{"id":81220,"date":"2022-04-12T23:01:38","date_gmt":"2022-04-13T04:01:38","guid":{"rendered":"http:\/\/www.kateva.org\/sh\/?p=81220"},"modified":"2022-04-12T23:01:38","modified_gmt":"2022-04-13T04:01:38","slug":"unlike-traditional-neural-networks-which-get-trained-on-lots-of-data-in-order-to-make-predictions-a-physics-informed-neural-network-or-pinn-must-satisfy-a-set-of-underly","status":"publish","type":"post","link":"https:\/\/www.kateva.org\/sh\/?p=81220","title":{"rendered":"\u201cUnlike traditional neural networks, which get trained on lots of data in order to make predictions, a \u201cphysics-informed neural network,\u201d or PINN, must satisfy a set of underlying physical constraints as well.\u201d"},"content":{"rendered":"<p><a href=\"https:\/\/www.quantamagazine.org\/deep-learning-poised-to-blow-up-famed-fluid-equations-20220412\/\">Link<\/a>. Hunting singularities in fluid flow equations.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Link. Hunting singularities in fluid flow equations.<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[32],"class_list":["post-81220","post","type-post","status-publish","format-standard","hentry","category-share","tag-pinboard"],"_links":{"self":[{"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/81220","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=81220"}],"version-history":[{"count":1,"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/81220\/revisions"}],"predecessor-version":[{"id":81221,"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=\/wp\/v2\/posts\/81220\/revisions\/81221"}],"wp:attachment":[{"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=81220"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=81220"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.kateva.org\/sh\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=81220"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}