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class=\"wp-block-list\">\n<li><strong>\u6642\u9593\u8ef8\u591a\u5c64\u30d1\u30fc\u30bb\u30d7\u30c8\u30ed\u30f3\uff08MLP\uff09<\/strong><\/li>\n\n\n\n<li>\u9ad8\u901f\u304b\u3064\u30b7\u30f3\u30d7\u30eb\u306a\u30d9\u30fc\u30b9\u30e9\u30a4\u30f3\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u8907\u96d1\u5ea6\u306e\u4f4e\u3044\u30bf\u30b9\u30af\u3067\u306f\u826f\u597d\u306a\u6027\u80fd\u3092\u793a\u3057\u305f\u304c\u3001\u975e\u7dda\u5f62\u30c0\u30a4\u30ca\u30df\u30af\u30b9\u306b\u306f\u82e6\u6226\u3057\u305f<\/li>\n\n\n\n<li><strong>\u30b2\u30fc\u30c8\u4ed8\u304d\u30ea\u30ab\u30ec\u30f3\u30c8\u30e6\u30cb\u30c3\u30c8\uff08GRU\uff09<\/strong><\/li>\n\n\n\n<li>\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u5411\u3051\u306b\u8a2d\u8a08\u3055\u308c\u305f\u30ea\u30ab\u30ec\u30f3\u30c8\u30e2\u30c7\u30eb\u3067\u3042\u308a\u3001\u7cbe\u5ea6\u3068\u5b66\u7fd2\u52b9\u7387\u306e\u30d0\u30e9\u30f3\u30b9\u306b\u304a\u3044\u3066\u4e00\u8cab\u3057\u3066\u6700\u826f\u306e\u7d50\u679c\u3092\u3082\u305f\u3089\u3057\u305f<\/li>\n\n\n\n<li><strong>\u30cb\u30e5\u30fc\u30e9\u30eb\u5236\u5fa1\u5fae\u5206\u65b9\u7a0b\u5f0f\uff08Neural CDE\uff09<\/strong><\/li>\n\n\n\n<li>\u8907\u96d1\u306a\u6319\u52d5\u3092\u30e2\u30c7\u30eb\u5316\u3067\u304d\u308b\u9023\u7d9a\u6642\u9593\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u3042\u308b\u304c\u3001\u5b9f\u88c5\u304c\u96e3\u3057\u304f\u3001\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u9ad8\u3044<\/li>\n<\/ul>\n\n\n\n<p>\u3059\u3079\u3066\u306e\u5b9f\u9a13\u306b\u304a\u3044\u3066\u3001GRU\u304c\u6700\u3082\u5b9f\u7528\u7684\u306a\u9078\u629e\u80a2\u3068\u3057\u3066\u6d6e\u4e0a\u3057\u3001\u904e\u5ea6\u306a\u5b66\u7fd2\u3092\u5fc5\u8981\u3068\u305b\u305a\u306b\u9ad8\u3044\u7cbe\u5ea6\u3092\u9054\u6210\u3057\u305for computational effort.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-w\u6a5f\u68b0\u5b66\u7fd2\u304c\u6709\u52b9\u306a\u5834\u9762\u3068\u305d\u3046\u3067\u306a\u3044\u5834\u9762\">W\u6a5f\u68b0\u5b66\u7fd2\u304c\u6709\u52b9\u306a\u5834\u9762\u3068\u305d\u3046\u3067\u306a\u3044\u5834\u9762<\/h3>\n\n\n\n<p>\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u304b\u3089\u5f97\u3089\u308c\u305f\u6700\u3082\u91cd\u8981\u306a\u77e5\u898b\u306e\u4e00\u3064\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u6027\u80fd\u304c\u5229\u7528\u53ef\u80fd\u306a\u60c5\u5831\u3068\u6839\u672c\u7684\u306b\u7d50\u3073\u3064\u3044\u3066\u3044\u308b\u3068\u3044\u3046\u70b9\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u5165\u529b\u3068\u30d1\u30ef\u30fc\u30c8\u30ec\u30a4\u30f3\u306e\u5909\u6570\u304b\u3089\u8eca\u901f\u3092\u4e88\u6e2c\u3059\u308b\u5834\u5408\u3001\u3064\u307e\u308a\u7269\u7406\u30e2\u30c7\u30eb\u304c\u660e\u793a\u7684\u306b\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u306a\u3044\u30d7\u30ed\u30bb\u30b9\u3067\u306f\u3001R\u00b2\u5024\u304c0.98\u524d\u5f8c\u3068\u9ad8\u3044\u7cbe\u5ea6\u304c\u5f97\u3089\u308c\u305f\u3002\u3053\u308c\u306f\u3001\u8a73\u7d30\u306a\u7269\u7406\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u3059\u304e\u305f\u308a\u73fe\u5b9f\u7684\u3067\u306a\u3044\u72b6\u6cc1\u306b\u304a\u3044\u3066\u3001\u6a5f\u68b0\u5b66\u7fd2\u306e\u4fa1\u5024\u3092\u6d6e\u304d\u5f6b\u308a\u306b\u3057\u3066\u3044\u308b\u3002<\/p>\n\n\n\n<p>\u3057\u304b\u3057\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u306e\u5165\u529b\u306e\u307f\u3092\u7528\u3044\u3066\u529b\u3084\u30c8\u30eb\u30af\u3092\u4e88\u6e2c\u3059\u308b\u3053\u3068\u306f\u3001\u306f\u308b\u304b\u306b\u56f0\u96e3\u3067\u3042\u308b\u3053\u3068\u304c\u5224\u660e\u3057\u305f\u3002\u5229\u7528\u53ef\u80fd\u306a\u5165\u529b\u30c7\u30fc\u30bf\u3067\u306f\u30b7\u30b9\u30c6\u30e0\u306e\u6839\u672c\u7684\u306a\u529b\u5b66\u3092\u5b8c\u5168\u306b\u6349\u3048\u304d\u308c\u3066\u3044\u306a\u304b\u3063\u305f\u305f\u3081\u3001\u30e2\u30c7\u30eb\u306f\u82e6\u6226\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u7269\u7406\u30d9\u30fc\u30b9\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u7528\u3055\u308c\u305f\u306e\u3068\u540c\u3058\u4f4d\u7f6e\u304a\u3088\u3073\u52d5\u7684\u5165\u529b\u3092\u30e2\u30c7\u30eb\u306b\u4e0e\u3048\u305f\u3068\u304d\u3001\u753b\u671f\u7684\u306a\u9032\u5c55\u304c\u898b\u3089\u308c\u307e\u3057\u305f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GRU\u30e2\u30c7\u30eb\u306f\u3001\u529b\u3068\u30c8\u30eb\u30af\u3092\u307b\u307c\u5b8c\u74a7\u306b\u518d\u73fe\u3057\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>R\u00b2\u5024\u306f0.99\u306b\u8fd1\u3065\u304d\u307e\u3057\u305f\u3002<\/li>\n\n\n\n<li>\u7d50\u679c\u306f\u3001\u5143\u306eModelica\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u51fa\u529b\u3068\u975e\u5e38\u306b\u8fd1\u3044\u3082\u306e\u3068\u306a\u308a\u307e\u3057\u305f\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u3053\u308c\u306f\u3001\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u306b\u3068\u3063\u3066\u6975\u3081\u3066\u91cd\u8981\u306a\u77e5\u898b\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<strong>\u3053\u308c\u306f\u3001\u5341\u5206\u306a\u60c5\u5831\u304c\u4e0e\u3048\u3089\u308c\u308c\u3070\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u9ad8\u7cbe\u5ea6\u306a\u7269\u7406\u30e2\u30c7\u30eb\u306b\u5339\u6575\u3059\u308b\u6027\u80fd\u3092\u767a\u63ee\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u901f\u5ea6\u3068\u7cbe\u5ea6\uff1a\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306b\u304a\u3051\u308b\u73fe\u5b9f\u7684\u306a\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5<\/h3>\n\n\n\n<p>\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u3068\u3063\u3066\u3001\u7cbe\u5ea6\u3068\u901f\u5ea6\u306e\u30c8\u30ec\u30fc\u30c9\u30aa\u30d5\u306f\u65e5\u5e38\u7684\u306a\u8ab2\u984c\u3067\u3059\u3002\u7269\u7406\u30d9\u30fc\u30b9\u306eModelica\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u9ad8\u7cbe\u5ea6\u306a\u7d50\u679c\u3092\u63d0\u4f9b\u3057\u307e\u3059\u304c\u3001\u9ad8\u5ea6\u306b\u975e\u7dda\u5f62\u306a\u30b7\u30b9\u30c6\u30e0\u306e\u5834\u5408\u3001\u8a08\u7b97\u306b\u6570\u6642\u9593\u304b\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u8a73\u7d30\u306a\u5206\u6790\u306b\u306f\u9069\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u8fc5\u901f\u306a\u53cd\u5fa9\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u3001\u3042\u308b\u3044\u306f\u5927\u898f\u6a21\u306a\u8a2d\u8a08\u63a2\u7d22\u306b\u306f\u3042\u307e\u308a\u5b9f\u7528\u7684\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>\u305d\u3053\u3067\u3001\u6a5f\u68b0\u5b66\u7fd2\u304c\u9b45\u529b\u7684\u306a\u4ee3\u66ff\u624b\u6bb5\u3068\u3057\u3066\u767b\u5834\u3057\u307e\u3059\uff1a<\/p>\n\n\n\n<ul 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class=\"wp-block-heading\">\u4eca\u5f8c\u306e\u9053\u7b4b\uff1aML\u3068\u7269\u7406\u30d9\u30fc\u30b9\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u306e\u76f8\u88dc\u7684\u30a2\u30d7\u30ed\u30fc\u30c1<\/h3>\n\n\n\n<p>\u6700\u3082\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u5bfe\u7269\u7406\u30d9\u30fc\u30b9\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3068\u3044\u3046\u5bfe\u7acb\u3067\u306f\u306a\u304f\u3001\u4e21\u8005\u304c\u3069\u306e\u3088\u3046\u306b\u9023\u643a\u3059\u308b\u304b\u3067\u3059\u3002\u672c\u8ad6\u6587\u306f\u3001\u4e21\u30a2\u30d7\u30ed\u30fc\u30c1\u306e\u5a01\u529b\u3092\u660e\u78ba\u306b\u5b9f\u8a3c\u3057\u3066\u3044\u307e\u3059\uff1a<\/p>\n\n\n\n<ul 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