{"id":1261,"date":"2021-03-23T15:38:56","date_gmt":"2021-03-23T15:38:56","guid":{"rendered":"https:\/\/research.reading.ac.uk\/dare\/?p=1261"},"modified":"2021-03-23T15:39:44","modified_gmt":"2021-03-23T15:39:44","slug":"new-ecmwf-strategy-for-machine-learning","status":"publish","type":"post","link":"https:\/\/research.reading.ac.uk\/dare\/2021\/03\/23\/new-ecmwf-strategy-for-machine-learning\/","title":{"rendered":"New ECMWF strategy for machine learning"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-1250 alignleft\" src=\"https:\/\/research.reading.ac.uk\/dare\/wp-content\/uploads\/sites\/5\/2021\/03\/ECMWF-logo.jpg\" alt=\"\" width=\"199\" height=\"69\" \/><\/p>\n<p>ECMWF have just published a strategy for machine learning for the next 10 years. The idea is to combine the best that data-driven approaches can provide with the strengths and physical understanding encapsulated in their existing forecasting systems. More details are given in their\u00a0<a href=\"https:\/\/events.ecmwf.int\/event\/232\/\">science and technology seminar<\/a> and in the\u00a0 <a href=\"https:\/\/www.ecmwf.int\/sites\/default\/files\/elibrary\/2021\/ecmwf-strategy-2021-2030-en.pdf\">strategy document<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; &nbsp; ECMWF have just published a strategy for machine learning for the next 10 years. The idea is to combine the best that data-driven approaches can provide with the&#8230;<a class=\"read-more\" href=\"&#104;&#116;&#116;&#112;&#115;&#58;&#47;&#47;&#114;&#101;&#115;&#101;&#97;&#114;&#99;&#104;&#46;&#114;&#101;&#97;&#100;&#105;&#110;&#103;&#46;&#97;&#99;&#46;&#117;&#107;&#47;&#100;&#97;&#114;&#101;&#47;&#50;&#48;&#50;&#49;&#47;&#48;&#51;&#47;&#50;&#51;&#47;&#110;&#101;&#119;&#45;&#101;&#99;&#109;&#119;&#102;&#45;&#115;&#116;&#114;&#97;&#116;&#101;&#103;&#121;&#45;&#102;&#111;&#114;&#45;&#109;&#97;&#99;&#104;&#105;&#110;&#101;&#45;&#108;&#101;&#97;&#114;&#110;&#105;&#110;&#103;&#47;\">Read More ><\/a><\/p>\n","protected":false},"author":20,"featured_media":1250,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"__cvm_playback_settings":[],"__cvm_video_id":"","footnotes":"","_links_to":"","_links_to_target":""},"categories":[6,40,31],"tags":[],"class_list":["post-1261","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-high-impact-weather","category-machine-learning","category-weather-forecasting"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.8.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>New ECMWF strategy for machine learning - DARE<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/research.reading.ac.uk\/dare\/2021\/03\/23\/new-ecmwf-strategy-for-machine-learning\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New ECMWF strategy for machine learning - DARE\" \/>\n<meta property=\"og:description\" content=\"&nbsp; &nbsp; ECMWF have just published a strategy for machine learning for the next 10 years. 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