{"id":2222,"date":"2026-02-27T21:00:12","date_gmt":"2026-02-27T13:00:12","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/02\/27\/%e4%bd%95%e6%81%ba%e6%98%8e%e5%9b%a2%e9%98%9f%e6%96%b0%e4%bd%9cgeopt%ef%bc%8c%e5%85%a8%e6%96%b0%e9%a2%84%e8%ae%ad%e7%bb%83%e8%8c%83%e5%bc%8f%e8%ae%a9%e6%a8%a1%e5%9e%8b%e8%87%aa%e5%ad%a6%e7%9c%9f\/"},"modified":"2026-02-27T21:00:12","modified_gmt":"2026-02-27T13:00:12","slug":"%e4%bd%95%e6%81%ba%e6%98%8e%e5%9b%a2%e9%98%9f%e6%96%b0%e4%bd%9cgeopt%ef%bc%8c%e5%85%a8%e6%96%b0%e9%a2%84%e8%ae%ad%e7%bb%83%e8%8c%83%e5%bc%8f%e8%ae%a9%e6%a8%a1%e5%9e%8b%e8%87%aa%e5%ad%a6%e7%9c%9f","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/02\/27\/%e4%bd%95%e6%81%ba%e6%98%8e%e5%9b%a2%e9%98%9f%e6%96%b0%e4%bd%9cgeopt%ef%bc%8c%e5%85%a8%e6%96%b0%e9%a2%84%e8%ae%ad%e7%bb%83%e8%8c%83%e5%bc%8f%e8%ae%a9%e6%a8%a1%e5%9e%8b%e8%87%aa%e5%ad%a6%e7%9c%9f\/","title":{"rendered":"\u4f55\u607a\u660e\u56e2\u961f\u65b0\u4f5cGeoPT\uff0c\u5168\u65b0\u9884\u8bad\u7ec3\u8303\u5f0f\u8ba9\u6a21\u578b\u81ea\u5b66\u771f\u5b9e\u7269\u7406\u89c4\u5f8b"},"content":{"rendered":"<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/4cb28491c73938a13e8161af9b763aa9.webp'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/4cb28491c73938a13e8161af9b763aa9.webp\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u4f55\u607a\u660e\u56e2\u961f\u65b0\u4f5cGeoPT\uff0c\u5168\u65b0\u9884\u8bad\u7ec3\u8303\u5f0f\u8ba9\u6a21\u578b\u81ea\u5b66\u771f\u5b9e\u7269\u7406\u89c4\u5f8b\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/4720b847c7fc9390bc0ee3f4db58f368.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/4720b847c7fc9390bc0ee3f4db58f368.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u4f55\u607a\u660e\u56e2\u961f\u65b0\u4f5cGeoPT\uff0c\u5168\u65b0\u9884\u8bad\u7ec3\u8303\u5f0f\u8ba9\u6a21\u578b\u81ea\u5b66\u771f\u5b9e\u7269\u7406\u89c4\u5f8b\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/eec145968ba0b4e93694cb9f71dd3b71.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/eec145968ba0b4e93694cb9f71dd3b71.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u4f55\u607a\u660e\u56e2\u961f\u65b0\u4f5cGeoPT\uff0c\u5168\u65b0\u9884\u8bad\u7ec3\u8303\u5f0f\u8ba9\u6a21\u578b\u81ea\u5b66\u771f\u5b9e\u7269\u7406\u89c4\u5f8b\"\/><\/div><\/figure>\n<figure class=\"wp-block-image\"><div class='fancybox-wrapper lazyload-container-unload' data-fancybox='post-images' href='https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/32303f7aa7787284ec59ffe85b34374a.png'><img class=\"lazyload lazyload-style-1\" src=\"data:image\/svg+xml;base64,PCEtLUFyZ29uTG9hZGluZy0tPgo8c3ZnIHdpZHRoPSIxIiBoZWlnaHQ9IjEiIHhtbG5zPSJodHRwOi8vd3d3LnczLm9yZy8yMDAwL3N2ZyIgc3Ryb2tlPSIjZmZmZmZmMDAiPjxnPjwvZz4KPC9zdmc+\"  decoding=\"async\" data-original=\"https:\/\/1ow.top\/wp-content\/uploads\/2026\/02\/32303f7aa7787284ec59ffe85b34374a.png\" src=\"data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcEhZcwAADsQAAA7EAZUrDhsAAAANSURBVBhXYzh8+PB\/AAffA0nNPuCLAAAAAElFTkSuQmCC\" alt=\"\u4f55\u607a\u660e\u56e2\u961f\u65b0\u4f5cGeoPT\uff0c\u5168\u65b0\u9884\u8bad\u7ec3\u8303\u5f0f\u8ba9\u6a21\u578b\u81ea\u5b66\u771f\u5b9e\u7269\u7406\u89c4\u5f8b\"\/><\/div><\/figure>\n<p>henry \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n<p>\u9759\u60013D\u8d44\u4ea7\u7f3a\u5c11\u52a8\u529b\u5b66\u4fe1\u606f\uff0c\u771f\u5b9e\u7269\u7406\u6807\u7b7e\u53c8\u6781\u5176\u6602\u8d35\u2014\u2014<\/p>\n<p>\u7269\u7406\u4eff\u771f\u5230\u5e95\u8be5\u5982\u4f55scaling\uff1f<\/p>\n<p>\u4f55\u607a\u660e\u56e2\u961f\u6700\u65b0\u7684\u8bba\u6587GeoPT\u63d0\u4f9b\u4e86\u65b0\u601d\u8def\u2014\u2014<\/p>\n<p>GeoPT\u63d0\u51fa\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u52a8\u529b\u5b66\u63d0\u5347\u9884\u8bad\u7ec3\u8303\u5f0f\uff0c\u901a\u8fc7\u5408\u6210\u52a8\u529b\u5b66\uff08Synthetic Dynamics\uff09\u5c06\u9759\u6001\u51e0\u4f55\u201c\u63d0\u5347\u201d\u5230\u52a8\u6001\u7a7a\u95f4\uff0c\u8ba9\u6a21\u578b\u5728\u65e0\u6807\u7b7e\u6570\u636e\u4e0a\u901a\u8fc7\u5b66\u4e60\u7c92\u5b50\u8f68\u8ff9\u6f14\u5316\u6765\u83b7\u53d6\u7269\u7406\u76f4\u89c9\u3002<\/p>\n<p>\u5728\u76f8\u540c\u7684\u7cbe\u5ea6\u6761\u4ef6\u4e0b\uff0cGeoPT\u6700\u9ad8\u53ef\u4ee5\u8282\u770160%\u7684\u7269\u7406\u4eff\u771f\u6570\u636e\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u4e00\u8d77\u6765\u770b\u3002<\/p>\n<p>\u4e00\u822c\u6765\u8bf4\uff0c\u7269\u7406\u7cfb\u7edf\u7684\u89e3\u573a\uff08Solution Fields\uff09\u662f\u7531\u51e0\u4f55G\uff08\u5b9a\u4e49\u7a7a\u95f4\u8fb9\u754c\uff09\u548c\u7cfb\u7edf\u6761\u4ef6S\uff08\u52a8\u529b\u5b66\u9a71\u52a8\uff0c\u5982\u901f\u5ea6\u3001\u529b\uff09\u5171\u540c\u51b3\u5b9a\u7684\u3002<\/p>\n<p>\u4ee5\u7a7a\u6c14\u52a8\u529b\u5b66\u4e3a\u4f8b\uff0c\u6c7d\u8f66\u7684\u5f62\u72b6\uff08\u51e0\u4f55\uff09\u5b9a\u4e49\u4e86\u7a7a\u95f4\u7684\u8fb9\u754c\uff0c\u800c\u98ce\u901f\u548c\u98ce\u5411\uff08\u52a8\u529b\u5b66\u6761\u4ef6\uff09\u5219\u51b3\u5b9a\u4e86\u6d41\u573a\u7684\u6f14\u5316\u4e0e\u5177\u4f53\u7684\u963b\u529b\u5206\u5e03\u3002<\/p>\n<p>\u5f53\u524d\uff0c\u4e3a\u4e86\u5b9e\u73b0\u5bf9\u7269\u7406\u7cfb\u7edf\u7684\u9884\u6d4b\u4e0e\u63a7\u5236\uff0c\u7814\u7a76\u5df2\u7ecf\u4ece\u4f20\u7edf\u7684\u7269\u7406\u4eff\u771f\uff0c\u8f6c\u5411\u57fa\u4e8e\u6570\u636e\u9a71\u52a8\u7684\u795e\u7ecf\u7f51\u7edc\u4eff\u771f\u5668\u3002<\/p>\n<p>\u7136\u800c\uff0c\u8fd9\u4e00\u8def\u5f84\u9762\u4e34\u7740\u4e24\u4e2a\u6838\u5fc3\u74f6\u9888\uff1a<\/p>\n<p>\u4e00\u65b9\u9762\u662f\u6807\u6ce8\u6210\u672c\u6781\u9ad8\u3002<\/p>\n<p>\u8bad\u7ec3\u4eff\u771f\u5668\u4f9d\u8d56\u7531\u4f20\u7edf\u6570\u503c\u6c42\u89e3\u5668\uff08\u5982CFD\/FEA\uff09\u751f\u6210\u7684\u76d1\u7763\u6570\u636e\uff0c\u751f\u6210\u4e00\u4e2a\u5de5\u4e1a\u7ea7\u7cbe\u5ea6\u6837\u672c\u5f80\u5f80\u8017\u8d39\u6570\u4e07CPU\u5c0f\u65f6\uff0c\u9ad8\u6602\u7684\u201c\u6807\u7b7e\u751f\u6210\u201d\u6210\u672c\u4e25\u91cd\u9650\u5236\u4e86\u4eff\u771f\u5668\u7684\u89c4\u6a21\u5316\uff08Scaling\uff09\u3002<\/p>\n<p>\u53e6\u4e00\u65b9\u9762\u662f\u9759\u6001\u9884\u8bad\u7ec3\u7684\u5c40\u9650\u3002<\/p>\n<p>\u5c3d\u7ba1\u4e92\u8054\u7f51\u4e0a\u6709\u6d77\u91cf\u76843D\u51e0\u4f55\u6570\u636e\uff0c\u4f46\u5982\u679c\u4ec5\u5bf9\u9759\u6001\u51e0\u4f55\u8fdb\u884c\u81ea\u76d1\u7763\u9884\u8bad\u7ec3\uff08\u5982\u5e38\u89c1\u7684\u63a9\u7801\u91cd\u5efa\u4efb\u52a1\uff09\uff0c\u4f1a\u56e0\u5b8c\u5168\u7f3a\u5931\u201c\u52a8\u529b\u5b66\u201d\u7ef4\u5ea6\uff0c\u5bfc\u81f4\u6a21\u578b\u65e0\u6cd5\u6355\u6349\u7269\u7406\u4eff\u771f\u7684\u6838\u5fc3\u7279\u5f81\uff0c\u751a\u81f3\u5728\u4e0b\u6e38\u4efb\u52a1\u4e2d\u51fa\u73b0\u201c\u8d1f\u8fc1\u79fb\u201d\u73b0\u8c61\u3002<\/p>\n<p>\u57fa\u4e8e\u6b64\uff0c\u607a\u660e\u56e2\u961f\u63d0\u51fa\u4e86\u4e00\u79cd\u5168\u65b0\u7684\u9884\u8bad\u7ec3\u8303\u5f0f\u2014\u2014\u52a8\u529b\u5b66\u63d0\u5347\u7684\u51e0\u4f55\u9884\u8bad\u7ec3\uff08Dynamics-lifted Geometric Pre-training\uff09\u3002<\/p>\n<p>\u5176\u6838\u5fc3\u5728\u4e8e\uff0c\u867d\u7136\u771f\u5b9e\u7684\u7269\u7406\u6807\u7b7e\u96be\u6c42\uff0c\u4f46\u201c\u52a8\u529b\u5b66\u201d\u672c\u8eab\u662f\u53ef\u4ee5\u88ab\u53c2\u6570\u5316\u7684\u3002<\/p>\n<p>\u7814\u7a76\u901a\u8fc7\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u5f15\u5165\u5408\u6210\u52a8\u529b\u5b66\uff08Synthetic Dynamics\uff09\uff0c\u8ba9GeoPT\u4e0d\u4ec5\u5b66\u4e60\u5230\u51e0\u4f55\u7279\u5f81\uff0c\u8fd8\u901a\u8fc7\u5f15\u5165\u968f\u673a\u901f\u5ea6\u573av\uff0c\u5c06\u8868\u5f81\u4ece\u5355\u7eaf\u7684\u51e0\u4f55\u7a7a\u95f4\u63d0\u5347\u5230\u201c\u51e0\u4f55+\u52a8\u529b\u5b66\u201d\u7684\u8054\u5408\u7a7a\u95f4\u3002<\/p>\n<p>\u5728\u8fd9\u91cc\uff0c\u7814\u7a76\u4e0d\u4f9d\u8d56\u7531\u7269\u7406\u51b3\u5b9a\u3001\u4e14\u9700\u8981\u6602\u8d35\u4eff\u771f\u624d\u80fd\u83b7\u53d6\u7684v\uff0c\u800c\u662f\u901a\u8fc7\u968f\u673a\u91c7\u6837\u6bcf\u4e2a\u7c92\u5b50\u7684\u901f\u5ea6\u6765\u6784\u5efa\u5408\u6210\u901f\u5ea6\uff08Synthetic Velocities\uff09\uff1a<\/p>\n<p>\u7531\u6b64\uff0c\u81ea\u76d1\u7763\u76ee\u6807\u53d8\u6210\u4e86\u51e0\u4f55\u7279\u5f81\u5728\u8fd9\u79cd\u5408\u6210\u52a8\u529b\u5b66\u4e0b\u7684\u8f68\u8ff9\uff1a<\/p>\n<p>\u4e8e\u662f\uff0c\u901a\u8fc7\u8ffd\u8e2a\u51e0\u4f55\u7279\u5f81\u6cbf\u8fd9\u4e9b\u5408\u6210\u8f68\u8ff9\u7684\u6f14\u5316\u8fc7\u7a0b\uff0c\u7814\u7a76\u83b7\u5f97\u4e86\u4e00\u4e2a\u5b8c\u5168\u7531\u51e0\u4f55\u6784\u5efa\u7684\u3001\u611f\u77e5\u52a8\u529b\u5b66\u7684\u76d1\u7763\u4fe1\u53f7\u3002<\/p>\n<p>\u8fd9\u4f7f\u5f97\u6a21\u578b\u5728\u63a5\u89e6\u771f\u5b9e\u7684\u7269\u7406\u6807\u7b7e\u4e4b\u524d\uff0c\u5c31\u80fd\u591f\u901a\u8fc7\u6d77\u91cf\u65e0\u6807\u7b7e\u51e0\u4f55\u6570\u636e\uff0c\u9884\u5148\u5b66\u4e60\u5230\u7269\u7406\u6f14\u5316\u4e2d\u901a\u7528\u7684\u7a7a\u95f4\u7ea6\u675f\u4e0e\u8026\u5408\u89c4\u5f8b\u3002<\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u4e0a\u8ff0\u52a8\u529b\u5b66\u63d0\u5347\u6846\u67b6\u4e0d\u4ec5\u63d0\u4f9b\u4e86\u9884\u8bad\u7ec3\u76ee\u6807\uff0c\u8fd8\u4e3a\u4e0b\u6e38\u4efb\u52a1\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u63a5\u53e3\uff1a\u5728\u9884\u8bad\u7ec3\u548c\u5fae\u8c03\u9636\u6bb5\uff0c\u6a21\u578b\u5747\u63a5\u6536\u51e0\u4f55\u548c\u901f\u5ea6\u4f5c\u4e3a\u8f93\u5165\u3002<\/p>\n<p>\u9884\u8bad\u7ec3\u540e\uff0cGeoPT\u6355\u6349\u5230\u4e86\u4ee5\u901f\u5ea6\u4e3a\u6761\u4ef6\u7684\u7269\u7406\u5bf9\u9f50\u76f8\u5173\u6027\uff0c\u901a\u8fc7\u5c06\u52a8\u529b\u5b66\u6761\u4ef6\u7279\u5316\u4e3a\u76f8\u5e94\u7684\u4eff\u771f\u8bbe\u7f6e\u5e76\u5b66\u4e60\u6c42\u89e3\u5668\u751f\u6210\u7684\u6807\u7b7e\uff0c\u8fdb\u800c\u53ef\u4ee5\u88ab\u5fae\u8c03\u81f3\u7279\u5b9a\u7684\u7269\u7406\u4efb\u52a1\u3002<\/p>\n<p>\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\uff0c\u6a21\u578b\u88ab\u8bad\u7ec3\u7528\u4e8e\u9884\u6d4b\u5408\u6210\u52a8\u529b\u5b66\u4e0b\u7684\u51e0\u4f55\u7279\u5f81\u8f68\u8ff9\uff0c\u5176\u635f\u5931\u51fd\u6570\u5b9a\u4e49\u4e3a\uff1a<\/p>\n<p>\u8be5\u76ee\u6807\u51fd\u6570\u6db5\u76d6\u4e86\u4e09\u4e2a\u6838\u5fc3\u53d8\u91cf\u7684\u7ec4\u5408\uff1a<\/p>\n<p>\u7ed9\u5b9a\u4e0a\u8ff0 (G, V) 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Dou\uff0c\u4ee5\u53ca\u4f55\u607a\u660e\u6559\u6388\u548cWojciech Matusik\u6559\u6388\u3002<\/p>\n<p>\u53c2\u8003\u94fe\u63a5<\/p>\n<p>[1]https:\/\/arxiv.org\/abs\/2602.20399v1<\/p>\n<p>[2]https:\/\/github.com\/Physics-Scaling\/GeoPT<\/p>\n<p>\u2014 \u5b8c 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