{"id":87936,"date":"2019-02-19T01:02:22","date_gmt":"2019-02-19T09:02:22","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2019\/02\/artificial-intelligence-alone-wont-solve-the-complexity-of-earth-sciences"},"modified":"2019-02-19T01:02:22","modified_gmt":"2019-02-19T09:02:22","slug":"artificial-intelligence-alone-wont-solve-the-complexity-of-earth-sciences","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2019\/02\/artificial-intelligence-alone-wont-solve-the-complexity-of-earth-sciences","title":{"rendered":"Artificial intelligence alone won\u2019t solve the complexity of Earth sciences"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/artificial-intelligence-alone-wont-solve-the-complexity-of-earth-sciences2.jpg\"><\/a><\/p>\n<p>One way to crack this problem, according to the authors of a Perspective in this issue, is through a hybrid approach. The latest techniques in deep learning should be accompanied by a hand-in-glove pursuit of conventional physical modelling to help to overcome otherwise intractable problems such as simulating the particle-formation processes that govern cloud convection. The hybrid approach makes the most of well-understood physical principles such as fluid dynamics, incorporating deep learning where physical processes cannot yet be adequately resolved.<\/p>\n<hr>\n<p>Studies of complex climate and ocean systems could gain from a hybrid between artificial intelligence and physical modelling.<\/p>\n<p><!-- Link: <a href=\"https:\/\/www.nature.com\/articles\/d41586-019-00556-5\">https:\/\/www.nature.com\/articles\/d41586&#45;019&#45;00556&#45;5<\/a> --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>One way to crack this problem, according to the authors of a Perspective in this issue, is through a hybrid approach. The latest techniques in deep learning should be accompanied by a hand-in-glove pursuit of conventional physical modelling to help to overcome otherwise intractable problems such as simulating the particle-formation processes that govern cloud convection. [\u2026]<\/p>\n","protected":false},"author":417,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[493,48,6],"tags":[],"class_list":["post-87936","post","type-post","status-publish","format-standard","hentry","category-climatology","category-particle-physics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/87936","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\/417"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=87936"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/87936\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=87936"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=87936"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=87936"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}