{"id":646248,"date":"2024-12-08T03:10:21","date_gmt":"2024-12-08T00:10:21","guid":{"rendered":"https:\/\/en.buradabiliyorum.com\/google-says-its-new-ai-model-outperforms-the-top-weather-forecast-system\/"},"modified":"2024-12-08T03:10:21","modified_gmt":"2024-12-08T00:10:21","slug":"google-says-its-new-ai-model-outperforms-the-top-weather-forecast-system","status":"publish","type":"post","link":"https:\/\/buradabiliyorum.com\/en\/google-says-its-new-ai-model-outperforms-the-top-weather-forecast-system\/","title":{"rendered":"#Google says its new AI model outperforms the top weather forecast system"},"content":{"rendered":"
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Google\u2019s DeepMind team unveiled an AI model for weather prediction this week called GenCast.<\/p>\n

In a paper published in Nature<\/a>, DeepMind researchers said they found that GenCast outperforms the European Centre for Medium-Range Weather Forecasts\u2019 ENS \u2014 app<\/a>arently the world\u2019s top operational forecasting system.<\/p>\n

And in a blog post<\/a>, the DeepMind team offered a more accessible explanation of the tech: While its previous weather model was \u201cdeterministic, and provided a single, best estimate of future weather,\u201d GenCast \u201ccomprises an ensemble of 50 or more predictions, each representing a possible weather trajectory,\u201d creating a \u201ccomplex probability distribution of future weather scenarios.\u201d<\/p>\n

As for how it stacks up against ENS, the team said it trained GenCast on weather data up to 2018, then compared its forecasts for 2019, finding that GenCast was more accurate 97.2 percent of the time.<\/p>\n

Google says GenCast is part of its suite of AI-based weather models, which it\u2019s starting to incorporate into Google Search and Maps. It also plans to release real-time and historical forecasts from GenCast, which anyone can use into their own research and models.<\/p>\n<\/div>\n

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If you want to read more like this article, you can visit our Technology<\/a><\/span> category.<\/strong><\/p>\n<\/blockquote>\n

Source<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

Google\u2019s DeepMind team unveiled an AI model for weather prediction this week called GenCast. In a paper published in Nature, DeepMind researchers said they found that GenCast outperforms the European Centre for Medium-Range Weather Forecasts\u2019 ENS \u2014 apparently the world\u2019s top operational forecasting system. And in a blog post, the DeepMind team offered a more…<\/p>\n","protected":false},"author":1,"featured_media":646249,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/techcrunch.com\/wp-content\/uploads\/2023\/03\/lightningcloudGettyImages-1155570898.jpg?resize=1200,816","fifu_image_alt":"","footnotes":""},"categories":[18],"tags":[77337,153076,153077,26293,153078],"class_list":["post-646248","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-technology","tag-ai","tag-deepmind","tag-gencast","tag-google","tag-weather-forecasts"],"_links":{"self":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/646248","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/comments?post=646248"}],"version-history":[{"count":0,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/posts\/646248\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media\/646249"}],"wp:attachment":[{"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/media?parent=646248"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/categories?post=646248"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/buradabiliyorum.com\/en\/wp-json\/wp\/v2\/tags?post=646248"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}