{"id":7128,"date":"2025-07-25T06:36:00","date_gmt":"2025-07-24T21:36:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7128"},"modified":"2025-07-20T14:43:13","modified_gmt":"2025-07-20T05:43:13","slug":"fourcastnet-3-a-geometric-approach-to-probabilistic-machine-learning-weather-forecasting-at-scale","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7128","title":{"rendered":"FourCastNet 3: A geometric approach to probabilistic machine-learning weather forecasting at scale"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>FourCastNet 3: A geometric approach to probabilistic machine-learning weather forecasting at scale\u00a0<\/strong>[91.8]<br>FourCastNet 3\u306f\u3001\u78ba\u7387\u7684\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u4e88\u6e2c\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u5e7e\u4f55\u5b66\u7684\u306a\u6a5f\u68b0\u5b66\u7fd2(ML)\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u5b9f\u88c5\u3059\u308b\u3053\u3068\u3067\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u6c17\u8c61\u30e2\u30c7\u30ea\u30f3\u30b0\u3092\u63a8\u9032\u3057\u3066\u3044\u308b\u3002 FourCastNet 3\u306f\u3001\u5f93\u6765\u306e\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u30e2\u30c7\u30eb\u3092\u4e0a\u56de\u308b\u4e88\u6e2c\u7cbe\u5ea6\u3092\u63d0\u4f9b\u3057\u3001\u6700\u826f\u306e\u62e1\u6563\u30d9\u30fc\u30b9\u306e\u30e1\u30bd\u30c3\u30c9\u306b\u5339\u6575\u3059\u308b\u3002 \u305d\u306e\u8a08\u7b97\u52b9\u7387\u3001\u4e2d\u8ddd\u96e2\u78ba\u7387\u7684\u30b9\u30ad\u30eb\u3001\u30b9\u30da\u30af\u30c8\u30eb\u306e\u5fe0\u5b9f\u5ea6\u3001\u304a\u3088\u3073\u30b5\u30d6\u30b7\u30fc\u30ba\u30f3\u30bf\u30a4\u30e0\u30b9\u30b1\u30fc\u30eb\u3067\u306e\u30ed\u30fc\u30eb\u30a2\u30a6\u30c8\u5b89\u5b9a\u6027\u306f\u3001\u5927\u898f\u6a21\u306a\u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u4e88\u6e2c\u3092\u901a\u3058\u3066\u6c17\u8c61\u4e88\u77e5\u3068\u65e9\u671f\u8b66\u5831\u30b7\u30b9\u30c6\u30e0\u3092\u6539\u5584\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u5019\u88dc\u3068\u306a\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2507.12144v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2507.12144v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 16 Jul 2025 11:22:18 GMT)<\/li>\n\n\n\n<li>\u6a5f\u68b0\u5b66\u7fd2\u30d9\u30fc\u30b9\u306e\u6c17\u8c61\u4e88\u6e2c\u3002\n<ul class=\"wp-block-list\">\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/NVIDIA\/makani\">GitHub &#8211; NVIDIA\/makani: Massively parallel training of machine-learning based weather and climate models<\/a><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[568],"class_list":["post-7128","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-568"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7128","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7128"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7128\/revisions"}],"predecessor-version":[{"id":7129,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7128\/revisions\/7129"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7128"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7128"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7128"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}