{"id":4371,"date":"2025-06-11T14:38:23","date_gmt":"2025-06-11T05:38:23","guid":{"rendered":"https:\/\/matlantis.com\/ja\/?post_type=product&#038;p=4371"},"modified":"2026-04-20T09:46:05","modified_gmt":"2026-04-20T00:46:05","slug":"about-pfp","status":"publish","type":"product","link":"https:\/\/matlantis.com\/ja\/product\/about-pfp\/","title":{"rendered":"AI\u30e2\u30c7\u30eb (PFP) \u3068\u306f"},"content":{"rendered":"\n<div class=\"wp-block-group is-horizontal is-content-justification-center is-layout-flex wp-container-core-group-is-layout-4f6f85ca wp-block-group-is-layout-flex\">\n<p><a href=\"#section-01\">\u4e16\u754c\u306b\u5148\u99c6\u3051\u3066\u958b\u767a\u3055\u308c\u305f\u72ec\u81ea\u306e\u6c4e\u7528\u6a5f\u68b0\u5b66\u7fd2\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb PFP<\/a><\/p>\n\n\n\n<p><a href=\"#section-02\">DFT\u8a08\u7b97\u76f8\u5f53\u306e\u7cbe\u5ea6\u3067\u3001\u901f\u5ea6\u306f2000\u4e07\u500d\u4ee5\u4e0a\u3078<\/a><\/p>\n\n\n\n<p><a href=\"#section-03\">\u81ea\u7136\u754c\u306b\u5b58\u5728\u3059\u308b\u5168\u3066\u306e\u5143\u7d20\u3067\u3001\u591a\u7a2e\u591a\u69d8\u306a\u69cb\u9020\u306b\u5bfe\u5fdc<\/a><\/p>\n\n\n\n<p><a href=\"#section-04\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/a><\/p>\n\n\n\n<p><a href=\"#section-05\">\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u52a0\u901f\u3059\u308b\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3 PFVM<\/a><\/p>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-01\">\u4e16\u754c\u306b\u5148\u99c6\u3051\u3066\u958b\u767a\u3055\u308c\u305f\u72ec\u81ea\u306e\u6c4e\u7528\u6a5f\u68b0\u5b66\u7fd2\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb PFP<\/h2>\n\n\n\n<p>\u539f\u5b50\u306e\u632f\u308b\u821e\u3044\u3092\u4e88\u6e2c\u3059\u308b\u9ad8\u7cbe\u5ea6\u306e\u624b\u6cd5\u306e\u4e00\u3064\u306b\u5bc6\u5ea6\u6c4e\u95a2\u6570\u7406\u8ad6 (Density Functional Theory: DFT) \u3092\u7528\u3044\u305f\u8a08\u7b97\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u306b\u306f\u81a8\u5927\u306a\u8a08\u7b97\u30b3\u30b9\u30c8\u304c\u304b\u304b\u308b\u3053\u3068\u304c\u8ab2\u984c\u3067\u3057\u305f\u3002\u3053\u306e\u89e3\u6c7a\u7b56\u3068\u3057\u3066\u3001DFT\u306e\u8a08\u7b97\u7d50\u679c\u3092AI\u306b\u5b66\u7fd2\u3055\u305b\u308b\u6a5f\u68b0\u5b66\u7fd2\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb (Machine Learning Interatomic Potential: MLIP*) \u304c\u7814\u7a76\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u304c\u3001\u5f93\u6765\u306f\u7279\u5b9a\u306e\u7269\u8cea\u30fb\u6761\u4ef6\u306b\u7279\u5316\u3057\u305f\u30e2\u30c7\u30eb\u304c\u4e3b\u6d41\u3067\u3001\u69d8\u3005\u306a\u6750\u6599\u3092\u6271\u3048\u308b\u300c\u6c4e\u7528\u30e2\u30c7\u30eb\u300d\u306e\u958b\u767a\u306f\u6975\u3081\u3066\u56f0\u96e3\u3068\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u3002<br>\u79c1\u9054\u306f\u3001\u3053\u306e\u56f0\u96e3\u306a\u8ab2\u984c\u306b\u30c7\u30a3\u30fc\u30d7\u30e9\u30fc\u30cb\u30f3\u30b0\u306e\u9ece\u660e\u671f\u304b\u3089\u53d6\u308a\u7d44\u307f\u3001\u4e16\u754c\u6700\u9ad8\u30ec\u30d9\u30eb\u306e\u7cbe\u5ea6\u3068\u6c4e\u7528\u6027\u3092\u6301\u3064\u72ec\u81ea\u306eAI\u30e2\u30c7\u30eb\u300cPFP\u300d\u3092\u958b\u767a\u3057\u307e\u3057\u305f\u3002\u3053\u306ePFP\u306e\u57fa\u76e4\u6280\u8853\u306f\u3001\u56fd\u969b\u7684\u306a\u79d1\u5b66\u96d1\u8a8c\u300eNature Communications\u300f\u306b\u3082\u63b2\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u63b2\u8f09\u8ad6\u6587\uff1a<a href=\"https:\/\/www.nature.com\/articles\/s41467-022-30687-9\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">Towards universal neural network potential for material discovery applicable to arbitrary combination of 45 elements (Nature Communications, 2022)<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1681\" height=\"727\" src=\"https:\/\/matlantis.com\/wp-content\/uploads\/2025\/06\/Proprietary_uMLIP_ja.png\" alt=\"\" class=\"wp-image-6503\"\/><\/figure>\n\n\n<small>*\u6a5f\u68b0\u5b66\u7fd2\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u306fMLIP\u306e\u4ed6\u3001Machine Learning Potential (MLP)\u3084Neural Network Potential (NNP)\u3068\u3082\u8868\u73fe\u3055\u308c\u307e\u3059\u3002\u65e5\u672c\u8a9e\u3067\u306f\u6a5f\u68b0\u5b66\u7fd2\u529b\u5834\u3068\u3082\u8868\u73fe\u3055\u308c\u307e\u3059\u3002MLP\u3068NNP\u306f\u53b3\u5bc6\u306b\u306f\u30cb\u30e5\u30a2\u30f3\u30b9\u304c\u7570\u306a\u308a\u307e\u3059\u304c\u3001\u6982\u306d\u6a5f\u68b0\u5b66\u7fd2\u30dd\u30c6\u30f3\u30b7\u30e3\u30eb\u3092\u8868\u3059\u8868\u73fe\u3068\u3057\u3066\u7528\u3044\u3089\u308c\u307e\u3059\u3002\u672c\u30b5\u30a4\u30c8\u3067\u306f\u73fe\u5728\u6bd4\u8f03\u7684\u4e3b\u6d41\u3068\u306a\u308a\u3064\u3064\u3042\u308bMLIP\u3092\u7528\u3044\u307e\u3059\u3002<\/small>\n\n\n<h2 class=\"wp-block-heading\" id=\"section-02\">DFT\u8a08\u7b97\u76f8\u5f53\u306e\u7cbe\u5ea6\u3067\u3001\u901f\u5ea6\u306f2000\u4e07\u500d\u4ee5\u4e0a\u3078<\/h2>\n\n\n\n<p>PFP\u306f\u3001DFT\u8a08\u7b97\u3068\u540c\u7b49\u306e\u9ad8\u3044\u4e88\u6e2c\u7cbe\u5ea6\u3092\u7dad\u6301\u3057\u305f\u307e\u307e\u3001\u8a08\u7b97\u901f\u5ea6\u3092\u6700\u5927\u30672000\u4e07\u500d\u4ee5\u4e0a\u306b\u307e\u3067\u5f15\u304d\u4e0a\u3052\u307e\u3059\u3002\u3053\u308c\u307e\u3067\u5c02\u9580\u5bb6\u304c\u30b9\u30fc\u30d1\u30fc\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3092\u4f7f\u3063\u3066\u3082\u6570\u30f6\u6708\u3092\u8981\u3057\u305f\u5927\u898f\u6a21\u306a\u8a08\u7b97\u304c\u3001\u6570\u5206\u30ec\u30d9\u30eb\u3067\u5b8c\u4e86\u3057\u307e\u3059\u3002<br>\u307e\u305f\u3001\u6271\u3048\u308b\u539f\u5b50\u306e\u6570\u3082\u98db\u8e8d\u7684\u306b\u5897\u5927\u3057\u307e\u3057\u305f\u3002\u6700\u65b0\u306ePFP\u3067\u306f\u6700\u592744,000\u539f\u5b50*\u306e\u5927\u898f\u6a21\u306a\u7cfb\u3092\u6271\u3048\u3001\u5f93\u6765\u6cd5\u3067\u306f\u4e0d\u53ef\u80fd\u3060\u3063\u305f\u8907\u96d1\u306a\u754c\u9762\u3084\u6b20\u9665\u69cb\u9020\u306e\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002\u7cbe\u5ea6\u30fb\u901f\u5ea6\u30fb\u898f\u6a21\u306e\u9650\u754c\u3092\u7a81\u7834\u3057\u3001\u6750\u6599\u958b\u767a\u306b\u9769\u65b0\u3092\u3082\u305f\u3089\u3057\u307e\u3059\u3002<\/p>\n\n\n<small>*\u63a8\u8ad6\u53ef\u80fd\u306aPt(fcc)\u306e\u6700\u5927\u539f\u5b50\u6570<\/small>\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1165\" height=\"952\" src=\"https:\/\/matlantis.com\/wp-content\/uploads\/2025\/06\/2000x_faster_ja.png\" alt=\"\" class=\"wp-image-6504\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-03\">\u81ea\u7136\u754c\u306b\u5b58\u5728\u3059\u308b\u5168\u3066\u306e\u5143\u7d20\u3067\u3001\u591a\u7a2e\u591a\u69d8\u306a\u69cb\u9020\u306b\u5bfe\u5fdc<\/h2>\n\n\n\n<p>PFP\u306f\u3001\u5358\u4e00\u306eAI\u30e2\u30c7\u30eb\u3067\u5727\u5012\u7684\u306a\u6c4e\u7528\u6027\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u30022024\u5e74\u30ea\u30ea\u30fc\u30b9\u306ePFP v7\u3067\u306f96\u5143\u7d20\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u81ea\u7136\u754c\u306b\u5b58\u5728\u3059\u308b\u5168\u3066\u306e\u5143\u7d20\u3092\u30ab\u30d0\u30fc\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306f\u5143\u7d20\u7a2e\u306b\u3088\u308b\u30e2\u30c7\u30eb\u306e\u4f7f\u3044\u5206\u3051\u3084\u5236\u7d04\u3092\u610f\u8b58\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u305b\u3093\u3002<br>\u3055\u3089\u306b\u3001\u305d\u306e\u9069\u7528\u7bc4\u56f2\u306f\u30d0\u30eb\u30af\u7d50\u6676\u306b\u7559\u307e\u3089\u305a\u3001\u8868\u9762\u30fb\u754c\u9762\u3067\u306e\u89e6\u5a92\u53cd\u5fdc\u3001\u96fb\u6c60\u6750\u6599\u5185\u3067\u306e\u30a4\u30aa\u30f3\u62e1\u6563\u3001\u6709\u6a5f\u5206\u5b50\u306e\u5206\u89e3\u53cd\u5fdc\u3001MOF\u8907\u5408\u6750\u6599\u306e\u5438\u7740\u306a\u3069\u3001\u8003\u3048\u3089\u308c\u308b\u591a\u7a2e\u591a\u69d8\u306a\u539f\u5b50\u69cb\u9020\u30fb\u72b6\u614b\u3092\u533a\u5225\u306a\u304f\u3001\u9ad8\u7cbe\u5ea6\u306b\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1416\" height=\"870\" src=\"https:\/\/matlantis.com\/wp-content\/uploads\/2025\/06\/96_elements_ja.png\" alt=\"\" class=\"wp-image-6505\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-04\">\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u5b66\u7fd2\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8<\/h2>\n\n\n\n<p>PFP\u306e\u6027\u80fd\u306f\u3001\u5148\u9032\u7684\u306aAI\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u5927\u898f\u6a21\u306a\u5b66\u7fd2\u30c7\u30fc\u30bf\u306b\u652f\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u30e2\u30c7\u30eb\u306e\u57fa\u672c\u69cb\u9020\u306b\u306f\u3001\u539f\u5b50\u3068\u305d\u306e\u7d50\u5408\u3092\u30b0\u30e9\u30d5\u3068\u3057\u3066\u8a8d\u8b58\u3059\u308b\u300c\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\uff08GNN\uff09\u300d\u3092\u63a1\u7528\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u539f\u5b50\u4e00\u3064\u3072\u3068\u3064\u306e\u5c40\u6240\u7684\u306a\u72b6\u614b\u3084\u76f8\u4e92\u4f5c\u7528\u3092\u67d4\u8edf\u306b\u5b66\u7fd2\u3057\u3001\u672a\u77e5\u306e\u69cb\u9020\u306b\u5bfe\u3057\u3066\u3082\u9ad8\u3044\u7cbe\u5ea6\u3067\u306e\u4e88\u6e2c\u3092\u53ef\u80fd\u306b\u3057\u3066\u3044\u307e\u3059\u3002<br>\u5b66\u7fd2\u306b\u7528\u3044\u305f\u306e\u306f\u3001Preferred Networks\u306e\u8a08\u7b97\u57fa\u76e4\u3067\u5b9f\u65bd\u3057\u305f\u591a\u7a2e\u591a\u69d8\u306a\u69cb\u9020\u306eDFT\u8a08\u7b97\u306e\u30c7\u30fc\u30bf\u3067\u3059\u3002\u5b89\u5b9a\u69cb\u9020\u306e\u307f\u306a\u3089\u305a\u4e0d\u5b89\u5b9a\u306a\u69cb\u9020\u3084\u975e\u73fe\u5b9f\u7684\u306a\u69cb\u9020\u3082\u53d6\u308a\u5165\u308c\u3001PFP v7\u3067\u306f\u69cb\u9020\u65705900\u4e07\u4ee5\u4e0a\u306e\u6559\u5e2b\u30c7\u30fc\u30bf\u3092\u5b66\u7fd2\u306b\u7528\u3044\u307e\u3057\u305f\u3002\u3053\u306e\u5727\u5012\u7684\u306a\u300c\u30c7\u30fc\u30bf\u306e\u8cea\u3068\u91cf\u300d\u304c\u3001PFP\u306e\u524d\u4f8b\u306e\u306a\u3044\u6c4e\u7528\u6027\u306e\u6e90\u6cc9\u3067\u3059\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1662\" height=\"472\" src=\"https:\/\/matlantis.com\/wp-content\/uploads\/2025\/06\/Architecture_ja.png\" alt=\"\" class=\"wp-image-6507\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"section-05\">\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u3092\u52a0\u901f\u3059\u308b\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3 PFVM<\/h2>\n\n\n\n<p>Matlantis\u306e\u5727\u5012\u7684\u306a\u8a08\u7b97\u901f\u5ea6\u306f\u3001PFP\u3068\u3044\u3046\u512a\u308c\u305fAI\u30e2\u30c7\u30eb\u3068\u3001\u305d\u306e\u80fd\u529b\u3092\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u5b9f\u884c\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306e\u4e21\u8f2a\u306b\u3088\u3063\u3066\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002<br>\u305d\u306e\u4e2d\u6838\u3092\u62c5\u3046\u306e\u304c\u3001\u72ec\u81ea\u306b\u958b\u767a\u3057\u305f\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3\u300cPFVM\u300d\u3067\u3059\u3002PFVM\u306f\u3001\u300c\u30ab\u30fc\u30cd\u30eb\u878d\u5408\u300d\u3092\u306f\u3058\u3081\u3068\u3059\u308b\u6700\u9069\u5316\u6280\u8853\u3092\u7528\u3044\u3066PFP\u306e\u8a08\u7b97\u3092\u52b9\u7387\u5316\u3059\u308b\u30b3\u30f3\u30d1\u30a4\u30e9\u306e\u5f79\u5272\u3068\u3001\u305d\u308c\u3092\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u4e0a\u3067\u9ad8\u901f\u30fb\u7701\u30e1\u30e2\u30ea\u306b\u5b9f\u884c\u3059\u308b\u30e9\u30f3\u30bf\u30a4\u30e0\u306e\u5f79\u5272\u3092\u517c\u306d\u5099\u3048\u3066\u3044\u307e\u3059\u3002<br>\u3053\u306e\u3088\u3046\u306b\u3001\u9ad8\u6027\u80fd\u306aAI\u30e2\u30c7\u30eb\u3067\u3042\u308bPFP\u306e\u80fd\u529b\u3092\u3001\u5c02\u7528\u306b\u958b\u767a\u3055\u308c\u305f\u63a8\u8ad6\u30a8\u30f3\u30b8\u30f3PFVM\u304c\u6700\u5927\u9650\u306b\u5f15\u304d\u51fa\u3059\u3053\u3068\u3067\u3001\u4ed6\u306e\u8ffd\u968f\u3092\u8a31\u3055\u306a\u3044\u30b7\u30df\u30e5\u30ec\u30fc\u30b7\u30e7\u30f3\u74b0\u5883\u304c\u5b9f\u73fe\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<figure 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