{"id":38064,"date":"2025-02-09T10:00:52","date_gmt":"2025-02-09T02:00:52","guid":{"rendered":"https:\/\/17aitech.com\/?p=38064"},"modified":"2025-02-09T10:00:52","modified_gmt":"2025-02-09T02:00:52","slug":"%e5%85%a8%e9%9d%a2%e6%a2%b3%e7%90%86200%e7%af%87%e5%89%8d%e6%b2%bf%e8%ae%ba%e6%96%87%ef%bc%8c%e8%a7%86%e8%a7%89%e7%94%9f%e6%88%90%e6%a8%a1%e5%9e%8b%e7%90%86%e8%a7%a3%e7%89%a9%e7%90%86%e4%b8%96","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=38064","title":{"rendered":"\u5168\u9762\u68b3\u7406200+\u7bc7\u524d\u6cbf\u8bba\u6587\uff0c\u89c6\u89c9\u751f\u6210\u6a21\u578b\u7406\u89e3\u7269\u7406\u4e16\u754c\u89c4\u5f8b\u7684\u901a\u5173\u5bc6\u7801\uff0c\u90fd\u5728\u8fd9\u7bc7\u7efc\u8ff0\u91cc\u4e86\uff01"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-02-02-3\" target=\"_blank\">\u5168\u9762\u68b3\u7406200+\u7bc7\u524d\u6cbf\u8bba\u6587\uff0c\u89c6\u89c9\u751f\u6210\u6a21\u578b\u7406\u89e3\u7269\u7406\u4e16\u754c\u89c4\u5f8b\u7684\u901a\u5173\u5bc6\u7801\uff0c\u90fd\u5728\u8fd9\u7bc7\u7efc\u8ff0\u91cc\u4e86\uff01<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-0879e13b953d82c2d6ff7eea6ed733eb.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-0879e13b953d82c2d6ff7eea6ed733eb.png\"><\/a><\/p>\n<blockquote data-author-name=\"\" data-content-utf8-length=\"166\" data-source-title=\"\" data-type=\"2\" data-url=\"\">\n<section>\n<p>AIxiv\u4e13\u680f\u662f\u673a\u5668\u4e4b\u5fc3\u53d1\u5e03\u5b66\u672f\u3001\u6280\u672f\u5185\u5bb9\u7684\u680f\u76ee\u3002\u8fc7\u53bb\u6570\u5e74\uff0c\u673a\u5668\u4e4b\u5fc3AIxiv\u4e13\u680f\u63a5\u6536\u62a5\u9053\u4e862000\u591a\u7bc7\u5185\u5bb9\uff0c\u8986\u76d6\u5168\u7403\u5404\u5927\u9ad8\u6821\u4e0e\u4f01\u4e1a\u7684\u9876\u7ea7\u5b9e\u9a8c\u5ba4\uff0c\u6709\u6548\u4fc3\u8fdb\u4e86\u5b66\u672f\u4ea4\u6d41\u4e0e\u4f20\u64ad\u3002\u5982\u679c\u60a8\u6709\u4f18\u79c0\u7684\u5de5\u4f5c\u60f3\u8981\u5206\u4eab\uff0c\u6b22\u8fce\u6295\u7a3f\u6216\u8005\u8054\u7cfb\u62a5\u9053\u3002<\/p>\n<p>\u6295\u7a3f\u90ae\u7bb1\uff1aliyazhou@jiqizhixin.com\uff1bzhaoyunfeng@jiqizhixin.com<\/p>\n<\/section>\n<\/blockquote>\n<p>\u5f53\u4e0b\uff0c\u89c6\u9891\u751f\u6210\u5907\u53d7\u5173\u6ce8\uff0c\u6709\u671b\u6210\u4e3a\u5904\u7406\u7269\u7406\u77e5\u8bc6\u7684 \u201c\u4e16\u754c\u6a21\u578b\u201d \uff08World Model\uff09\uff0c\u52a9\u529b\u81ea\u52a8\u9a7e\u9a76\u3001\u673a\u5668\u4eba\u7b49\u4e0b\u6e38\u4efb\u52a1\u3002\u7136\u800c\uff0c\u5f53\u524d\u6a21\u578b\u5728\u4ece \u201c\u751f\u6210\u201d \u8fc8\u5411\u4e16\u754c\u5efa\u6a21\u7684\u8fc7\u7a0b\u4e2d\uff0c\u5b58\u5728\u5173\u952e\u77ed\u677f \u2014\u2014 \u5bf9\u771f\u5b9e\u4e16\u754c\u7269\u7406\u89c4\u5f8b\u7684\u523b\u753b\u80fd\u529b\u4e0d\u8db3\u3002<\/p>\n<p>\u4e3a\u6b64\uff0c\u6765\u81ea\u6089\u5c3c\u5927\u5b66\u3001\u897f\u6fb3\u5927\u5b66\u7b49\u7814\u7a76\u673a\u6784\u7684\u7814\u7a76\u8005\uff0c\u5e26\u6765\u4e86\u4e00\u7bc7\u805a\u7126\u4e8e\u751f\u6210\u5f0f\u201c\u7269\u7406 AI\u201d\u7684\u7efc\u8ff0\u6587\u7ae0\uff0c\u6df1\u5ea6\u5256\u6790\u5982\u4f55\u5c06\u7269\u7406\u89c4\u5f8b\u878d\u5165\u89c6\u89c9\u751f\u6210\u6a21\u578b\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-de491f5b372793ea7503476ebbe1c496.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-de491f5b372793ea7503476ebbe1c496.png\"><\/a><\/section>\n<ul>\n<li>\n<section>\u8bba\u6587\u6807\u9898\uff1aGenerative Physical AI in Vision: A Survey<\/section>\n<\/li>\n<li>\n<section>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2501.10928<\/section>\n<\/li>\n<\/ul>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-4ce84bebedf04a568bacb253bab55042.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-4ce84bebedf04a568bacb253bab55042.png\"><\/a><\/section>\n<section><strong>\u751f\u6210\u5f0f\u201c\u7269\u7406 AI\u201d\u7684\u6838\u5fc3\u6982\u5ff5<\/strong><\/section>\n<section><\/section>\n<section>\u7efc\u8ff0\u56f4\u7ed5\u751f\u6210\u5f0f\u201c\u7269\u7406 AI\u201d\uff0c\u5148\u660e\u786e\u4e86\u76f8\u5173\u5b9a\u4e49\u3002\u7269\u7406\u6a21\u62df\uff08Physical Simulation\uff09\u662f\u4f9d\u636e\u7269\u7406\u6a21\u578b\u8ba9\u8f93\u5165\u6570\u636e\u968f\u65f6\u95f4\u6f14\u53d8\uff1b\u7269\u7406\u7406\u89e3\uff08Physical Understanding\uff09\u662f\u4ece\u89c2\u6d4b\u6570\u636e\u63a8\u65ad\u7269\u7406\u6a21\u578b\u6216\u53c2\u6570\uff1b\u800c\u751f\u6210\uff08Generation\uff09\u5219\u662f\u7528\u751f\u6210\u6a21\u578b\u521b\u9020\u65b0\u5185\u5bb9\uff0c\u5176\u4e2d\u4e0d\u6d89\u53ca\u5bf9\u7269\u7406\u89c4\u5f8b\u6df1\u5165\u7406\u89e3\u7684\u4e3a\u65e0\u7269\u7406\u611f\u77e5\u7684\u751f\u6210\uff08Physics-Unaware Generation\uff09\uff0c\u53cd\u4e4b\u5219\u662f\u7269\u7406\u611f\u77e5\u751f\u6210\uff08Physics-Aware Generation\uff09\u3002<\/section>\n<section><\/section>\n<section>\u7269\u7406\u611f\u77e5\u751f\u6210\u53ef\u7ec6\u5206\u4e3a\u4e24\u7c7b\u3002\u4e00\u7c7b\u662f\u57fa\u4e8e\u663e\u5f0f\u7269\u7406\u6a21\u62df\u7684\uff08PAG-E\uff09\uff0c\u8fd9\u7c7b\u65b9\u6cd5\u663e\u5f0f\u5229\u7528\u7269\u7406\u6a21\u62df\u6a21\u578b\u63d0\u5347\u751f\u6210\u6a21\u578b\u7684\u7269\u7406\u523b\u753b\u80fd\u529b\uff1b\u53e6\u4e00\u7c7b\u662f\u65e0\u663e\u5f0f\u7269\u7406\u6a21\u62df\u7684\uff08PAG-I\uff09\u3002\u5728 PAG-E \u4e2d\uff0c\u6839\u636e \u201c\u7269\u7406\u6a21\u62df\u201d \u4e0e \u201c\u751f\u6210\u6a21\u578b\u201d \u7684\u878d\u5408\u65b9\u5f0f\uff0c\u53ef\u5f52\u7eb3\u4e3a\u516d\u5927\u8303\u5f0f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-814a407319a49012bd16ef4d3e285e14.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/02\/frc-814a407319a49012bd16ef4d3e285e14.png\"><\/a><\/section>\n<section><strong>\u00a0\u6709\u663e\u5f0f\u6a21\u62df\u7684\u751f\u6210\uff08PAG-E\uff09\uff1a\u516d\u5927\u8303\u5f0f<\/strong><\/section>\n<section><\/section>\n<section><strong>\u8303\u5f0f\u4e00\uff1a\u751f\u6210\u540e\u6a21\u62df\uff08Gen-to-Sim\uff09<\/strong><\/section>\n<section><\/section>\n<section><strong>\u8fd9\u7c7b\u65b9\u6cd5\u901a\u5e38\u5728\u751f\u6210\u5185\u5bb9\u540e\uff0c\u4e3a\u5176\u6dfb\u52a0\u7269\u7406\u5c5e\u6027\uff0c\u4f7f\u5176\u53ef\u6a21\u62df\u548c\u4ea4\u4e92\u3002<\/strong>\u6bd4\u5982 PIE-NeRF \u5728 \u795e\u7ecf\u8f90\u5c04\u573a\u4e2d\u5206\u5e03\u53ef\u6a21\u62df\u7684 \u201c\u7c92\u5b50\u201d\uff0c\u5b9e\u73b0\u7528\u6237\u4e0e\u573a\u666f\u7684\u4ea4\u4e92\uff1bPhysGaussian \u5229\u7528\u6750\u6599\u70b9\u6cd5\uff08MPM\uff09\u5c06 3D \u9ad8\u65af\u6838\u89c6\u4e3a\u53ef\u6a21\u62df\u7684 \u201c\u7c92\u5b50\u201d\uff0c\u6a21\u62df\u5f62\u53d8\u7b49\u7269\u7406\u73b0\u8c61\uff1bVR-GS\u3001LIVE-GS \u548c DreMa \u7b49\u4e5f\u57fa\u4e8e\u6b64\u8303\u5f0f\uff0c\u5b9e\u73b0 VR 3D \u5185\u5bb9\u7684\u4ea4\u4e92\u6216\u673a\u5668\u4eba\u5bf9\u7269\u4f53\u6446\u653e\u573a\u666f\u7684\u9884\u6d4b\u3002<\/section>\n<section><\/section>\n<section><strong>\u8303\u5f0f\u4e8c\uff1a\u751f\u6210\u4e2d\u6a21\u62df\uff08Sim-in-Gen\uff09<\/strong><\/section>\n<section><\/section>\n<section><strong>\u6b64\u8303\u5f0f\u5c06\u7269\u7406\u6a21\u62df\u76f4\u63a5\u96c6\u6210\u5230\u751f\u6210\u6a21\u578b\u4e2d\uff0c\u4f5c\u4e3a\u6838\u5fc3\u5b50\u6a21\u5757\u3002<\/strong>\u6bd4\u5982 PhysGen \u57fa\u4e8e\u725b\u987f\u5b9a\u5f8b\u4e0b\u7684\u521a\u4f53\u52a8\u529b\u5b66\uff0c\u7ed3\u5408\u5927\u6a21\u578b\u63a8\u65ad\u7684\u7269\u7406\u53c2\u6570\uff0c\u5b9e\u73b0\u7528\u6237\u5916\u529b\u63a7\u5236\u4e0b\u7684\u89c6\u9891\u751f\u6210\uff1bPhyCAGE \u628a MPM \u7269\u7406\u6a21\u62df\u5668\u5f53\u4f5c\u4f18\u5316\u5668\uff0c\u5c06\u635f\u5931\u51fd\u6570\u7684\u68af\u5ea6\u89c6\u4e3a\u7269\u7406\u6a21\u62df\u4e2d\u7684\u901f\u5ea6\uff1bPhysDiff \u5c06\u7269\u7406\u7ea6\u675f\u52a0\u5165\u6269\u6563\u6a21\u578b\u7684\u91c7\u6837\u8fc7\u7a0b\u4e2d\uff0c\u751f\u6210\u5408\u7406\u7684\u4eba\u4f53\u8fd0\u52a8\u7b49\u3002<\/section>\n<section><\/section>\n<section><strong>\u8303\u5f0f\u4e09\uff1a\u751f\u6210\u4e0e\u6a21\u62df\u5e76\u884c\uff08Gen-and-Sim\uff09<\/strong><\/section>\n<section><\/section>\n<section><strong>\u8be5\u8303\u5f0f\u4e2d\uff0c\u751f\u6210\u548c\u6a21\u62df\u540c\u65f6\u8fdb\u884c\u6216\u5177\u6709<\/strong><strong>\u7d27\u5bc6\u5173\u8054\u3002<\/strong>\u6bd4\u5982 PAC-NeRF \u5229\u7528\u6df7\u5408 Eulerian-Lagrangian \u8868\u793a\uff0c\u540c\u65f6\u63a8\u65ad\u7269\u4f53\u7684\u51e0\u4f55\u548c\u7269\u7406\u53c2\u6570\uff1biPAC-NeRF \u5728\u6b64\u57fa\u7840\u4e0a\u76f4\u63a5\u5728 Lagrangian 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\u5219\u5c06\u7269\u7406\u6a21\u62df\u4f5c\u4e3a\u6570\u636e\u8fc7\u6ee4\u65b9\u5f0f\uff0c\u7b5b\u9009\u7269\u7406\u6027\u80fd\u597d\u7684\u751f\u6210\u7ed3\u679c\u7b49\uff1b<\/section>\n<section><\/section>\n<section><strong>\u8303\u5f0f\u4e94\uff1a\u751f\u6210\u7ea6\u675f\u6a21\u62df\uff08Gen-Constrained Sim\uff09<\/strong><\/section>\n<section><\/section>\n<section><strong>\u6b64\u8303\u5f0f\u4e2d\uff0c\u751f\u6210\u6a21\u578b\u4e3a\u6a21\u62df\u8fc7\u7a0b\u63d0\u4f9b\u6307\u5bfc\u6216\u5148\u9a8c\u77e5\u8bc6\u3002<\/strong>\u6bd4\u5982 Physics3D \u7ed3\u5408\u89c6\u9891\u6269\u6563\u6a21\u578b\u548c MPM\uff0c\u5229\u7528\u5206\u6570\u84b8\u998f\u91c7\u6837\uff08Score Distillation Sampling\uff09\u4f18\u5316\u7269\u7406\u53c2\u6570\uff1bDreamPhysics \u8fdb\u4e00\u6b65\u63d0\u51fa\u8fd0\u52a8\u84b8\u998f\u91c7\u6837\uff08Motion Distillation Sampling\uff09\uff1bPhysDreamer 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