{"id":3080,"date":"2026-09-18T08:00:00","date_gmt":"2026-09-17T23:00:00","guid":{"rendered":"https:\/\/aiiot.jp\/?p=3080"},"modified":"2026-09-12T22:45:18","modified_gmt":"2026-09-12T13:45:18","slug":"symbolic-transformer-physics-verifier-model-search","status":"publish","type":"post","link":"https:\/\/aiiot.jp\/index.php\/2026\/09\/18\/symbolic-transformer-physics-verifier-model-search\/","title":{"rendered":"\u300c\u3053\u306eAI\u306e\u4e88\u6e2c\u3001\u4fe1\u7528\u3067\u304d\u308b\uff1f\u300d\u7269\u7406\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u4fe1\u983c\u6027\u3092Symbolic AI\u304c\u5909\u3048\u308b"},"content":{"rendered":"\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_88 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u3082\u304f\u3058<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-6aae5d68c31ad\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" 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href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/18\/symbolic-transformer-physics-verifier-model-search\/#%E6%B0%97%E3%82%92%E3%81%A4%E3%81%91%E3%81%9F%E3%81%84%E7%82%B9\" >\u6c17\u3092\u3064\u3051\u305f\u3044\u70b9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/18\/symbolic-transformer-physics-verifier-model-search\/#%E3%81%BE%E3%81%A8%E3%82%81\" >\u307e\u3068\u3081<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/aiiot.jp\/index.php\/2026\/09\/18\/symbolic-transformer-physics-verifier-model-search\/#%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE\" >\u53c2\u8003\u6587\u732e<\/a><\/li><\/ul><\/nav><\/div>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-0\"><span class=\"ez-toc-section\" id=\"%E3%80%8C%E3%81%93%E3%81%AE%E6%A9%8B%E3%80%81%E6%9C%AC%E5%BD%93%E3%81%AB%E5%AE%89%E5%85%A8%EF%BC%9F%E3%80%8D%E2%80%95%E2%80%95%E7%89%A9%E7%90%86%E3%82%B7%E3%83%9F%E3%83%A5%E3%83%AC%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3%E3%81%AE%E2%80%9D%E4%BF%A1%E9%A0%BC%E6%80%A7%E5%95%8F%E9%A1%8C%E2%80%9D%E3%82%92AI%E3%81%8C%E8%A7%A3%E6%B1%BA%E3%81%97%E3%82%88%E3%81%86%E3%81%A8%E3%81%97%E3%81%A6%E3%81%84%E3%82%8B\"><\/span>\u300c\u3053\u306e\u6a4b\u3001\u672c\u5f53\u306b\u5b89\u5168\uff1f\u300d\u2015\u2015\u7269\u7406\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e&#8221;\u4fe1\u983c\u6027\u554f\u984c&#8221;\u3092AI\u304c\u89e3\u6c7a\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u6a4b\u3084\u98db\u884c\u6a5f\u3001\u539f\u5b50\u529b\u767a\u96fb\u6240\u3002\u3053\u308c\u3089\u306e\u8a2d\u8a08\u306b\u306f\u3001\u73fe\u5b9f\u306b\u8d77\u3053\u308a\u5f97\u308b\u7121\u6570\u306e\u7269\u7406\u73fe\u8c61\u3092\u300c\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u300d\u3067\u4e8b\u524d\u306b\u78ba\u304b\u3081\u308b\u4f5c\u696d\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u3068\u3053\u308d\u304c\u7cbe\u5ea6\u306e\u9ad8\u3044\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u81a8\u5927\u3067\u3001\u4ee3\u308f\u308a\u306b\u4f7f\u308f\u308c\u308bAI\u30e2\u30c7\u30eb\u306f\u300c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u300d\u306b\u306a\u308a\u304c\u3061\u3002\u300c\u305d\u306eAI\u306e\u4e88\u6e2c\u3001\u672c\u5f53\u306b\u4fe1\u7528\u3057\u3066\u3044\u3044\u306e\uff1f\u300d\u3068\u3044\u3046\u6839\u672c\u7684\u306a\u554f\u3044\u306b\u3001\u7814\u7a76\u8005\u305f\u3061\u304c\u65b0\u3057\u3044\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u6311\u3093\u3067\u3044\u307e\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-1\"><span class=\"ez-toc-section\" id=\"%E3%81%9D%E3%82%82%E3%81%9D%E3%82%82%E3%81%A9%E3%81%86%E3%81%84%E3%81%86%E3%81%93%E3%81%A8%EF%BC%9F\"><\/span>\u305d\u3082\u305d\u3082\u3069\u3046\u3044\u3046\u3053\u3068\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u307e\u305a\u300c\u975e\u7dda\u5f62\u7269\u7406\u30b7\u30b9\u30c6\u30e0\u300d\u3068\u3044\u3046\u8a00\u8449\u304b\u3089\u7d10\u307b\u3050\u3057\u307e\u3057\u3087\u3046\u3002\u96e3\u3057\u305d\u3046\u3067\u3059\u304c\u3001\u8981\u306f<strong>\u300c\u5165\u529b\u3092\u3061\u3087\u3063\u3068\u5909\u3048\u305f\u3060\u3051\u3067\u3001\u51fa\u529b\u304c\u5927\u304d\u304f\u30fb\u8907\u96d1\u306b\u5909\u308f\u308b\u30b7\u30b9\u30c6\u30e0\u300d<\/strong>\u306e\u3053\u3068\u3067\u3059\u3002\u305f\u3068\u3048\u3070\u5929\u6c17\u4e88\u5831\u3002\u6c17\u6e29\u3084\u6e7f\u5ea6\u304c\u308f\u305a\u304b\u306b\u9055\u3046\u3060\u3051\u3067\u3001\u7fcc\u65e5\u306e\u5929\u6c17\u304c\u304c\u3089\u308a\u3068\u5909\u308f\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3088\u306d\u3002\u6a4b\u306e\u632f\u52d5\u3084\u6d41\u4f53\u306e\u6d41\u308c\u3082\u540c\u3058\u3067\u3001\u6761\u4ef6\u304c\u5c11\u3057\u5909\u308f\u308b\u3068\u6319\u52d5\u304c\u30ac\u30e9\u30c3\u3068\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u3053\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u3092\u4e88\u6e2c\u3059\u308b\u306b\u306f\u3001\u672c\u6765\u306f\u300c\u9ad8\u7cbe\u5ea6\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u300d\u304c\u5fc5\u8981\u3067\u3059\u304c\u3001\u30b9\u30d1\u30b3\u30f3\u3067\u3055\u3048\u4f55\u65e5\u3082\u304b\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u3053\u3067\u767b\u5834\u3057\u305f\u306e\u304c<strong>\u6a5f\u68b0\u5b66\u7fd2\u3092\u4f7f\u3063\u305f\u300c\u4ee3\u7406\u30e2\u30c7\u30eb\uff08\u30b5\u30ed\u30b2\u30fc\u30c8\u30e2\u30c7\u30eb\uff09\u300d<\/strong>\u3067\u3059\u3002\u3044\u308f\u3070\u300c\u672c\u683c\u7684\u306a\u8a08\u7b97\u306e\u4ee3\u308f\u308a\u306b\u3001AI\u304c&#8221;\u305d\u308c\u3063\u307d\u3044\u7b54\u3048&#8221;\u3092\u7d20\u65e9\u304f\u51fa\u3057\u3066\u304f\u308c\u308b\u4ee3\u5f79\u300d\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3053\u306e\u4ee3\u5f79\u306b\u3082\u5f31\u70b9\u304c\u3042\u308a\u307e\u3059\u3002\u3069\u3093\u306a\u524d\u63d0\u3067\u5b66\u7fd2\u3055\u308c\u305f\u306e\u304b\u5206\u304b\u308a\u306b\u304f\u304f\u3001\u4e88\u6e2c\u304c\u5916\u308c\u3066\u3082\u7406\u7531\u304c\u8ffd\u3048\u306a\u3044\u3002\u4eca\u56de\u7d39\u4ecb\u3059\u308b\u7814\u7a76\u306f\u3001<span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\"><strong>\u300c\u4e8b\u524d\u5b66\u7fd2\u6e08\u307fSymbolic Transformer\uff08\u8c61\u5fb4\u7684\u306a\u6570\u5f0f\u3092\u5b66\u7fd2\u3057\u305fAI\uff09\u300d\u3068\u300c\u691c\u8a3c\u5668\u30ac\u30a4\u30c9\u306b\u3088\u308b\u30e2\u30c7\u30eb\u63a2\u7d22\u300d\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u3001\u3053\u306e\u554f\u984c\u3092\u6b63\u9762\u7a81\u7834\u3057\u3088\u3046\u3068\u3057\u305f\u8a66\u307f<\/strong><\/span>\u3067\u3059\u3002<\/p>\n<figure style=\"margin:1.6em 0;text-align:center;\"><img decoding=\"async\" src=\"https:\/\/aiiot.jp\/wp-content\/uploads\/2026\/09\/0efc5f64_illus1_1788783001.png\" alt=\"\u9ad8\u7cbe\u5ea6\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30fb\u4ee3\u7406\u30e2\u30c7\u30eb\u30fb\u691c\u8a3c\u5668\u306e\u4e09\u8005\u304c\u9023\u643a\u3057\u3066\u7269\u7406\u30b7\u30b9\u30c6\u30e0\u3092\u4e88\u6e2c\u3059\u308b\u6982\u5ff5\u56f3\" style=\"max-width:100%;height:auto;border-radius:10px;border:1px solid #e5e9ef;\"><\/figure>\n<p class=\"wp-block-paragraph\">\u5c11\u3057\u4e01\u5be7\u306b\u8aac\u660e\u3059\u308b\u3068\u3001<strong>Symbolic Transformer<\/strong>\u3068\u306f\u3001\u6570\u5024\u3060\u3051\u3067\u306a\u304f\u300c\u6570\u5f0f\u305d\u306e\u3082\u306e\uff08\u8a18\u53f7\uff09\u300d\u3092\u6271\u3048\u308bAI\u3067\u3059\u3002\u300cy = ax\u00b2 + b\u300d\u306e\u3088\u3046\u306a\u6570\u5f0f\u306e\u69cb\u9020\u3092\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u304b\u3089\u5b66\u7fd2\u3057\u3066\u304a\u308a\u3001\u672a\u77e5\u306e\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3082&#8221;\u7269\u7406\u306e\u6cd5\u5247\u306b\u8fd1\u3044\u6570\u5f0f&#8221;\u3092\u81ea\u52d5\u3067\u898b\u3064\u3051\u51fa\u305b\u307e\u3059\u3002\u3055\u3089\u306b\u300c\u691c\u8a3c\u5668\uff08Verifier\uff09\u300d\u3068\u3044\u3046&#8221;\u5be9\u5224\u5f79&#8221;\u304c\u3001AI\u304c\u63d0\u6848\u3057\u305f\u6570\u5f0f\u30e2\u30c7\u30eb\u3092\u5b9f\u969b\u306e\u30c7\u30fc\u30bf\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u3066\u300c\u5408\u683c\u30fb\u4e0d\u5408\u683c\u300d\u3092\u5224\u5b9a\u3057\u307e\u3059\u3002\u3053\u306e\u4e8c\u6bb5\u69cb\u3048\u3067\u3001\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30e2\u30c7\u30eb\u3092\u81ea\u52d5\u7684\u306b\u63a2\u3057\u51fa\u3059\u3001\u3068\u3044\u3046\u306e\u304c\u672c\u7814\u7a76\u306e\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-2\"><span class=\"ez-toc-section\" id=\"%E3%81%AA%E3%81%9C%E6%B3%A8%E7%9B%AE%E3%81%95%E3%82%8C%E3%81%A6%E3%81%84%E3%82%8B%E3%81%AE%E3%81%8B_%E4%BD%95%E3%81%8C%E3%81%99%E3%81%94%E3%81%84%E3%81%AE%E3%81%8B\"><\/span>\u306a\u305c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u308b\u306e\u304b \/ \u4f55\u304c\u3059\u3054\u3044\u306e\u304b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-3\"><span class=\"ez-toc-section\" id=\"%E3%80%8C%E8%A7%A3%E9%87%88%E3%81%A7%E3%81%8D%E3%81%AA%E3%81%84%E3%80%8D%E5%95%8F%E9%A1%8C%E3%82%92%E6%A0%B9%E6%9C%AC%E3%81%8B%E3%82%89%E8%A7%A3%E6%B6%88%E3%81%97%E3%82%88%E3%81%86%E3%81%A8%E3%81%97%E3%81%A6%E3%81%84%E3%82%8B\"><\/span>\u300c\u89e3\u91c8\u3067\u304d\u306a\u3044\u300d\u554f\u984c\u3092\u6839\u672c\u304b\u3089\u89e3\u6d88\u3057\u3088\u3046\u3068\u3057\u3066\u3044\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">\u5f93\u6765\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\uff08\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\uff09\u306f\u300c\u306a\u305c\u305d\u306e\u7b54\u3048\u3092\u51fa\u3057\u305f\u306e\u304b\u300d\u304c\u5206\u304b\u308a\u306b\u304f\u3044\u306e\u304c\u5f31\u70b9\u3067\u3057\u305f\u3002Symbolic Transformer\u306f\u7d50\u679c\u3068\u3057\u3066<strong>\u6570\u5f0f\u3092\u51fa\u529b\u3059\u308b<\/strong>\u305f\u3081\u3001\u300c\u3053\u306e\u30d1\u30e9\u30e1\u30fc\u30bf\u304c\u3053\u3046\u5f71\u97ff\u3059\u308b\u300d\u3068\u4eba\u9593\u304c\u8aad\u307f\u89e3\u3051\u307e\u3059\u3002\u98db\u884c\u6a5f\u306e\u8a2d\u8a08\u8005\u304c\u300c\u3053\u306e\u30e2\u30c7\u30eb\u304c\u306a\u305c\u3053\u306e\u4e88\u6e2c\u3092\u3057\u305f\u306e\u304b\u300d\u3092\u78ba\u8a8d\u3067\u304d\u308b\u306e\u306f\u3001\u5b89\u5168\u7ba1\u7406\u306e\u9762\u3067\u975e\u5e38\u306b\u91cd\u8981\u3067\u3059\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-4\"><span class=\"ez-toc-section\" id=\"%E3%82%B3%E3%82%B9%E3%83%88%E3%82%92%E3%81%8B%E3%81%91%E3%81%9A%E3%81%AB%E2%80%9D%E8%B3%A2%E3%81%84%E4%BB%A3%E5%BD%B9%E2%80%9D%E3%82%92%E8%A6%8B%E3%81%A4%E3%81%91%E3%82%89%E3%82%8C%E3%82%8B\"><\/span>\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306b&#8221;\u8ce2\u3044\u4ee3\u5f79&#8221;\u3092\u898b\u3064\u3051\u3089\u308c\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">\u9ad8\u7cbe\u5ea6\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u6bce\u56de\u8d70\u3089\u305b\u308b\u306e\u306f\u73fe\u5b9f\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3053\u306e\u624b\u6cd5\u3067\u306f\u3001<span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\">\u4e8b\u524d\u306b\u5927\u91cf\u306e\u7269\u7406\u30c7\u30fc\u30bf\u3067\u5b66\u7fd2\u6e08\u307f\u306eAI\u3092\u51fa\u767a\u70b9\u306b\u3059\u308b<\/span>\u305f\u3081\u3001\u30bc\u30ed\u304b\u3089\u5b66\u7fd2\u3057\u76f4\u3059\u30b3\u30b9\u30c8\u304c\u5927\u5e45\u306b\u524a\u6e1b\u3055\u308c\u307e\u3059\u3002\u300c\u3059\u3067\u306b\u7269\u7406\u306e\u6559\u79d1\u66f8\u3092\u8aad\u307f\u8fbc\u3093\u3060AI\u306b\u3001\u500b\u5225\u306e\u554f\u984c\u3092\u89e3\u304b\u305b\u308b\u300d\u30a4\u30e1\u30fc\u30b8\u3067\u3059\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-5\"><span class=\"ez-toc-section\" id=\"%E6%A4%9C%E8%A8%BC%E5%99%A8%E3%81%8C%E2%80%9D%E3%81%8A%E7%9B%AE%E4%BB%98%E3%81%91%E5%BD%B9%E2%80%9D%E3%81%AB%E3%81%AA%E3%82%8B%E3%81%93%E3%81%A8%E3%81%A7%E4%BF%A1%E9%A0%BC%E6%80%A7%E3%81%8C%E4%B8%8A%E3%81%8C%E3%82%8B\"><\/span>\u691c\u8a3c\u5668\u304c&#8221;\u304a\u76ee\u4ed8\u3051\u5f79&#8221;\u306b\u306a\u308b\u3053\u3068\u3067\u4fe1\u983c\u6027\u304c\u4e0a\u304c\u308b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u3092\u63d0\u6848\u3059\u308bAI\u3068\u3001\u305d\u308c\u3092\u8a55\u4fa1\u3059\u308b\u691c\u8a3c\u5668\u304c\u5206\u304b\u308c\u3066\u3044\u308b\u306e\u304c\u30df\u30bd\u3067\u3059\u3002AI\u304c\u300c\u3053\u308c\u304c\u6b63\u3057\u3044\u6570\u5f0f\u3060\u300d\u3068\u4e3b\u5f35\u3057\u3066\u3082\u3001\u691c\u8a3c\u5668\u304c\u300c\u5b9f\u30c7\u30fc\u30bf\u3068\u5408\u308f\u306a\u3044\u304b\u3089NG\u300d\u3068\u5224\u65ad\u3059\u308c\u3070\u5374\u4e0b\u3055\u308c\u307e\u3059\u3002\u4eba\u9593\u3067\u3044\u3048\u3070\u3001\u8a2d\u8a08\u8005\u3068\u54c1\u8cea\u7ba1\u7406\u62c5\u5f53\u8005\u304c\u5225\u3005\u306b\u3044\u308b\u4f53\u5236\u3002<span style=\"background:linear-gradient(transparent 58%, #fff176 58%);font-weight:600;padding:0 .06em;\"><strong>\u4e92\u3044\u306b\u30c1\u30a7\u30c3\u30af\u3057\u5408\u3046\u3053\u3068\u3067\u3001\u4e00\u65b9\u304c\u66b4\u8d70\u3059\u308b\u30ea\u30b9\u30af\u3092\u4e0b\u3052\u308b<\/strong><\/span>\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<h3 style=\"margin:1.5em 0 .5em;padding:.15em 0 .15em .6em;border-left:4px solid #4fae74;font-size:1.18em;font-weight:700;color:#24303f;line-height:1.5;\" id=\"i-6\"><span class=\"ez-toc-section\" id=\"%E3%81%95%E3%81%BE%E3%81%96%E3%81%BE%E3%81%AA%E7%89%A9%E7%90%86%E3%82%B7%E3%82%B9%E3%83%86%E3%83%A0%E3%81%B8%E3%81%AE%E5%BF%9C%E7%94%A8%E5%8F%AF%E8%83%BD%E6%80%A7\"><\/span>\u3055\u307e\u3056\u307e\u306a\u7269\u7406\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5fdc\u7528\u53ef\u80fd\u6027<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u7814\u7a76\u3067\u306f\u975e\u7dda\u5f62\u306e\u52d5\u7684\u30b7\u30b9\u30c6\u30e0\uff08\u6642\u9593\u3068\u3068\u3082\u306b\u5909\u5316\u3059\u308b\u8907\u96d1\u306a\u7269\u7406\u73fe\u8c61\uff09\u3092\u5bfe\u8c61\u3068\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u540c\u3058\u67a0\u7d44\u307f\u306f\u6c17\u5019\u30e2\u30c7\u30eb\u3001\u6750\u6599\u79d1\u5b66\u3001\u751f\u4f53\u529b\u5b66\u306a\u3069\u5e45\u5e83\u3044\u5206\u91ce\u306b\u8ee2\u7528\u3067\u304d\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-7\"><span class=\"ez-toc-section\" id=\"%E3%82%8F%E3%81%9F%E3%81%97%E3%81%9F%E3%81%A1%E3%81%AB%E3%81%A9%E3%81%86%E9%96%A2%E4%BF%82%E3%81%99%E3%82%8B%EF%BC%9F\"><\/span>\u308f\u305f\u3057\u305f\u3061\u306b\u3069\u3046\u95a2\u4fc2\u3059\u308b\uff1f<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u300c\u7269\u7406\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u300d\u3068\u805e\u304f\u3068\u7e01\u9060\u3044\u8a71\u306b\u611f\u3058\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u304c\u3001\u5b9f\u306f\u79c1\u305f\u3061\u306e\u66ae\u3089\u3057\u306b\u6df1\u304f\u3064\u306a\u304c\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><strong>\u88fd\u9020\u696d\u306e\u30a8\u30f3\u30b8\u30cb\u30a2<\/strong>\uff1a\u81ea\u52d5\u8eca\u306e\u885d\u7a81\u8a66\u9a13\u3001\u5efa\u6750\u306e\u5f37\u5ea6\u8a08\u7b97\u306a\u3069\u3001\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u7cbe\u5ea6\u3068\u901f\u5ea6\u306f\u88fd\u54c1\u306e\u5b89\u5168\u6027\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002\u3053\u306e\u6280\u8853\u304c\u5b9f\u7528\u5316\u3055\u308c\u308c\u3070\u3001\u958b\u767a\u671f\u9593\u306e\u77ed\u7e2e\u3068\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><strong>\u6c17\u5019\u30fb\u9632\u707d\u306e\u5206\u91ce<\/strong>\uff1a\u53f0\u98a8\u306e\u9032\u8def\u4e88\u6e2c\u3084\u6d2a\u6c34\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306b\u3082\u975e\u7dda\u5f62\u7269\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u77e5\u8b58\u304c\u5fc5\u8981\u3002\u3088\u308a\u4fe1\u983c\u6027\u306e\u9ad8\u3044AI\u30e2\u30c7\u30eb\u306f\u3001\u907f\u96e3\u6307\u793a\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/li>\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><strong>AI\u3092\u4ed5\u4e8b\u306b\u4f7f\u3063\u3066\u3044\u308b\u4eba\u5168\u822c<\/strong>\uff1a\u300cAI\u304c\u51fa\u3057\u305f\u7b54\u3048\u3092\u4fe1\u983c\u3057\u3066\u3088\u3044\u304b\u300d\u306f\u8ab0\u3082\u304c\u60a9\u3080\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u300c\u89e3\u91c8\u3067\u304d\u308b\u6570\u5f0f\u3092\u51fa\u529b\u3059\u308bAI\u300d\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u306f\u3001AI\u6d3b\u7528\u306e\u900f\u660e\u6027\u3092\u6c42\u3081\u308b\u30c8\u30ec\u30f3\u30c9\u3068\u3082\u4e00\u81f4\u3057\u3066\u304a\u308a\u3001\u4eca\u5f8c\u3055\u307e\u3056\u307e\u306a\u696d\u52d9AI\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/li>\n<\/ul>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-8\"><span class=\"ez-toc-section\" id=\"%E6%B0%97%E3%82%92%E3%81%A4%E3%81%91%E3%81%9F%E3%81%84%E7%82%B9\"><\/span>\u6c17\u3092\u3064\u3051\u305f\u3044\u70b9<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u3044\u304f\u3064\u304b\u6b63\u76f4\u306b\u304a\u4f1d\u3048\u3057\u3066\u304a\u304d\u305f\u3044\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>\u307e\u3060\u7814\u7a76\u6bb5\u968e\u3067\u3042\u308b\u3053\u3068<\/strong>\uff1a\u3053\u306e\u8ad6\u6587\u306farXiv\uff08\u67fb\u8aad\u524d\u306e\u8ad6\u6587\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\uff09\u306b\u6295\u7a3f\u3055\u308c\u305f\u3082\u306e\u3067\u3059\u3002\u4eca\u5f8c\u306e\u67fb\u8aad\u3084\u8ffd\u691c\u8a3c\u306b\u3088\u3063\u3066\u5185\u5bb9\u304c\u4fee\u6b63\u3055\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u300c\u3059\u3054\u3044\u6280\u8853\u304c\u5b8c\u6210\u3057\u305f\u300d\u3067\u306f\u306a\u304f\u300c\u6709\u671b\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u63d0\u6848\u3055\u308c\u305f\u300d\u3068\u3044\u3046\u6bb5\u968e\u3067\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>\u3059\u3079\u3066\u306e\u7269\u7406\u30b7\u30b9\u30c6\u30e0\u306b\u4e07\u80fd\u3067\u306f\u306a\u3044<\/strong>\uff1aSymbolic Transformer\u304c\u6271\u3048\u308b\u6570\u5f0f\u306e\u8907\u96d1\u3055\u306b\u306f\u4e0a\u9650\u304c\u3042\u308a\u307e\u3059\u3002\u975e\u5e38\u306b\u9ad8\u6b21\u5143\u30fb\u9ad8\u8907\u96d1\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u73fe\u72b6\u3067\u306f\u5bfe\u5fdc\u3057\u304d\u308c\u306a\u3044\u30b1\u30fc\u30b9\u3082\u51fa\u3066\u304d\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\"><strong>\u300c\u691c\u8a3c\u5668\u304c\u6b63\u3057\u3044\u300d\u524d\u63d0\u304c\u5fc5\u8981<\/strong>\uff1a\u691c\u8a3c\u5668\u304c\u30e2\u30c7\u30eb\u3092\u8a55\u4fa1\u3059\u308b\u969b\u306b\u4f7f\u3046\u57fa\u6e96\u30c7\u30fc\u30bf\u304c\u504f\u3063\u3066\u3044\u308b\u3068\u3001\u8aa4\u3063\u305f\u6570\u5f0f\u304c\u300c\u5408\u683c\u300d\u306b\u306a\u308b\u30ea\u30b9\u30af\u3082\u3042\u308a\u307e\u3059\u3002\u30b4\u30df\u3092\u5165\u308c\u308c\u3070\u30b4\u30df\u304c\u51fa\u3066\u304f\u308b\uff08Garbage in, garbage out\uff09\u306e\u539f\u5247\u306f\u3001\u3053\u3053\u3067\u3082\u5065\u5728\u3067\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-9\"><span class=\"ez-toc-section\" id=\"%E3%81%BE%E3%81%A8%E3%82%81\"><\/span>\u307e\u3068\u3081<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u7814\u7a76\u306f\u3001\u300c\u4e8b\u524d\u306b\u7269\u7406\u306e\u6cd5\u5247\u3092\u5b66\u7fd2\u3057\u305fAI\u304c\u3001\u4eba\u9593\u306b\u8aad\u3081\u308b\u6570\u5f0f\u306e\u5f62\u3067\u30e2\u30c7\u30eb\u3092\u63d0\u6848\u3057\u3001\u691c\u8a3c\u5668\u304c\u305d\u308c\u3092\u8a55\u4fa1\u30fb\u9078\u5225\u3059\u308b\u300d\u3068\u3044\u3046\u4e8c\u6bb5\u69cb\u3048\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3001\u7269\u7406\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u4fe1\u983c\u6027\u3068\u52b9\u7387\u3092\u540c\u6642\u306b\u9ad8\u3081\u3088\u3046\u3068\u3059\u308b\u3082\u306e\u3067\u3059\u3002AI\u306e\u300c\u30d6\u30e9\u30c3\u30af\u30dc\u30c3\u30af\u30b9\u554f\u984c\u300d\u306b\u771f\u6b63\u9762\u304b\u3089\u53d6\u308a\u7d44\u3093\u3067\u3044\u308b\u70b9\u304c\u7279\u306b\u6ce8\u76ee\u306b\u5024\u3057\u307e\u3059\u3002\u307e\u3060\u7814\u7a76\u306e\u521d\u671f\u6bb5\u968e\u3067\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u88fd\u9020\u30fb\u9632\u707d\u30fb\u533b\u7642\u306a\u3069\u5e45\u5e83\u3044\u5206\u91ce\u3078\u306e\u5fdc\u7528\u304c\u671f\u5f85\u3055\u308c\u307e\u3059\u3002<\/p>\n<p class=\"wp-block-paragraph\">\u6b21\u306b\u77e5\u308b\u3068\u826f\u3044\u30ad\u30fc\u30ef\u30fc\u30c9\u306f <strong>\u300c\u30b7\u30f3\u30dc\u30ea\u30c3\u30af\u56de\u5e30\uff08Symbolic Regression\uff09\u300d<\/strong> \u3067\u3059\u3002\u6570\u5f0f\u3092\u81ea\u52d5\u3067\u898b\u3064\u3051\u51fa\u3059\u3053\u306e\u6280\u8853\u306e\u57fa\u790e\u3092\u7406\u89e3\u3059\u308b\u3068\u3001\u4eca\u56de\u306e\u5185\u5bb9\u304c\u3055\u3089\u306b\u6df1\u304f\u7406\u89e3\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<h2 style=\"margin:1.8em 0 .7em;padding:.45em .75em;border-left:6px solid #16803d;border-bottom:2px solid #e5e9ef;font-size:1.42em;font-weight:700;color:#1f2733;line-height:1.45;\" id=\"i-10\"><span class=\"ez-toc-section\" id=\"%E5%8F%82%E8%80%83%E6%96%87%E7%8C%AE\"><\/span>\u53c2\u8003\u6587\u732e<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<ul style=\"list-style:none;margin:1.1em 0;padding-left:.2em;\">\n<li style=\"margin:.55em 0;padding-left:1.5em;text-indent:-1.5em;line-height:1.85;color:#3a3f47;\"><span style=\"color:#16803d;margin-right:.55em;font-size:.7em;vertical-align:middle;\">\u25cf<\/span><a href=\"https:\/\/arxiv.org\/abs\/2608.02662\" style=\"color:#1d6fd0;text-decoration:underline;\">Verifier-Guided Model Discovery for Physical Dynamical Systems with Pretrained Symbolic Transformers<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u4e8b\u524d\u5b66\u7fd2\u6e08\u307fSymbolic 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