{"id":178402,"date":"2023-12-15T23:23:04","date_gmt":"2023-12-16T05:23:04","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/12\/interpretable-neural-architecture-search-and-transfer-learning-for-understanding-crispr-cas9-off-target-enzymatic-reactions"},"modified":"2023-12-15T23:23:04","modified_gmt":"2023-12-16T05:23:04","slug":"interpretable-neural-architecture-search-and-transfer-learning-for-understanding-crispr-cas9-off-target-enzymatic-reactions","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/12\/interpretable-neural-architecture-search-and-transfer-learning-for-understanding-crispr-cas9-off-target-enzymatic-reactions","title":{"rendered":"Interpretable neural architecture search and transfer learning for understanding CRISPR\u2013Cas9 off-target enzymatic reactions"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/interpretable-neural-architecture-search-and-transfer-learning-for-understanding-crispr-cas9-off-target-enzymatic-reactions2.jpg\"><\/a><\/p>\n<p>Developing predictive mechanistic models in biology is challenging. Elektrum uses neural architecture search, kinetic models and transfer learning to discover CRISPR\u2013Cas9 cleavage kinetics, achieving high performance and biophysical interpretability.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Developing predictive mechanistic models in biology is challenging. Elektrum uses neural architecture search, kinetic models and transfer learning to discover CRISPR\u2013Cas9 cleavage kinetics, achieving high performance and biophysical interpretability.<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,47],"tags":[],"class_list":["post-178402","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-neuroscience"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/178402","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\/661"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=178402"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/178402\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=178402"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=178402"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=178402"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}