{"id":6086,"date":"2025-09-24T09:33:52","date_gmt":"2025-09-24T00:33:52","guid":{"rendered":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/?p=6086"},"modified":"2025-09-24T09:33:52","modified_gmt":"2025-09-24T00:33:52","slug":"%e3%80%90%e7%a0%94%e7%a9%b6%e6%88%90%e6%9e%9c%e3%80%91%e8%84%b3%e8%a1%80%e7%ae%a1%e3%81%ae%e8%a1%80%e6%b5%81%e3%82%92ai%e3%81%a7%e5%8d%b3%e6%99%82%e4%ba%88%e6%b8%ac-%e3%83%bc%e9%99%90%e3%82%89","status":"publish","type":"post","link":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/news\/6086\/","title":{"rendered":"\u3010\u7814\u7a76\u6210\u679c\u3011\u8133\u8840\u7ba1\u306e\u8840\u6d41\u3092AI\u3067\u5373\u6642\u4e88\u6e2c \u30fc\u9650\u3089\u308c\u305f\u60a3\u8005\u30c7\u30fc\u30bf\u304b\u3089\u9ad8\u7cbe\u5ea6\u306b\u518d\u73fe\u3001\u500b\u5225\u5316\u533b\u7642\u3078\u9053\u30fc (2025.9.24)"},"content":{"rendered":"\u3010\u767a\u8868\u306e\u30dd\u30a4\u30f3\u30c8\u3011<br 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\/>\u4eca\u56de\u3001\u65b0\u305f\u306b\u7269\u7406\u6cd5\u5247\uff08\u30ca\u30d3\u30a8\u2013\u30b9\u30c8\u30fc\u30af\u30b9\u65b9\u7a0b\u5f0f\uff09\u3092\u5b66\u7fd2\u306b\u7d44\u307f\u8fbc\u3080\u7269\u7406\u30a4\u30f3\u30d5\u30a9\u30fc\u30e0\u30c9\u30fb\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08PINNs\uff09<sup>\uff08\u6ce8\uff11\uff09<\/sup>\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u300151\u540d\u5206\u3068\u3044\u3046\u9650\u3089\u308c\u305f\u60a3\u8005\u30c7\u30fc\u30bf\u3067\u3082\u3001\u9ad8\u7cbe\u5ea6\u306a3\u6b21\u5143\u8840\u6d41\u4e88\u6e2c\u30921\u79d2\u4ee5\u5185\u306b\u5b9f\u884c\u3059\u308b\u3053\u3068\u306b\u6210\u529f\u3057\u307e\u3057\u305f\u3002<br \/>\u3053\u306e\u6210\u679c\u306f\u3001\u500b\u5225\u5316\u533b\u7642\u306e\u63a8\u9032\u3084\u3001\u624b\u8853\u4e2d\u30fb\u6551\u6025\u533b\u7642\u306a\u3069\u8fc5\u901f\u306a\u5224\u65ad\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u9762\u3067\u306e\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002\u672c\u7814\u7a76\u6210\u679c\u306f\u3001\u5b66\u8853\u8a8c Engineering Applications of Artificial Intelligence \u306b2025\u5e748\u670825\u65e5\u306b\u63b2\u8f09\u3055\u308c\u307e\u3057\u305f\u3002<br \/><br \/><br \/><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-content\/uploads\/sites\/2\/2025\/09\/Figure1_2025anzai.jpg\" alt=\"\" width=\"800\" height=\"507\" class=\"alignnone  wp-image-6087\" \/><br \/>\u6df1\u5c64\u5b66\u7fd2\u6280\u8853\u3092\u7528\u3044\u305f\u65b0\u3057\u3044\u8840\u6d41\u89e3\u6790<br \/><br \/><br \/><span>\u3010\u7528\u8a9e\u89e3\u8aac\u3011<\/span><br \/><span>\u6ce81\uff1aPINNs \uff08Physics-Informed Neural Networks\uff09<\/span><br \/><span>\u7269\u7406\u6cd5\u5247\u3092\u640d\u5931\u95a2\u6570\u306b\u7d44\u307f\u8fbc\u307f\u3001\u30c7\u30fc\u30bf\u304c\u5c11\u306a\u304f\u3066\u3082\u7269\u7406\u7684\u6574\u5408\u6027\u3092\u4fdd\u3063\u305f\u5b66\u7fd2\u3092\u53ef\u80fd\u306b\u3059\u308b\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3002<\/span><br \/><br \/><span>\u3010\u8ad6\u6587\u60c5\u5831\u3011<\/span><br \/><span>\u30bf\u30a4\u30c8\u30eb\uff1aPhysics-informed point cloud deep learning for cerebral hemodynamics with limited patient data<\/span><br \/><span>\u8457\u8005\uff1aJing Liao, Gaoyang Li, Keito Yanagisawa, Shin-Ichiro Sugiyama, Makoto Ohta, Hitomi Anzai*<\/span><br \/><span>*\u8cac\u4efb\u8457\u8005\uff1a\u6771\u5317\u5927\u5b66\u6d41\u4f53\u79d1\u5b66\u7814\u7a76\u6240\u3000\u51c6\u6559\u6388\u3000\u5b89\u897f\u7738<br \/>\u63b2\u8f09\u8a8c\uff1aEngineering Applications of Artificial Intelligence<\/span><br \/>DOI: <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0952197625020421\" target=\"_blank\" rel=\"noopener\">10.1016\/j.engappai.2025.112034<\/a><br \/><br \/><br \/><a href=\"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/pdf\/research_2025anzai.pdf\" target=\"_blank\" rel=\"noopener\">\u8a73\u7d30\uff08\u7814\u7a76\u6210\u679c\u30ea\u30ea\u30fc\u30b9\u6587\u66f8\uff09<\/a><br \/><br \/><br \/>\u3010\u95a2\u9023\u30ea\u30f3\u30af\u3011<br \/><a href=\"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/research\/dv_crfrd\/bfdl\/\" target=\"_blank\" rel=\"noopener\">\u751f\u4f53\u6d41\u52d5\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u7814\u7a76\u5206\u91ce<\/a><br \/><a href=\"https:\/\/www.ifs.tohoku.ac.jp\/bfc\/html\/index_ohta_j.html\" target=\"_blank\" rel=\"noopener\">\u592a\u7530\u7814\u7a76\u5ba4<\/a><br \/><br \/>\u3010\u554f\u3044\u5408\u308f\u305b\u5148\u3011<br \/>\uff08\u7814\u7a76\u306b\u95a2\u3059\u308b\u3053\u3068\uff09<br \/>\u6771\u5317\u5927\u5b66\u6d41\u4f53\u79d1\u5b66\u7814\u7a76\u6240<br \/>\u51c6\u6559\u6388\u3000\u5b89\u897f\u3000\u7738<br \/>\u96fb\u8a71\u3000022-217-5224<br \/>E-mail\u3000hitomi.anzai.b5*tohoku.ac.jp<br \/>\uff08*\u3092@\u306b\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\uff09<br \/><br \/>\uff08\u5831\u9053\u306b\u95a2\u3059\u308b\u3053\u3068\uff09<br \/>\u6771\u5317\u5927\u5b66\u6d41\u4f53\u79d1\u5b66\u7814\u7a76\u6240\u3000\u56fd\u969b\u7814\u7a76\u6226\u7565\u5ba4\uff08\u5e83\u5831\uff09<br \/>\u96fb\u8a71\u3000022-217-5873<br \/>E-mail\u3000ifs-koho*grp.tohoku.ac.jp<br \/>\uff08*\u3092@\u306b\u7f6e\u304d\u63db\u3048\u3066\u304f\u3060\u3055\u3044\uff09","protected":false},"excerpt":{"rendered":"\u3010\u767a\u8868\u306e\u30dd\u30a4\u30f3\u30c8\u3011\u30fb\u6df1\u5c64\u5b66\u7fd2\u306b\u3088\u308a\u8840\u7ba1\u8868\u9762\u5f62\u72b6\u304b\u3089\u8907\u96d1\u306a3\u6b21\u5143\u8840\u6d41\u3092\u5373\u6642\u63a8\u5b9a\u3059\u308b\u6280\u8853\u3092\u958b\u767a\u30fb\u7269\u7406\u6cd5\u5247\uff08\u30ca\u30d3\u30a8\u2013\u30b9\u30c8\u30fc\u30af\u30b9\u65b9\u7a0b\u5f0f\uff09\u3092\u5b66\u7fd2\u306b\u7d44\u307f\u8fbc\u3080\u3053\u3068\u3067\u3001\u5f93\u6765\u306f\u5927\u91cf\u306b\u5fc5\u8981\u3060\u3063\u305f\u30c7\u30fc\u30bf\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u306a\u304c\u3089\u3082\u9ad8\u7cbe\u5ea6\u306a\u4e88\u6e2c\u3092\u5b9f\u73fe [&hellip;]","protected":false},"author":1,"featured_media":5009,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[38],"tags":[11],"class_list":["post-6086","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-research","tag-crfrd_bfdl"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/posts\/6086","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/comments?post=6086"}],"version-history":[{"count":5,"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/posts\/6086\/revisions"}],"predecessor-version":[{"id":6092,"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/posts\/6086\/revisions\/6092"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/media\/5009"}],"wp:attachment":[{"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/media?parent=6086"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/categories?post=6086"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ifs.tohoku.ac.jp\/jpn\/wp-json\/wp\/v2\/tags?post=6086"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}