{"id":7397,"date":"2025-09-15T05:43:00","date_gmt":"2025-09-14T20:43:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7397"},"modified":"2025-09-06T21:46:17","modified_gmt":"2025-09-06T12:46:17","slug":"a-survey-of-scientific-large-language-models-from-data-foundations-to-agent-frontiers","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7397","title":{"rendered":"A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers\u00a0<\/strong>[221.3]<br>\u79d1\u5b66\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(Sci-LLMs)\u306f\u3001\u79d1\u5b66\u7814\u7a76\u306b\u304a\u3044\u3066\u3001\u77e5\u8b58\u306e\u8868\u73fe\u3001\u7d71\u5408\u3001\u9069\u7528\u306e\u65b9\u6cd5\u3092\u5909\u3048\u3064\u3064\u3042\u308b\u3002 \u3053\u306e\u8abf\u67fb\u306f\u3001\u30e2\u30c7\u30eb\u3068\u305d\u306e\u57fa\u76e4\u3068\u306a\u308b\u30c7\u30fc\u30bf\u57fa\u677f\u306e\u5171\u9032\u5316\u3068\u3057\u3066\u3001Sci-LLM\u306e\u958b\u767a\u3092\u518d\u8003\u3059\u308b\u3002 \u6211\u3005\u306f\u3001\u79d1\u5b66\u7684\u30c7\u30fc\u30bf\u306e\u7d71\u4e00\u3055\u308c\u305f\u5206\u985e\u6cd5\u3068\u3001\u79d1\u5b66\u7684\u77e5\u8b58\u306e\u968e\u5c64\u7684\u306a\u30e2\u30c7\u30eb\u3092\u5b9a\u5f0f\u5316\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2508.21148v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2508.21148v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Thu, 28 Aug 2025 18:30:52 GMT)<\/li>\n\n\n\n<li>\u5fdc\u7528\u304c\u9032\u3080\u79d1\u5b66\u7814\u7a76\u3068LLM\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/open-sciencelab\/Awesome-Scientific-Datasets-and-LLMs\">GitHub &#8211; open-sciencelab\/Awesome-Scientific-Datasets-and-LLMs: A curated collection of papers, datasets, and resources on Scientific Datasets and Large Language Models (LLMs)<\/a><\/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":[223,387,623],"class_list":["post-7397","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-survey","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7397","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=7397"}],"version-history":[{"count":2,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7397\/revisions"}],"predecessor-version":[{"id":7399,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7397\/revisions\/7399"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7397"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7397"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7397"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}