{"id":84283,"date":"2026-05-01T14:00:36","date_gmt":"2026-05-01T05:00:36","guid":{"rendered":"https:\/\/www.waseda.jp\/inst\/research\/?p=84283"},"modified":"2026-05-01T14:07:23","modified_gmt":"2026-05-01T05:07:23","slug":"%e4%b8%ad%e5%9b%bd%e3%81%ae%e5%bc%b7%e7%a1%ac%e3%81%aa%e5%af%be%e5%a4%96%e7%99%ba%e4%bf%a1%e3%81%af%e6%9d%b1%e3%82%a2%e3%82%b8%e3%82%a2%e3%81%a7%e9%80%86%e5%8a%b9%e6%9e%9c","status":"publish","type":"post","link":"https:\/\/www.waseda.jp\/inst\/research\/news\/84283","title":{"rendered":"\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u3066\u8907\u96d1\u7cfb\u6750\u6599\u958b\u767a\u3092\u98db\u8e8d\u7684\u306b\u52a0\u901f"},"content":{"rendered":"<h2 style=\"text-align: center;\"><strong>\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u3066\u8907\u96d1\u7cfb\u6750\u6599\u958b\u767a\u3092\u98db\u8e8d\u7684\u306b\u52a0\u901f<br \/>\n<\/strong><strong>\uff5e\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\u306e\u9069\u7528\u3067\u9ad8\u3044\u7cbe\u5ea6\u306e\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1\u306e\u786c\u3055\u4e88\u6e2c\u3092\u5b9f\u8a3c\uff5e<\/strong><\/h2>\n<h3>\u767a\u8868\u306e\u30dd\u30a4\u30f3\u30c8<\/h3>\n<ul>\n<li>\uf06c \u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4e00\u3064\u3067\u3042\u308b\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\u3092\u7528\u3044\u3066\u3001\u8907\u96d1\u7cfb\u6750\u6599\u306e\u4ee3\u8868\u683c\u3067\u3042\u308b\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1\u306e\u786c\u3055\u306e\u63a8\u5b9a\u3092\u884c\u3044\u3001\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u306e\u6bd4\u8f03\u3092\u884c\u3044\u307e\u3057\u305f\u3002<\/li>\n<li>\uf06c \u91cf\u5b50\u56de\u8def\u5b66\u7fd2\u306f\u3001\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3068\u6bd4\u8f03\u3057\u3066\u3001\u6750\u6599\u958b\u767a\u3067\u91cd\u8981\u3068\u306a\u308b\u3001\u5c11\u6570\u30c7\u30fc\u30bf\u306b\u3088\u308b\u672a\u77e5\u306e\u9818\u57df\u306e\u4e88\u6e2c\u6027\u80fd\u304c\u9ad8\u3044\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/li>\n<li>\uf06c \u5c11\u6570\u30c7\u30fc\u30bf\u3067\u9ad8\u3044\u4e88\u6e2c\u7cbe\u5ea6\u3092\u5b9f\u73fe\u3059\u308b\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\u306b\u3088\u308a\u3001\u4eca\u5f8c\u3001\u8907\u96d1\u306a\u69cb\u9020\u3092\u6301\u3064\u6750\u6599\u306e\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u304c\u3001\u98db\u8e8d\u7684\u306b\u52a0\u901f\u3055\u308c\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u8fd1\u5e74\u3001\u6750\u6599\u958b\u767a\u306b\u304a\u3044\u3066\u306f\u60c5\u5831\u79d1\u5b66\u3092\u6750\u6599\u958b\u767a\u306b\u6d3b\u7528\u3059\u308b\u300c\u30de\u30c6\u30ea\u30a2\u30eb\u30ba\u30fb\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9\uff08MI\uff09<sup>\u203b1<\/sup>\u300d\u306e\u6d3b\u7528\u304c\u9032\u307f\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u5f93\u6765\u306e\u6750\u6599\u958b\u767a\u3088\u308a\u3082\u52b9\u7387\u5316\u304c\u56f3\u3089\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u4e00\u65b9\u3067\u3001\u65b0\u898f\u6750\u6599\u958b\u767a\u306b\u304a\u3051\u308b\u5b9f\u9a13\u30c7\u30fc\u30bf\u306e\u5c11\u306a\u3055\u3068\u539f\u5b50\u30ec\u30d9\u30eb\u306e\u8907\u96d1\u6027\u304c\u969c\u58c1\u3068\u306a\u308a\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u304c\u5c11\u6570\u3082\u3057\u304f\u306f\u7121\u3044\u5834\u5408\u306e\u4e88\u6e2c\u3067\u306f\u3001\u4e88\u6e2c\u7cbe\u5ea6\u3068\u904e\u5b66\u7fd2<sup>\u203b2<\/sup>\u304c\u554f\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002<br \/>\n\u65e9\u7a32\u7530\u5927\u5b66\u7406\u5de5\u5b66\u8853\u9662 <a href=\"https:\/\/w-rdb.waseda.jp\/html\/100000006_ja.html\">\u5c71\u672c\u77e5\u4e4b\uff08\u3084\u307e\u3082\u3068\u3068\u3082\u3086\u304d\uff09\u6559\u6388<\/a>\u3068\u5bcc\u58eb\u901a\u682a\u5f0f\u4f1a\u793e\u306e\u7814\u7a76\u30b0\u30eb\u30fc\u30d7\u306f\u3001\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u304c\u82e6\u624b\u3068\u3059\u308b\u300c\u5c11\u6570\u30c7\u30fc\u30bf\u304b\u3089\u306e\u672a\u77e5\u9818\u57df\uff08\u5916\u633f<sup>\u203b3<\/sup>\uff09\u4e88\u6e2c\u300d\u306b\u304a\u3044\u3066\u3001\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\uff08Quantum Circuit Learning\uff09<sup>\u203b4<\/sup>\uff08\u4ee5\u4e0b\u300cQCL\u300d\u3068\u3044\u3046\uff09\u3092\u7528\u3044\u3066\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1\u306e\u786c\u5ea6\u4e88\u6e2c\u3092\u691c\u8a3c\u3057\u307e\u3057\u305f\u3002\u305d\u306e\u7d50\u679c\u3001QCL\u306f\u6750\u6599\u958b\u767a\u306e\u4e88\u6e2c\u306b\u9ad8\u3044\u6c4e\u7528\u6027\u3068\u7cbe\u5ea6\u3092\u6301\u3064\u3053\u3068\u3092\u5b9f\u8a3c\u3057\u307e\u3057\u305f\u3002\u672c\u6210\u679c\u3092\u57fa\u306b\u3057\u3066\u3001\u8907\u96d1\u306a\u69cb\u9020\u3092\u6301\u3064\u6750\u6599\u306e\u958b\u767a\u304c\u98db\u8e8d\u7684\u306b\u52a0\u901f\u3055\u308c\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<br \/>\n\u672c\u7814\u7a76\u6210\u679c\u306f2026\u5e744\u670820\u65e5\u306b\u300cScientific Reports\u300d\u306b\u516c\u958b\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<h4>\u3053\u308c\u307e\u3067\u306e\u7814\u7a76\u3067\u5206\u304b\u3063\u3066\u3044\u305f\u3053\u3068<\/h4>\n<p>\u8fd1\u5e74\u306e\u6750\u6599\u958b\u767a\u306b\u304a\u3044\u3066\u306f\u3001\u60c5\u5831\u79d1\u5b66\u3092\u6750\u6599\u958b\u767a\u306b\u6d3b\u7528\u3059\u308b\u300c\u30de\u30c6\u30ea\u30a2\u30eb\u30ba\u30fb\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9\uff08MI\uff09\u300d\u306e\u6d3b\u7528\u304c\u9032\u307f\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u73fe\u72b6\u3068\u3001\u95a2\u9023\u3059\u308b\u8ab2\u984c\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u6750\u6599\u958b\u767a\u306b\u304a\u3051\u308b\u6a5f\u68b0\u5b66\u7fd2\uff08MI\uff09\u306e\u666e\u53ca<\/strong><br \/>\n\u5f93\u6765\u306f\u7814\u7a76\u8005\u306e\u7d4c\u9a13\u3084\u52d8\u306b\u983c\u3063\u3066\u3001\u6750\u6599\u958b\u767a\u306e\u5b9f\u9a13\u3092\u7e70\u308a\u8fd4\u3057\u3066\u3044\u307e\u3057\u305f\u304c\u3001\u6a5f\u68b0\u5b66\u7fd2\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u6642\u9593\u3068\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u7dda\u5f62\u30e2\u30c7\u30eb\u3084\u6c7a\u5b9a\u6728\u3001\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u304c\u3001\u6750\u6599\u306e\u6027\u8cea\u4e88\u6e2c\u306b\u5e83\u304f\u5229\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u30c7\u30fc\u30bf\u306e\u5c11\u306a\u3055\u3068\u8907\u96d1\u6027\u306e\u58c1<\/strong><br \/>\n\u6750\u6599\u958b\u767a\u3078\u306e\u6a5f\u68b0\u5b66\u7fd2\u306e\u5fdc\u7528\u306b\u304a\u3051\u308b\u5927\u304d\u306a\u8ab2\u984c\u306f\u3001\u5b66\u7fd2\u306b\u4f7f\u3048\u308b\u5b9f\u9a13\u30c7\u30fc\u30bf\u304c\u975e\u5e38\u306b\u5c11\u306a\u3044\uff08\u6570\u5341\u304b\u3089\u6570\u767e\u7a0b\u5ea6\uff09\u3053\u3068\u3001\u539f\u5b50\u30ec\u30d9\u30eb\u306e\u8907\u96d1\u306a\u76f8\u4e92\u4f5c\u7528\u304c\u3042\u3052\u3089\u308c\u307e\u3059\u3002\u3053\u306e\u305f\u3081\u3001\u4f8b\u3048\u3070\u3001\u7dda\u5f62\u30e2\u30c7\u30eb\u3092\u5229\u7528\u3057\u305f\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u8907\u96d1\u306a\u6027\u8cea\u3092\u6349\u3048\u304d\u308c\u305a\u3001\u4e00\u65b9\u3067\u6df1\u5c64\u5b66\u7fd2\u306a\u3069\u306e\u9ad8\u5ea6\u306a\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u306f\u3001\u5341\u5206\u306a\u30c7\u30fc\u30bf\u91cf\u304c\u306a\u3044\u3068\u7cbe\u5ea6\u3092\u5411\u4e0a\u3067\u304d\u306a\u3044\u3068\u3044\u3046\u30b8\u30ec\u30f3\u30de\u304c\u3042\u308a\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u672a\u77e5\u9818\u57df\u3078\u306e\u4e88\u6e2c\u7cbe\u5ea6\u306e\u9650\u754c<\/strong><br \/>\n\u65e2\u5b58\u306e\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u306e\u3046\u3061\u3001\u7279\u306b\u6c7a\u5b9a\u6728\u3084\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u306e\u30e2\u30c7\u30eb\u306f\u3001\u5b66\u7fd2\u3057\u305f\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u5185\u3067\u306f\u9ad8\u3044\u7cbe\u5ea6\u3092\u51fa\u305b\u307e\u3059\u304c\u3001\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u5916\uff08\u5916\u633f\u9818\u57df\uff09\u3084\u30c7\u30fc\u30bf\u306e\u5c11\u306a\u3044\u672a\u77e5\u306e\u9818\u57df\u3067\u306e\u4e88\u6e2c\uff08\u9069\u7528\u9818\u57df<sup>\u203b5<\/sup>\u5916\uff09\u3067\u306f\u3001\u4e88\u6e2c\u7cbe\u5ea6\u306e\u8457\u3057\u3044\u4f4e\u4e0b\u3084\u3001\u904e\u5b66\u7fd2\u306b\u9665\u308a\u3084\u3059\u3044\u3053\u3068\u304c\u77e5\u3089\u308c\u3066\u3044\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<h4>\u4eca\u56de\u306e\u7814\u7a76\u3067\u65b0\u305f\u306b\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u3053\u3068<\/h4>\n<p>\u672c\u7814\u7a76\u3067\u306f\u3001\u4e0a\u8a18\u306e\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u305f\u3081\u306b\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u539f\u7406\u3092\u5fdc\u7528\u3057\u305f\u300c\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\uff08QCL\uff09\u300d\u3068\u3044\u3046\u65b0\u3057\u3044\u624b\u6cd5\u3092\u8907\u96d1\u7cfb\u6750\u6599\u958b\u767a\u306b\u7528\u3044\u3066\u3001\u305d\u306e\u6709\u52b9\u6027\u3092\u691c\u8a3c\u3057\u307e\u3057\u305f\u3002<br \/>\n\u5177\u4f53\u7684\u306b\u306f\u3001\u5b9f\u9a13\u30c7\u30fc\u30bf\u304c\u6975\u3081\u3066\u5c11\u306a\u3044\uff08\u6570\u5341\u301c\u6570\u767e\u4ef6\u7a0b\u5ea6\uff09\u4e0a\u306b\u30015\u7a2e\u985e\u4ee5\u4e0a\u306e\u539f\u5b50\u304c\u30e9\u30f3\u30c0\u30e0\u306b\u914d\u7f6e\u3057\u3001\u539f\u5b50\u30ec\u30d9\u30eb\u306e\u8907\u96d1\u306a\u76f8\u4e92\u4f5c\u7528\uff08\u30ab\u30af\u30c6\u30eb\u52b9\u679c<sup>\u203b6<\/sup>\uff09\u3092\u6301\u3064\u300c\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1\uff08High Entropy Alloy: HEA\uff09\u300d<sup>\u203b7<\/sup>\uff08\u56f3\uff11\uff09\u306e\u7279\u6027\u4e88\u6e2c\u306b\u5bfe\u3057\u3066\u3001QCL\u306e\u6709\u52b9\u6027\u3092\u691c\u8a3c\u3057\u307e\u3057\u305f\u3002\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5c11\u306a\u3055\u3086\u3048\u306b\u3001\u672a\u77e5\u306e\u9818\u57df\u3067\u306e\u4e88\u6e2c\u7cbe\u5ea6\u306e\u4f4e\u4e0b\u3084\u3001\u904e\u5b66\u7fd2\u304c\u751f\u3058\u308b\u3068\u3044\u3046\u8ab2\u984c\u306b\u5bfe\u3057\u3066\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u539f\u7406\uff08\u91cd\u306d\u5408\u308f\u305b\u3084\u3082\u3064\u308c\uff09\u3092\u6d3b\u7528\u3057\u305fQCL\u3092\u7528\u3044\u308b\u3053\u3068\u3067\u3001\u5c11\u306a\u3044\u30c7\u30fc\u30bf\u3067\u3082\u539f\u5b50\u30ec\u30d9\u30eb\u306e\u8907\u96d1\u306a\u76f8\u4e92\u4f5c\u7528\u3092\u6349\u3048\u3001\u672a\u77e5\u306e\u6750\u6599\u8a2d\u8a08\u306b\u5f79\u7acb\u3064\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3092\u76ee\u6307\u3057\u307e\u3057\u305f\u3002<br \/>\n\u672c\u7814\u7a76\u3067\u65b0\u305f\u306b\u958b\u767a\u30fb\u9069\u7528\u3057\u305f\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u539f\u7406\u3092\u5fdc\u7528\u3057\u305f\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\uff08QCL\uff09\u306e\u624b\u6cd5\u306e\u7279\u9577\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059 \u3002<\/p>\n<ul>\n<li><strong>\u91cf\u5b50\u30fb\u53e4\u5178\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0<br \/>\n<\/strong>\u73fe\u5728\u306e\u300c\u30ce\u30a4\u30ba\u3042\u308a\u4e2d\u898f\u6a21\u91cf\u5b50\uff08NISQ\uff09\u300d<sup>\u203b8<\/sup>\u30c7\u30d0\u30a4\u30b9\u3067\u3082\u52d5\u4f5c\u3059\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u91cf\u5b50\u56de\u8def\u306b\u3088\u308b\u8a08\u7b97\u3068\u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306b\u3088\u308b\u6700\u9069\u5316\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u5b66\u7fd2\u3092\u884c\u3044\u307e\u3059 \u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u9ad8\u3044\u8868\u73fe\u529b\u3068\u904e\u5b66\u7fd2\u306e\u6291\u5236<br \/>\n<\/strong>\u91cf\u5b50\u30d3\u30c3\u30c8\u6570\u306b\u5bfe\u3057\u3066\u6307\u6570\u95a2\u6570\u7684\u306b\u5927\u304d\u306a\u57fa\u5e95\u95a2\u6570\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u975e\u5e38\u306b\u9ad8\u3044\u8868\u73fe\u529b\u3092\u6301\u3061\u307e\u3059\u3002\u540c\u6642\u306b\u3001\u91cf\u5b50\u8a08\u7b97\u7279\u6709\u306e\u5236\u7d04\uff08\u30e6\u30cb\u30bf\u30ea\u6027\uff09\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u304c\u5c11\u306a\u304f\u3066\u3082\u904e\u5b66\u7fd2\u304c\u8d77\u304d\u306b\u304f\u3044\u3068\u8003\u3048\u3089\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u7279\u5fb4\u91cf\u306e\u9078\u5b9a<br \/>\n<\/strong>\u6750\u6599\u958b\u767a\u306e\u6c4e\u7528\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u3001\u7d50\u6676\u69cb\u9020\u30c7\u30fc\u30bf\u3092\u4f7f\u308f\u305a\u3001\u539f\u5b50\u306e\u6df7\u5408\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u3084\u30a8\u30f3\u30bf\u30eb\u30d4\u30fc\u306a\u3069\u3001\u5316\u5b66\u7d44\u6210\u304b\u3089\u8a08\u7b97\u3067\u304d\u308b24\u7a2e\u985e\u306e\u6570\u5024\u3092\u4e3b\u6210\u5206\u5206\u6790\u306710\u6b21\u5143\u306b\u5727\u7e2e\u3057\u3066\u5165\u529b\u306b\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059 \u3002<\/li>\n<\/ul>\n<p>\u3053\u306eQCL\u306b\u3088\u308b\u65b0\u624b\u6cd5\u3068\u3001\u5f93\u6765\u306e\u7dda\u5f62\u30fb\u975e\u7dda\u5f62\u30e2\u30c7\u30eb\u3068\u3067\u3001\u529b\u5b66\u7684\u7279\u6027\u306e\u4ee3\u8868\u7684\u306a\u6307\u6a19\u3067\u3042\u308b\u30d3\u30c3\u30ab\u30fc\u30b9\u786c\u3055<sup>\u203b9<\/sup>\u306e\u4e88\u6e2c\u7d50\u679c\u3092\u6bd4\u8f03\u3057\u305f\u7d50\u679c\u3088\u308a\u3001\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u56f0\u96e3\u3060\u3063\u305f\u300c\u672a\u77e5\u306e\u9818\u57df\u306e\u4e88\u6e2c\u300d\u3092\u3001\u5c11\u306a\u3044\u5b9f\u9a13\u30c7\u30fc\u30bf\u304b\u3089\u3067\u3082\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3088\u308a\u3082\u9ad8\u7cbe\u5ea6\u306b\u4e88\u6e2c\u3067\u304d\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u5177\u4f53\u7684\u306b\u660e\u3089\u304b\u306b\u306a\u3063\u305f\u70b9\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u5916\u633f\u4e88\u6e2c\u306b\u5f37\u3044<br \/>\n<\/strong>\u5b66\u7fd2\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u3092\u8d85\u3048\u305f\u9ad8\u3044\u786c\u5ea6\u3092\u6301\u3064\u6750\u6599\u306e\u4e88\u6e2c\uff08\u5916\u633f\uff09\u306b\u304a\u3044\u3066\u3001QCL\u306f\u6700\u3082\u30a8\u30e9\u30fc\u304c\u5c0f\u3055\u304f\u3001\u512a\u308c\u305f\u4e88\u6e2c\u6027\u80fd\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u6c4e\u7528\u6027\u306e\u9ad8\u3055<br \/>\n<\/strong>\u30c7\u30fc\u30bf\u306e\u5bc6\u5ea6\u304c\u4f4e\u3044\u9818\u57df\uff08\u9069\u7528\u9818\u57df\u5916\uff09\u3067\u3082\u7cbe\u5ea6\u304c\u843d\u3061\u306b\u304f\u304f\u3001\u904e\u5b66\u7fd2\u3092\u6291\u5236\u3057\u306a\u304c\u3089\u8907\u96d1\u306a\u6027\u8cea\u3092\u8868\u73fe\u3067\u304d\u308b\u3053\u3068\u304c\u78ba\u8a8d\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u5c11\u30c7\u30fc\u30bf\u3078\u306e\u9069\u5fdc<br \/>\n<\/strong>\u30c7\u30fc\u30bf\u6570\u304c\u308f\u305a\u304b100\u4ef6\u7a0b\u5ea6\u3067\u3042\u3063\u3066\u3082\u3001\u5b9f\u7528\u7684\u306a\u7cbe\u5ea6\u3067\u4e88\u6e2c\u304c\u53ef\u80fd\u3067\u3042\u308b\u3053\u3068\u304c\u793a\u3055\u308c\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n<p>\u672c\u7814\u7a76\u306b\u3088\u308a\u3001QCL\u306f\u65b0\u3057\u3044\u6750\u6599\u3092\u958b\u767a\u3059\u308b\u521d\u671f\u6bb5\u968e\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u306b\u306a\u308a\u5f97\u308b\u53ef\u80fd\u6027\u3092\u793a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\t\t<style type=\"text\/css\">\n\t\t\t#gallery-1 {\n\t\t\t\tmargin: auto;\n\t\t\t}\n\t\t\t#gallery-1 .gallery-item {\n\t\t\t\tfloat: left;\n\t\t\t\tmargin-top: 10px;\n\t\t\t\ttext-align: center;\n\t\t\t\twidth: 100%;\n\t\t\t}\n\t\t\t#gallery-1 img {\n\t\t\t\tborder: 2px solid #cfcfcf;\n\t\t\t}\n\t\t\t#gallery-1 .gallery-caption {\n\t\t\t\tmargin-left: 0;\n\t\t\t}\n\t\t\t\/* see gallery_shortcode() in wp-includes\/media.php *\/\n\t\t<\/style>\n\t\t<div id='gallery-1' class='gallery galleryid-84283 gallery-columns-1 gallery-size-full'><dl class='gallery-item'>\n\t\t\t<dt class='gallery-icon landscape'>\n\t\t\t\t<a href='https:\/\/www.waseda.jp\/inst\/research\/news\/84283\/attachment\/%e7%94%bb%e5%83%8f1-158'><img loading=\"lazy\" decoding=\"async\" width=\"329\" height=\"282\" src=\"https:\/\/www.waseda.jp\/inst\/research\/assets\/uploads\/2026\/04\/29d3bc99193cb0b837fb8cc53f050ae5-9.png\" class=\"attachment-full size-full\" alt=\"\" aria-describedby=\"gallery-1-84284\" \/><\/a>\n\t\t\t<\/dt>\n\t\t\t\t<dd class='wp-caption-text gallery-caption' id='gallery-1-84284'>\n\t\t\t\t\u56f3\uff11\uff0e\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1\n\t\t\t\t<\/dd><\/dl><br style=\"clear: both\" \/>\n\t\t<\/div>\n\n<h4>\u7814\u7a76\u306e\u6ce2\u53ca\u52b9\u679c\u3084\u793e\u4f1a\u7684\u5f71\u97ff<\/h4>\n<p>\u672c\u7814\u7a76\u306e\u6210\u679c\u304c\u3082\u305f\u3089\u3059\u6ce2\u53ca\u52b9\u679c\u3084\u793e\u4f1a\u7684\u5f71\u97ff\u3068\u3057\u3066\u3001\u4ee5\u4e0b\u306e3\u70b9\u304c\u6319\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><strong>\uff11\uff0e\u65b0\u6750\u6599\u958b\u767a\u306e\u5287\u7684\u306a\u30b9\u30d4\u30fc\u30c9\u30a2\u30c3\u30d7\u3068\u30b3\u30b9\u30c8\u524a\u6e1b<br \/>\n<\/strong>\u3000\u5f93\u6765\u3001\u65b0\u3057\u3044\u6750\u6599\u306e\u958b\u767a\u306f\u7814\u7a76\u8005\u306e\u7d4c\u9a13\u3068\u52d8\u306b\u983c\u308a\u3001\u81a8\u5927\u306a\u6642\u9593\u3068\u8cbb\u7528\u3092\u304b\u3051\u3066\u5b9f\u9a13\u3092\u7e70\u308a\u8fd4\u3059\u5fc5\u8981\u304c\u3042\u308a\u307e\u3057\u305f\u304c\u3001\u305d\u306e\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u305f\u3081\u306b\u6a5f\u68b0\u5b66\u7fd2\u304c\u7528\u3044\u3089\u308c\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u304d\u307e\u3057\u305f\u3002\u3057\u304b\u3057\u306a\u304c\u3089\u3001\u65b0\u6750\u6599\u958b\u767a\u306b\u304a\u3044\u3066\u306f\u5c11\u6570\u306e\u30c7\u30fc\u30bf\u304b\u3089\u4e88\u6e2c\u3059\u308b\u3053\u3068\u304c\u8981\u6c42\u3055\u308c\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u306e\u624b\u6cd5\u3067\u306f\u5341\u5206\u306a\u7cbe\u5ea6\u3067\u4e88\u6e2c\u3092\u884c\u3046\u3053\u3068\u304c\u56f0\u96e3\u3067\u3057\u305f\u3002\u672c\u7814\u7a76\u3067\u793a\u3055\u308c\u305f\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\uff08QCL\uff09\u306f\u3001\u308f\u305a\u304b100\u4ef6\u7a0b\u5ea6\u306e\u5c11\u306a\u3044\u5b9f\u9a13\u30c7\u30fc\u30bf\u304b\u3089\u3067\u3082\u3001\u672a\u77e5\u306e\u6750\u6599\u306e\u6027\u8cea\u3092\u9ad8\u7cbe\u5ea6\u306b\u4e88\u6e2c\u3067\u304d\u308b\u3053\u3068\u304c\u3001\u8907\u96d1\u7cfb\u6750\u6599\u306e\u4ee3\u8868\u683c\u3067\u3042\u308b\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1\u306e\u7269\u6027\u4e88\u6e2c\u3092\u901a\u3057\u3066\u78ba\u8a8d\u3055\u308c\u307e\u3057\u305f\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u958b\u767a\u306e\u521d\u671f\u6bb5\u968e\u304b\u3089\u52b9\u7387\u7684\u306b\u6750\u6599\u8a2d\u8a08\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u6b21\u4e16\u4ee3\u6750\u6599\u304c\u4e16\u306b\u51fa\u308b\u307e\u3067\u306e\u671f\u9593\u3092\u5927\u5e45\u306b\u77ed\u7e2e\u3059\u308b\u3053\u3068\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n<p><strong>\uff12\uff0e\u6975\u9650\u74b0\u5883\u3092\u652f\u3048\u308b\u300c\u8d85\u9ad8\u6027\u80fd\u6750\u6599\u300d\u306e\u5b9f\u73fe<br \/>\n<\/strong>\u3000\u7814\u7a76\u5bfe\u8c61\u3068\u306a\u3063\u305f\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1\uff08HEA\uff09\u306f\u3001\u5f93\u6765\u306e\u5408\u91d1\u3067\u306f\u5230\u9054\u3067\u304d\u306a\u304b\u3063\u305f\u786c\u3055\u3084\u5f37\u5ea6\u3092\u6301\u3064\u3001\u975e\u5e38\u306b\u9ad8\u3044\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u79d8\u3081\u305f\u6750\u6599\u3067\u3059\u3002\u3053\u306e\u6280\u8853\u306b\u3088\u3063\u3066\u8a2d\u8a08\u3055\u308c\u305f\u9ad8\u6027\u80fd\u6750\u6599\u306f\u3001\u822a\u7a7a\u5b87\u5b99\u7523\u696d\u306e\u30a8\u30f3\u30b8\u30f3\u90e8\u54c1\u3001\u6b21\u4e16\u4ee3\u306e\u539f\u5b50\u7089\u3001\u904e\u9177\u306a\u74b0\u5883\u306b\u3042\u308b\u5316\u5b66\u30d7\u30e9\u30f3\u30c8\u306a\u3069\u3001\u30a8\u30cd\u30eb\u30ae\u30fc\u3084\u30a4\u30f3\u30d5\u30e9\u306e\u5b89\u5168\u6027\u3092\u652f\u3048\u308b\u91cd\u8981\u306a\u57fa\u76e4\u3068\u3057\u3066\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\uff13\uff0e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u5b9f\u7528\u5316\u306b\u5411\u3051\u305f\u5927\u304d\u306a\u4e00\u6b69<br \/>\n<\/strong>\u3000\u73fe\u5728\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306f\u300cNISQ\uff08\u30ce\u30a4\u30ba\u3042\u308a\u4e2d\u898f\u6a21\u91cf\u5b50\uff09\u300d\u3068\u547c\u3070\u308c\u308b\u3001\u307e\u3060\u767a\u5c55\u9014\u4e0a\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u6642\u4ee3\u3067\u3059\u3002\u672c\u7814\u7a76\u306f\u3001\u3053\u306e\u672a\u5b8c\u6210\u306a\u91cf\u5b50\u30c7\u30d0\u30a4\u30b9\u3092\u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u6750\u6599\u958b\u767a\u3068\u3044\u3046\u5b9f\u793e\u4f1a\u306e\u91cd\u8981\u306a\u8ab2\u984c\u306b\u5f79\u7acb\u3066\u3089\u308c\u308b\u3053\u3068\u3092\u8a3c\u660e\u3057\u307e\u3057\u305f\u3002\u3053\u308c\u306f\u3001\u91cf\u5b50\u6280\u8853\u304c\u5358\u306a\u308b\u7406\u8ad6\u306b\u7559\u307e\u3089\u305a\u3001\u7523\u696d\u3092\u5927\u304d\u304f\u5909\u3048\u308b\u300c\u30d1\u30e9\u30c0\u30a4\u30e0\u30b7\u30d5\u30c8\u300d\u3092\u5f15\u304d\u8d77\u3053\u3059\u53ef\u80fd\u6027\u3092\u5177\u4f53\u7684\u306b\u793a\u3057\u305f\u6210\u679c\u3068\u3044\u3048\u307e\u3059\u3002<\/p>\n<h4>\u8ab2\u984c\u3001\u4eca\u5f8c\u306e\u5c55\u671b<\/h4>\n<p>\u672c\u7814\u7a76\u3067\u306f\u3001\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\uff08QCL\uff09\u304c\u8907\u96d1\u306a\u69cb\u9020\u3092\u6301\u3064\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1\uff08HEA\uff09\u306e\u7269\u6027\u4e88\u6e2c\u306b\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u3092\u793a\u3057\u307e\u3057\u305f\u304c\u3001\u5b9f\u7528\u5316\u306b\u5411\u3051\u3066\u3001\u4ee5\u4e0b\u306e\u8ab2\u984c\u3092\u89e3\u6c7a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u8a08\u7b97\u6642\u9593\u306e\u77ed\u7e2e<br \/>\n<\/strong>\u73fe\u72b6\u3001\u53e4\u5178\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u4e0a\u3067\u91cf\u5b50\u8a08\u7b97\u3092\u30b7\u30df\u30e5\u30ec\u30fc\u30c8\u3057\u3066QCL\u3092\u884c\u3046\u306b\u306f\u3001\u975e\u5e38\u306b\u9577\u3044\u8a08\u7b97\u6642\u9593\u304c\u5fc5\u8981\u3067\u3059\u3002\u5b9f\u7528\u5316\u306b\u5411\u3051\u3066\u306f\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u5b9f\u7528\u5316\u3084\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u6539\u826f\u306b\u3088\u308b\u66f4\u306a\u308b\u8a08\u7b97\u6642\u9593\u77ed\u7e2e\u304c\u5fc5\u8981\u3067\u3059\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u91cf\u5b50\u5b9f\u6a5f\u3067\u306e\u691c\u8a3c\u3068\u6027\u80fd\u5411\u4e0a<br \/>\n<\/strong>\u672c\u7814\u7a76\u306e\u7d50\u679c\u3092\u8e0f\u307e\u3048\u3001\u5b9f\u969b\u306e\u91cf\u5b50\u30c7\u30d0\u30a4\u30b9\uff08\u5b9f\u6a5f\uff09\u306b\u304a\u3044\u3066QCL\u306e\u5229\u70b9\u3092\u3055\u3089\u306b\u691c\u8a3c\u3057\u3001\u305d\u306e\u512a\u4f4d\u6027\u3092\u5b9f\u8a3c\u3057\u7d9a\u3051\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u4ed6\u306e\u8907\u96d1\u7cfb\u6750\u6599\u3078\u306e\u9069\u5fdc<br \/>\n<\/strong>QCL\u306e\u5229\u70b9\u3092\u6700\u5927\u9650\u306b\u6d3b\u304b\u3059\u305f\u3081\u306b\u3001\u4ed6\u306e\u8907\u96d1\u306a\u6750\u6599\u958b\u767a\u306e\u73fe\u5834\u306b\u9069\u7528\u3067\u304d\u308b\u3053\u3068\u3092\u5b9f\u8a3c\u3057\u3066\u3044\u304f\u3053\u3068\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/li>\n<\/ul>\n<p>\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u514b\u670d\u3059\u308b\u3053\u3068\u3067\u3001\u9650\u3089\u308c\u305f\u5b9f\u9a13\u30c7\u30fc\u30bf\u304b\u3089\u3067\u3082\u672a\u77e5\u306e\u512a\u308c\u305f\u6750\u6599\u3092\u767a\u6398\u3067\u304d\u308b\u3001\u3088\u308a\u52b9\u7387\u7684\u306a\u6750\u6599\u958b\u767a\u624b\u6cd5\u306e\u78ba\u7acb\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>\u7814\u7a76\u8005\u306e\u30b3\u30e1\u30f3\u30c8<\/h4>\n<p>\u6a5f\u68b0\u5b66\u7fd2\u306f\u69d8\u3005\u306a\u5206\u91ce\u306b\u304a\u3044\u3066\u5fdc\u7528\u304c\u9032\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6750\u6599\u958b\u767a\u306b\u304a\u3044\u3066\u306f\u3001\u6750\u6599\u7269\u6027\u304c\u4f5c\u88fd\u30d7\u30ed\u30bb\u30b9\u306b\u5927\u304d\u304f\u4f9d\u5b58\u3059\u308b\u305f\u3081\u3001\u5b66\u7fd2\u306b\u5fc5\u8981\u306a\u201c\u826f\u8cea\u306a\u201d\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u5c11\u306a\u304f\u3001\u307e\u305f\u5f93\u6765\u306e\u6027\u80fd\u3092\u8d85\u3048\u305f\u6750\u6599\u3092\u898b\u51fa\u3059\u3068\u3044\u3046\u70b9\u304c\u8ab2\u984c\u3068\u306a\u3063\u3066\u304a\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u52b9\u679c\u3092\u5341\u5206\u306b\u767a\u63ee\u3059\u308b\u3068\u3053\u308d\u307e\u3067\u306f\u5230\u9054\u3067\u304d\u3066\u3044\u306a\u3044\u306e\u304c\u73fe\u72b6\u3067\u3059\u3002QCL\u304c\u305d\u306e\u3088\u3046\u306a\u554f\u984c\u3092\u89e3\u6c7a\u3059\u308b\u53ef\u80fd\u6027\u3092\u6301\u3063\u305f\u624b\u6cd5\u3067\u3042\u308a\u3001\u4eca\u56de\u3001\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u306e\u5b9f\u7528\u5316\u304c\u9032\u3081\u3070\u6750\u6599\u958b\u767a\u304c\u753b\u671f\u7684\u306b\u5909\u308f\u3063\u3066\u3044\u304f\u672a\u6765\u304c\u60f3\u50cf\u3067\u304d\u308b\u7d50\u679c\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3057\u305f\u3002<\/p>\n<h4>\u7528\u8a9e\u89e3\u8aac<\/h4>\n<p>\u203b1\u3000\u30de\u30c6\u30ea\u30a2\u30eb\u30ba\u30fb\u30a4\u30f3\u30d5\u30a9\u30de\u30c6\u30a3\u30af\u30b9 (MI)<br \/>\n\u6a5f\u68b0\u5b66\u7fd2\u306a\u3069\u306e\u60c5\u5831\u79d1\u5b66\u306e\u529b\u3092\u4f7f\u3063\u3066\u3001\u65b0\u3057\u3044\u6750\u6599\u3092\u52b9\u7387\u3088\u304f\u898b\u3064\u3051\u308b\u624b\u6cd5\u306e\u3053\u3068\u3002<\/p>\n<p>\u203b2\u3000\u904e\u5b66\u7fd2 (Overfitting)<br \/>\n\u5b66\u7fd2\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u3067\u5b66\u7fd2\u3057\u3059\u304e\u3066\u3001\u3042\u308b\u7279\u5b9a\u306e\u30c7\u30fc\u30bf\u306b\u306e\u307f\u904e\u5270\u306b\u9069\u5408\u3057\u3001\u65b0\u3057\u3044\u554f\u984c\uff08\u672a\u77e5\u306e\u30c7\u30fc\u30bf\uff09\u306b\u5bfe\u3057\u3066\u9ad8\u3044\u4e88\u6e2c\u7cbe\u5ea6\u3092\u51fa\u305b\u306a\u304f\u306a\u308b\u3053\u3068\u3002<\/p>\n<p>\u203b3\u3000\u5916\u633f (Extrapolation)<br \/>\n\u3059\u3067\u306b\u5206\u304b\u3063\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306e\u300c\u7bc4\u56f2\u306e\u5916\u5074\u300d\u306b\u3042\u308b\u3001\u672a\u77e5\u306e\u7d50\u679c\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u65b0\u3057\u3044\u6750\u6599\u63a2\u7d22\u306b\u304a\u3044\u3066\u3001\u4eca\u307e\u3067\u306e\u9650\u754c\u3092\u8d85\u3048\u308b\u6027\u80fd\u3092\u4e88\u6e2c\u3059\u308b\u305f\u3081\u306b\u975e\u5e38\u306b\u91cd\u8981\u306a\u8981\u7d20\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u203b4\u3000\u91cf\u5b50\u56de\u8def\u5b66\u7fd2 (QCL: Quantum Circuit Learning)<br \/>\n\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4e00\u7a2e\u3067\u3001\u91cf\u5b50\u30d3\u30c3\u30c8\u306e\u91cd\u306d\u5408\u308f\u305b\u3084\u91cf\u5b50\u3082\u3064\u308c\u3092\u30ea\u30bd\u30fc\u30b9\u3068\u3057\u3066\u5229\u7528\u3057\u3001\u56de\u8def\u5185\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u3092\u8abf\u6574\u3057\u3066\u7279\u5b9a\u306e\u95a2\u6570\u3092\u8fd1\u4f3c\u3059\u308b\u3001\u6700\u65b0\u306e\u6a5f\u68b0\u5b66\u7fd2\u624b\u6cd5\u3067\u3059\u3002<\/p>\n<p>\u203b5\u3000\u9069\u7528\u9818\u57df (AD: Applicability Domain)<br \/>\n\u6a5f\u68b0\u5b66\u7fd2\u3067\u6b63\u78ba\u306b\u4e88\u6e2c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u306e\u7bc4\u56f2\u306e\u3053\u3068\u3002\u3053\u306e\u7bc4\u56f2\u304b\u3089\u5916\u308c\u308b\u3068\u3001\u666e\u901a\u306e\u6a5f\u68b0\u5b66\u7fd2\u3067\u306f\u4e88\u6e2c\u3092\u5916\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u203b6\u3000\u30ab\u30af\u30c6\u30eb\u52b9\u679c<br \/>\n\u8272\u3005\u306a\u7a2e\u985e\u306e\u5143\u7d20\u304c\u6df7\u3056\u308a\u5408\u3046\u3053\u3068\u3067\u3001\u305d\u308c\u305e\u308c\u306e\u6027\u8cea\u304c\u7d44\u307f\u5408\u308f\u3055\u308a\u3001\u5358\u72ec\u3067\u306f\u51fa\u305b\u306a\u3044\u9a5a\u304f\u3088\u3046\u306a\u6027\u80fd\u304c\u767a\u63ee\u3055\u308c\u308b\u73fe\u8c61\u306e\u3053\u3068\u3002<\/p>\n<p>\u203b7\u3000\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1 (HEA: High Entropy Alloy)<br \/>\n5\u7a2e\u985e\u4ee5\u4e0a\u306e\u91d1\u5c5e\u3092\u307b\u307c\u540c\u3058\u5272\u5408\u3067\u6df7\u305c\u5408\u308f\u305b\u305f\u65b0\u3057\u3044\u30bf\u30a4\u30d7\u306e\u5408\u91d1\u3002\u5f93\u6765\u306e\u5408\u91d1\uff08\u4e3b\u6210\u5206\u5143\u7d20\u306b\u4ed6\u306e\u5143\u7d20\u3092\u6df7\u305c\u308b\u306a\u3069\uff09\u3068\u306f\u7570\u306a\u308a\u3001\u8907\u96d1\u306b\u6df7\u3056\u308a\u5408\u3046\u3053\u3068\u3067\u3001\u3053\u308c\u307e\u3067\u306b\u306a\u3044\u512a\u308c\u305f\u6027\u8cea\uff08\u975e\u5e38\u306b\u786c\u3044\u3001\u71b1\u306b\u5f37\u3044\u306a\u3069\uff09\u3092\u6301\u3064\u7269\u8cea\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u203b8\u3000NISQ (Noisy Intermediate-Scale Quantum) \u30c7\u30d0\u30a4\u30b9<br \/>\n\u958b\u767a\u304c\u9032\u3093\u3067\u3044\u308b\u300c\u307e\u3060\u5c11\u3057\u30a8\u30e9\u30fc\uff08\u30ce\u30a4\u30ba\uff09\u304c\u51fa\u3084\u3059\u3044\u3001\u4e2d\u304f\u3089\u3044\u306e\u30b5\u30a4\u30ba\u306e\u91cf\u5b50\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u300d\u306e\u3053\u3068\u3002\u672c\u7814\u7a76\u306f\u3001\u672c\u6027\u80fd\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u3082\u5f79\u7acb\u3064\u6280\u8853\u3092\u76ee\u6307\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u203b9\u3000\u30d3\u30c3\u30ab\u30fc\u30b9\u786c\u3055 (Vickers hardness)<br \/>\n\u6750\u6599\u304c\u3069\u308c\u304f\u3089\u3044\u786c\u3044\u304b\u3092\u8868\u3059\u6570\u5024\u3067\u3059\u3002\u30c0\u30a4\u30e4\u30e2\u30f3\u30c9\u306e\u5148\u7aef\u3092\u6750\u6599\u306b\u62bc\u3057\u4ed8\u3051\u3066\u3001\u3067\u304d\u305f\u51f9\u307f\u306e\u5927\u304d\u3055\u3067\u6e2c\u308a\u307e\u3059\u3002<\/p>\n<h4>\u30ad\u30fc\u30ef\u30fc\u30c9<\/h4>\n<p>\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\u3001\u6750\u6599\u958b\u767a\u3001\u8907\u96d1\u7cfb\u6750\u6599\u3001\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1<\/p>\n<h4>\u8ad6\u6587\u60c5\u5831<\/h4>\n<p>\u96d1\u8a8c\u540d\uff1aScientific Reports<br \/>\n\u8ad6\u6587\u540d\uff1aEfficient Quantum Algorithm for the Design of Complex Materials: Quantum Circuit Learning<br \/>\n\u57f7\u7b46\u8005\u540d\uff08\u6240\u5c5e\u6a5f\u95a2\u540d\uff09\uff1a\u5927\u5d0e\u98af\u592a\uff08\u65e9\u7a32\u7530\u5927\u5b66\u57fa\u5e79\u7406\u5de5\u5b66\u7814\u7a76\u79d1\uff09\uff0c\u661f\u8c37\u548c\u7d00\uff08\u540c\uff09\uff0c\u4e2d\u6751\u8aa0\uff08\u5bcc\u58eb\u901a\u682a\u5f0f\u4f1a\u793e\uff09\uff0c\u6728\u6751\u6d69\u4e00\uff08\u540c\uff09\uff0c\u5c71\u672c\u77e5\u4e4b*\uff08\u65e9\u7a32\u7530\u5927\u5b66\u57fa\u5e79\u7406\u5de5\u5b66\u7814\u7a76\u79d1\uff09<br \/>\n\u63b2\u8f09\u65e5\u6642\uff1a2026\u5e744\u670820\u65e5<br \/>\n\u63b2\u8f09URL\uff1a<a href=\"https:\/\/www.nature.com\/articles\/s41598-026-43584-8\">https:\/\/www.nature.com\/articles\/s41598-026-43584-8<\/a><br \/>\nDOI\uff1a<a href=\"https:\/\/doi.org\/10.1038\/s41598-026-43584-8\">https:\/\/doi.org\/10.1038\/s41598-026-43584-8<\/a><br \/>\n*\uff1a\u8cac\u4efb\u8457\u8005<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u7528\u3044\u3066\u8907\u96d1\u7cfb\u6750\u6599\u958b\u767a\u3092\u98db\u8e8d\u7684\u306b\u52a0\u901f \uff5e\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\u306e\u9069\u7528\u3067\u9ad8\u3044\u7cbe\u5ea6\u306e\u9ad8\u30a8\u30f3\u30c8\u30ed\u30d4\u30fc\u5408\u91d1\u306e\u786c\u3055\u4e88\u6e2c\u3092\u5b9f\u8a3c\uff5e \u767a\u8868\u306e\u30dd\u30a4\u30f3\u30c8 \uf06c \u91cf\u5b50\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u4e00\u3064\u3067\u3042\u308b\u91cf\u5b50\u56de\u8def\u5b66\u7fd2\u3092\u7528\u3044\u3066\u3001\u8907\u96d1\u7cfb\u6750\u6599\u306e\u4ee3\u8868\u683c\u3067\u3042\u308b\u9ad8 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":84285,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[145,178],"class_list":["post-84283","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-pressrelease","tag-research","lang-ja"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/posts\/84283","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/comments?post=84283"}],"version-history":[{"count":2,"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/posts\/84283\/revisions"}],"predecessor-version":[{"id":84288,"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/posts\/84283\/revisions\/84288"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/media\/84285"}],"wp:attachment":[{"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/media?parent=84283"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/categories?post=84283"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.waseda.jp\/inst\/research\/wp-json\/wp\/v2\/tags?post=84283"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}