{"id":7022,"date":"2025-07-11T05:44:00","date_gmt":"2025-07-10T20:44:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7022"},"modified":"2025-06-28T22:46:10","modified_gmt":"2025-06-28T13:46:10","slug":"a-survey-of-ai-for-materials-science-foundation-models-llm-agents-datasets-and-tools","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7022","title":{"rendered":"A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of AI for Materials Science: Foundation Models, LLM Agents, Datasets, and Tools\u00a0<\/strong>[15.9]<br>\u30d5\u30a1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u30e2\u30c7\u30eb(FM)\u306f\u3001\u79d1\u5b66\u7684\u767a\u898b\u306e\u305f\u3081\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u6c4e\u7528\u7684\u3067\u30de\u30eb\u30c1\u30e2\u30fc\u30c0\u30eb\u306aAI\u30b7\u30b9\u30c6\u30e0\u3092\u5b9f\u73fe\u3059\u308b\u3002 \u3053\u306e\u8abf\u67fb\u306f\u3001\u3053\u306e\u6210\u9577\u5206\u91ce\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u57fa\u76e4\u30e2\u30c7\u30eb\u3001\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u30b7\u30b9\u30c6\u30e0\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3001\u8a08\u7b97\u30c4\u30fc\u30eb\u306e\u5305\u62ec\u7684\u6982\u8981\u3092\u63d0\u4f9b\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2506.20743v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2506.20743v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 25 Jun 2025 18:10:30 GMT)<\/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":[687,387],"class_list":["post-7022","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-materials","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7022","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=7022"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7022\/revisions"}],"predecessor-version":[{"id":7023,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7022\/revisions\/7023"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7022"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7022"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7022"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}