{"id":147385,"date":"2022-10-02T11:23:00","date_gmt":"2022-10-02T16:23:00","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/10\/machine-learning-helps-scientists-peer-a-second-into-the-future"},"modified":"2022-10-02T11:23:00","modified_gmt":"2022-10-02T16:23:00","slug":"machine-learning-helps-scientists-peer-a-second-into-the-future","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/10\/machine-learning-helps-scientists-peer-a-second-into-the-future","title":{"rendered":"Machine learning helps scientists peer (a second) into the future"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/machine-learning-helps-scientists-peer-a-second-into-the-future.jpg\"><\/a><\/p>\n<p>The past may be a fixed and immutable point, but with the help of machine learning, the future can at times be more easily divined.<\/p>\n<p>Using a new type of machine learning method called next generation reservoir computing, researchers at The Ohio State University have recently found a new way to predict the behavior of spatiotemporal chaotic systems\u2014such as changes in Earth\u2019s weather\u2014that are particularly complex for scientists to forecast.<\/p>\n<p>The study, published today in the journal <i>Chaos: An Interdisciplinary Journal of Nonlinear Science<\/i>, utilizes a new and highly <a href=\"https:\/\/phys.org\/tags\/efficient+algorithm\/\" rel=\"tag\" class=\"\">efficient algorithm<\/a> that, when combined with next generation reservoir computing, can learn spatiotemporal chaotic systems in a fraction of the time of other machine learning algorithms.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The past may be a fixed and immutable point, but with the help of machine learning, the future can at times be more easily divined. Using a new type of machine learning method called next generation reservoir computing, researchers at The Ohio State University have recently found a new way to predict the behavior of [\u2026]<\/p>\n","protected":false},"author":661,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,6],"tags":[],"class_list":["post-147385","post","type-post","status-publish","format-standard","hentry","category-information-science","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/147385","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=147385"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/147385\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=147385"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=147385"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=147385"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}