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[19,6],"tags":[],"class_list":["post-218827","post","type-post","status-publish","format-standard","hentry","category-chemistry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/218827","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\/732"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=218827"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/218827\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=218827"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=218827"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=218827"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}