{"id":1134657,"date":"2025-03-20T03:50:27","date_gmt":"2025-03-20T10:50:27","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1134657"},"modified":"2025-04-24T02:01:57","modified_gmt":"2025-04-24T09:01:57","slug":"naturelm","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/naturelm\/","title":{"rendered":"NatureLM\uff1a\u9a71\u52a8\u79d1\u5b66\u53d1\u73b0\u4e0e\u521b\u65b0\u7684\u8de8\u9886\u57dfAI\u5927\u6a21\u578b"},"content":{"rendered":"\n<p>\u81ea\u7136\u79d1\u5b66\u4f5c\u4e3a\u4eba\u7c7b\u63a2\u7d22\u81ea\u7136\u73b0\u8c61\u4e0e\u5f00\u53d1\u5229\u7528\u81ea\u7136\u8d44\u6e90\u7684\u57fa\u77f3\uff0c\u6784\u5efa\u4e86\u4e00\u4e2a\u5e9e\u5927\u800c\u590d\u6742\u7684\u77e5\u8bc6\u4f53\u7cfb\uff0c\u5176\u7814\u7a76\u8303\u7574\u6a2a\u8de8\u7269\u7406\u3001\u5316\u5b66\u3001\u751f\u7269\u4ee5\u53ca\u6750\u6599\u79d1\u5b66\u7b49\u591a\u4e2a\u91cd\u8981\u9886\u57df\u3002\u5728\u957f\u671f\u7684\u53d1\u5c55\u8fdb\u7a0b\u4e2d\uff0c\u5404\u9886\u57df\u9010\u6e10\u5f62\u6210\u4e86\u81ea\u8eab\u72ec\u7279\u7684\u6570\u636e\u8868\u8fbe\u65b9\u5f0f\u3001\u7814\u7a76\u65b9\u6cd5\u548c\u7406\u8bba\u4f53\u7cfb\u3002\u7136\u800c\uff0c\u76f8\u5bf9\u72ec\u7acb\u7684\u77e5\u8bc6\u4f53\u7cfb\u867d\u7136\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u4fbf\u4e8e\u5b66\u79d1\u5185\u90e8\u7684\u7406\u89e3\u4e0e\u4ea4\u6d41\uff0c\u4f46\u5728\u65e0\u5f62\u4e2d\u6210\u4e3a\u4e86\u963b\u788d\u5b66\u79d1\u95f4\u4ea4\u53c9\u7814\u7a76\u7684\u58c1\u5792\u3002<\/p>\n\n\n\n<p>\u4ece\u57fa\u56e0\u529f\u80fd\u7684\u6df1\u5165\u63a2\u7a76\u5230\u65b0\u6750\u6599\u7684\u521b\u65b0\u8bbe\u8ba1\uff0c\u524d\u6cbf\u7684\u521b\u65b0\u6210\u679c\u5f80\u5f80\u4f9d\u8d56\u4e8e\u4e0d\u540c\u5b66\u79d1\u77e5\u8bc6\u4e0e\u6280\u672f\u7684\u6709\u673a\u6574\u5408\u3002\u7531\u4e8e\u4e1a\u754c\u76ee\u524d\u7f3a\u4e4f\u4e00\u4e2a\u80fd\u591f\u6709\u6548\u8fde\u63a5\u5404\u5b66\u79d1\u7684\u7edf\u4e00\u6846\u67b6\uff0c\u79d1\u7814\u4eba\u5458\u7684\u89c6\u91ce\u5e38\u5e38\u5c40\u9650\u4e8e\u81ea\u8eab\u7684\u4e13\u4e1a\u9886\u57df\uff0c\u5bfc\u81f4\u8de8\u9886\u57df\u95f4\u7684\u6c9f\u901a\u4e0e\u534f\u4f5c\u5b58\u5728\u8bf8\u591a\u969c\u788d\uff0c\u4e5f\u9650\u5236\u4e86\u79d1\u7814\u4eba\u5458\u4ece\u591a\u9886\u57df\u6c72\u53d6\u7075\u611f\u5e76\u4fc3\u6210\u7a81\u7834\u6027\u53d1\u73b0\u7684\u53ef\u80fd\u6027\uff0c\u4ece\u800c\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u5236\u7ea6\u4e86\u79d1\u5b66\u6574\u4f53\u53d1\u5c55\u7684\u8fdb\u7a0b\u3002<\/p>\n\n\n\n<p>\u4e3a\u6b64\uff0c\u5fae\u8f6f\u7814\u7a76\u9662\u79d1\u5b66\u667a\u80fd\u4e2d\u5fc3 (Microsoft Research AI for Science) \u5f00\u53d1\u4e86 Nature Language Model (NatureLM)\uff0c\u81f4\u529b\u4e8e\u6574\u5408\u591a\u4e2a\u81ea\u7136\u79d1\u5b66\u9886\u57df\u7684\u5efa\u6a21\u5de5\u4f5c\uff0c\u4ee5\u6253\u7834\u5b66\u79d1\u58c1\u5792\uff0c\u6fc0\u53d1\u8de8\u5b66\u79d1\u7684\u534f\u540c\u521b\u65b0\u3002NatureLM \u662f\u4e00\u79cd\u57fa\u4e8e\u5e8f\u5217\u7684\u81ea\u7136\u79d1\u5b66\u57fa\u7840\u8bed\u8a00\u6a21\u578b\uff0c\u5728\u6db5\u76d6\u4e86\u5c0f\u5206\u5b50\u3001\u86cb\u767d\u8d28\u3001\u6750\u6599\u3001DNA \u4ee5\u53ca RNA \u7b49\u8bf8\u591a\u81ea\u7136\u79d1\u5b66\u7684\u5173\u952e\u9886\u57df\u7684\u540c\u65f6\uff0c\u5f00\u521b\u6027\u5730\u6df1\u5ea6\u878d\u5408\u4e86\u81ea\u7136\u7684\u8bed\u8a00\u548c\u4eba\u7c7b\u8bed\u8a00\uff0c\u4e3a\u79d1\u5b66\u53d1\u73b0\u4e0e\u521b\u65b0\u63d0\u4f9b\u4e86\u4e00\u79cd\u5168\u65b0\u3001\u9ad8\u6548\u3001\u8de8\u5b66\u79d1\u7684 AI \u5de5\u5177\uff0c\u6781\u5927\u5730\u62d3\u5c55\u4e86\u79d1\u5b66\u7814\u7a76\u7684\u8fb9\u754c\u548c\u53ef\u80fd\u6027\u3002<\/p>\n\n\n\n<p><strong>Nature Language Model: Deciphering the Language of Nature for Scientific Discovery<\/strong><\/p>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1a&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2502.07527\">https:\/\/arxiv.org\/abs\/2502.07527<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p>\u9879\u76ee\u7f51\u7ad9\u53ca\u66f4\u591a\u5e94\u7528\uff1a<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/NatureLM.github.io\">https:\/\/NatureLM.github.io<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u53ef\u9886\u57df\u5b9a\u5236\u5e76\u63d0\u4f9b\u7075\u6d3b\u9002\u914d\u6269\u5c55\u65b9\u6848\u7684\u5927\u6a21\u578b\">\u53ef\u9886\u57df\u5b9a\u5236\u5e76\u63d0\u4f9b\u7075\u6d3b\u9002\u914d\u6269\u5c55\u65b9\u6848\u7684\u5927\u6a21\u578b<\/h2>\n\n\n\n<p>NatureLM \u662f\u57fa\u4e8e GPT \u5f62\u5f0f\u7684\u751f\u6210\u5f0f AI \u800c\u6784\u5efa\u7684\uff0c\u5b83\u901a\u8fc7\u591a\u9886\u57df\uff08\u5305\u62ec\u751f\u7269\u3001\u5316\u5b66\u548c\u6750\u6599\u79d1\u5b66\u7b49\uff09\u6570\u5343\u4ebf\u6761\u7cbe\u5fc3\u6311\u9009\u7684\u65e0\u6807\u8bb0\u6570\u636e\u8fdb\u884c\u9884\u8bad\u7ec3\uff0c\u6269\u5c55\u4e86\u73b0\u6709\u5927\u8bed\u8a00\u6a21\u578b\u7684\u80fd\u529b\uff0c\u5e76\u4fdd\u7559\u4e86\u539f\u59cb\u6a21\u578b\u7684\u8bed\u8a00\u80fd\u529b\u3002\u7136\u540e\uff0c\u8be5\u6a21\u578b\u8fd8\u5728\u6570\u767e\u4e07\u5bf9\u79d1\u5b66\u95ee\u7b54\u4e0a\u8fdb\u884c\u4e86\u6307\u4ee4\u96c6\u5fae\u8c03\uff0c\u4f18\u5316\u4e86\u5176\u7406\u89e3\u6587\u672c\u63d0\u793a\u5e76\u751f\u6210\u8bed\u5883\u5339\u914d\u56de\u5e94\u7684\u80fd\u529b\u3002\u6700\u7ec8\uff0c\u79d1\u7814\u4eba\u5458\u53ef\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u6216\u9886\u57df\u5b9a\u5236\u5fae\u8c03\u7b49\u6280\u672f\uff0c\u8fdb\u4e00\u6b65\u5c06 NatureLM \u5b9a\u5236\u4e3a\u7279\u5b9a\u4efb\u52a1\u7684\u4f18\u5316\u7248\u672c\uff0c\u4ee5\u5b9e\u73b0\u66f4\u51fa\u8272\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<p>NatureLM \u63d0\u4f9b\u4e86\u4e09\u79cd\u4e0d\u540c\u89c4\u6a21\u7684\u7248\u672c\u2014\u20141B\u30018B\u548c46.7B\uff08\u4e00\u4e2a8x7B\u4e13\u5bb6\u6df7\u5408\u6a21\u578b\uff09\u53c2\u6570\uff0c\u53ef\u4ee5\u4e3a\u4e0d\u540c\u8ba1\u7b97\u8d44\u6e90\u548c\u9879\u76ee\u8303\u56f4\u63d0\u4f9b\u7075\u6d3b\u9009\u62e9\u3002\u572822\u79cd\u6d4b\u8bd5\u4efb\u52a1\u4e2d\uff0c\u5927\u7248\u672c\u6a21\u578b\u901a\u5e38\u8868\u73b0\u51fa\u66f4\u5f3a\u7684\u6027\u80fd\uff0c\u4e3a\u5c0f\u578b\u5b9e\u9a8c\u5ba4\u548c\u5927\u578b\u7814\u7a76\u56e2\u961f\u63d0\u4f9b\u4e86\u53ef\u6269\u5c55\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"837\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-1-1024x837.png\" alt=\"NatureLM \u7684\u8bad\u7ec3\u6570\u636e\u6765\u6e90\u3001\u6a21\u578b\u67b6\u6784\u8bbe\u8ba1\u4ee5\u53ca\u5e94\u7528\u573a\u666f\" class=\"wp-image-1134659\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-1-1024x837.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-1-300x245.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-1-768x628.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-1-1536x1255.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-1-2048x1674.png 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-1-220x180.png 220w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe1\uff1aNatureLM \u7684\u8bad\u7ec3\u6570\u636e\u6765\u6e90\u3001\u6a21\u578b\u67b6\u6784\u8bbe\u8ba1\u4ee5\u53ca\u5e94\u7528\u573a\u666f<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5316\u5408\u7269\u5206\u5b50\u8bbe\u8ba1-\u4e3a\u9776\u70b9\u86cb\u767d\u751f\u6210\u5316\u5408\u7269\">\u5316\u5408\u7269\u5206\u5b50\u8bbe\u8ba1\uff1a\u4e3a\u9776\u70b9\u86cb\u767d\u751f\u6210\u5316\u5408\u7269<\/h2>\n\n\n\n<p>\u6839\u636e\u8f93\u5165\u7684\u86cb\u767d\u8d28\u5e8f\u4fe1\u606f\uff08\u6bd4\u5982\u86cb\u767d\u8d28\u540d\u79f0\u6216\u8005\u6c28\u57fa\u9178\u5e8f\u5217\uff09\u8bbe\u8ba1\u5c0f\u5206\u5b50\u5316\u5408\u7269\u662f\u836f\u7269\u7814\u53d1\u9886\u57df\u5145\u6ee1\u5de8\u5927\u5e94\u7528\u6f5c\u529b\u7684\u4e00\u9879\u6311\u6218\uff0c\u5c24\u5176\u662f\u5728\u7f3a\u4e4f\u7ed3\u6784\u4fe1\u606f\u6216\u7ed3\u6784\u6570\u636e\u4e0d\u5b8c\u6574\u7684\u60c5\u51b5\u4e0b\u3002\u5bf9\u6b64\uff0cNatureLM \u53ef\u901a\u8fc7\u8f93\u5165\u86cb\u767d\u8d28\u5e8f\u5217\uff0c\u751f\u6210\u5b8c\u6574\u5206\u5b50\u6216\u5206\u5b50\u7247\u6bb5\u3002\u56fe2\u5c55\u793a\u4e86\u5229\u7528 NatureLM \u8fdb\u884c\u5206\u5b50\u548c\u5206\u5b50\u7247\u6bb5\u8bbe\u8ba1\u7684\u793a\u4f8b\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u8f93\u5165\u5bf9\u5e94\u7684\u6587\u672c\u3001\u86cb\u767d\u5e8f\u5217\u6216\u5c0f\u5206\u5b50\u7247\u6bb5\u751f\u6210\u76ee\u6807\u5206\u5b50\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-2.jpg\" alt=\"\u4e3a\u9776\u70b9\u86cb\u767d\u751f\u6210\u5c0f\u5206\u5b50\u914d\u4f53\u7684\u793a\u4f8b\u3002<protein>\u3001<mol>\u3001<fragA> \u548c <fragB> \u662f\u5206\u522b\u8868\u793a\u86cb\u767d\u8d28\u3001\u5c0f\u5206\u5b50\u548c\u5206\u5b50\u7247\u6bb5\u7684\u7279\u6b8a\u6807\u7b7e\u3002[*:\u6570\u5b57] \u8868\u793a\u5206\u5b50\u7247\u6bb5\u7684\u8fde\u63a5\u70b9\uff0c\u5176\u4e2d fragA \u548c fragB \u7684\u5206\u5b50\u7247\u6bb5\u53ef\u4ee5\u7ec4\u5408\u6210\u5b8c\u6574\u7684\u5c0f\u5206\u5b50\u3002\n\" class=\"wp-image-1134660\" style=\"width:720px;height:auto\"\/><figcaption class=\"wp-element-caption\">\u56fe2\uff1a\u4e3a\u9776\u70b9\u86cb\u767d\u751f\u6210\u5c0f\u5206\u5b50\u914d\u4f53\u7684\u793a\u4f8b\u3002&lt;protein&gt;\u3001&lt;mol&gt;\u3001&lt;fragA&gt; \u548c &lt;fragB&gt; \u662f\u5206\u522b\u8868\u793a\u86cb\u767d\u8d28\u3001\u5c0f\u5206\u5b50\u548c\u5206\u5b50\u7247\u6bb5\u7684\u7279\u6b8a\u6807\u7b7e\u3002[*:\u6570\u5b57] \u8868\u793a\u5206\u5b50\u7247\u6bb5\u7684\u8fde\u63a5\u70b9\uff0c\u5176\u4e2d fragA \u548c fragB \u7684\u5206\u5b50\u7247\u6bb5\u53ef\u4ee5\u7ec4\u5408\u6210\u5b8c\u6574\u7684\u5c0f\u5206\u5b50\u3002<\/figcaption><\/figure>\n\n\n\n<p>AutoDock Vina \u662f\u88ab\u7528\u4e8e\u5206\u5b50\u5bf9\u63a5\u8bc4\u4f30\u7684\u7a0b\u5e8f\uff0c\u53ef\u4ee5\u4f30\u7b97\u751f\u6210\u5316\u5408\u7269\uff08\u914d\u4f53\uff09\u4e0e\u86cb\u767d\u8d28\u7684\u7ed3\u5408\u4eb2\u548c\u529b\uff0c\u5176\u4e2d\u8bc4\u5206\u8d8a\u4f4e\u610f\u5473\u7740\u7ed3\u5408\u4eb2\u548c\u529b\u8d8a\u5f3a\u3002\u4e8e AutoDock Vina \u4e0a\u8fdb\u884c\u7684\u5b9e\u9a8c\u7ed3\u679c\u8868\u660e\uff0cNatureLM \u5728\u751f\u6210\u5316\u5408\u7269\u65b9\u9762\u7684\u8868\u73b0\u4f18\u4e8e\u73b0\u6709\u7b97\u6cd5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"725\" height=\"458\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-3.png\" alt=\"Autodock Vina \u8bc4\u4f30\u4e0a\u7684\u5bf9\u63a5\u5206\u6570\u5c55\u793a\" class=\"wp-image-1134661\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-3.png 725w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-3-300x190.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-3-240x152.png 240w\" sizes=\"auto, (max-width: 725px) 100vw, 725px\" \/><figcaption class=\"wp-element-caption\">\u56fe3\uff1aAutodock Vina \u8bc4\u4f30\u4e0a\u7684\u5bf9\u63a5\u5206\u6570\u5c55\u793a<\/figcaption><\/figure>\n\n\n\n<p>\u8fdb\u4e00\u6b65\u7684\u5206\u6790\u663e\u793a\uff0c\u5927\u89c4\u6a21\u53c2\u6570\u7248\u672c\u7684 NatureLM \u80fd\u591f\u7a33\u5b9a\u751f\u6210\u5177\u6709\u66f4\u4f18\u7ed3\u5408\u4eb2\u548c\u529b\u7684\u5316\u5408\u7269\uff0c\u540c\u65f6\u4fdd\u6301\u8f83\u9ad8\u7684\u5408\u6210\u53ef\u884c\u6027\uff08\u5982\u89c6\u98911\u6240\u793a\uff09\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1194\" style=\"aspect-ratio: 1582 \/ 1194;\" width=\"1582\" controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-video-1.mp4\"><\/video><figcaption class=\"wp-element-caption\">\u89c6\u98911\uff1a\u751f\u6210\u548c\u78f7\u9178\u4e8c\u916f\u9176\uff08PDB id: 5shf\uff09\u7ed3\u5408\u7684\u5c0f\u5206\u5b50\u914d\u4f53<\/figcaption><\/figure>\n\n\n\n<p>\u5bf9\u4e8e\u5206\u5b50\u7247\u6bb5\u751f\u6210\uff0c\u7814\u7a76\u5458\u4eec\u5728\u5b9e\u9a8c\u4e2d\u9009\u53d6\u4e862024\u5e745\u6708\u4e4b\u540e\u53d1\u5e03\u7684\u4e09\u7bc7\u8bba\u6587\u4e2d\u7684\u6848\u4f8b\uff0c\u5e76\u786e\u8ba4\u5b83\u4eec\u672a\u5305\u542b\u5728 NatureLM \u7684\u8bad\u7ec3\u6570\u636e\u4e2d\u3002\u901a\u8fc7\u6574\u5408\u9776\u6807\u86cb\u767d\u5e8f\u5217\u4e0e\u9884\u5b9a\u4e49\u529f\u80fd\u7247\u6bb5\uff0cNatureLM \u5b9e\u73b0\u4e86\u5206\u5b50\u7247\u6bb5\u7684\u5b9a\u5411\u751f\u6210\u3002\u5982\u56fe4\u6240\u793a\uff0c\u5927\u53c2\u6570\u67b6\u6784\u7684 NatureLM \uff088x7B\uff09\u5728\u751f\u6210\u6027\u80fd\u4e0a\u5c55\u73b0\u51fa\u4e86\u663e\u8457\u7684\u4f18\u52bf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"703\" height=\"1024\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-4-703x1024.jpg\" alt=\"\u5c0f\u5206\u5b50\u7247\u6bb5\u751f\u6210\u7684\u5bf9\u63a5\u5206\u6570\u5bf9\u6bd4\" class=\"wp-image-1134662\" style=\"width:551px;height:auto\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-4-703x1024.jpg 703w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-4-206x300.jpg 206w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-4-768x1119.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-4-1054x1536.jpg 1054w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-4-1405x2048.jpg 1405w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-4-124x180.jpg 124w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-4.jpg 1677w\" sizes=\"auto, (max-width: 703px) 100vw, 703px\" \/><figcaption class=\"wp-element-caption\">\u56fe4\uff1a\u5c0f\u5206\u5b50\u7247\u6bb5\u751f\u6210\u7684\u5bf9\u63a5\u5206\u6570\u5bf9\u6bd4<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u86cb\u767d\u8bbe\u8ba1-\u751f\u6210\u80fd\u4e0e\u8840\u7ea2\u7d20\u7ed3\u5408\u7684\u86cb\u767d\u8d28\">\u86cb\u767d\u8bbe\u8ba1\uff1a\u751f\u6210\u80fd\u4e0e\u8840\u7ea2\u7d20\u7ed3\u5408\u7684\u86cb\u767d\u8d28<\/h2>\n\n\n\n<p>\u8840\u7ea2\u7d20\u662f\u4e00\u79cd\u5341\u5206\u91cd\u8981\u7684\u8f85\u56e0\u5b50\uff0c\u5728\u6c27\u6c14\u8fd0\u8f93\u3001\u7535\u5b50\u4f20\u9012\u4ee5\u53ca\u9176\u6d3b\u6027\u8c03\u63a7\u4e2d\u53d1\u6325\u7740\u5173\u952e\u4f5c\u7528\u3002\u7814\u7a76\u5458\u4eec\u4f7f\u7528 NatureLM \u8fdb\u884c\u4e86\u8840\u7ea2\u7d20\u7ed3\u5408\u86cb\u767d\u8d28\u7684\u8bbe\u8ba1\uff0c\u5e76\u63a2\u7d22\u4e86\u4e24\u79cd\u8bbe\u8ba1\u65b9\u5f0f\uff1a<\/p>\n\n\n\n<p>1.&nbsp;<strong>\u57fa\u4e8e\u6587\u672c<\/strong>\uff1a\u901a\u8fc7\u8f93\u5165\u6587\u672c\u63cf\u8ff0\u76f4\u63a5\u751f\u6210\u80fd\u591f\u7ed3\u5408\u8840\u7ea2\u7d20\u7684\u86cb\u767d\u8d28\u5e8f\u5217\u3002<\/p>\n\n\n\n<p>2.&nbsp;<strong>\u57fa\u4e8e\u8840\u7ea2\u7d20\u7684 SMILES \u8868\u8fbe\u5f0f<\/strong>\uff1a\u4ee5\u8840\u7ea2\u7d20\u7684 SMILES \u8868\u8fbe\u5f0f\u4f5c\u4e3a\u8f93\u5165\uff0c\u4ee3\u66ff\u5176\u540d\u79f0\uff0c\u8bbe\u8ba1\u80fd\u591f\u4e0e\u5176\u7ed3\u5408\u7684\u86cb\u767d\u8d28\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e24\u79cd\u65b9\u6cd5\u4e3a\u8840\u7ea2\u7d20\u7ed3\u5408\u86cb\u767d\u7684\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u4e0d\u540c\u7684\u89c6\u89d2\uff0c\u4f53\u73b0\u4e86 NatureLM \u5728\u86cb\u767d\u8bbe\u8ba1\u9886\u57df\u7684\u7075\u6d3b\u6027\u4e0e\u5b9e\u7528\u6027\uff0c\u5e76\u4e14\u9a8c\u8bc1\u4e86 NatureLM \u5bf9\u8bed\u4e49\u7684\u5145\u5206\u7406\u89e3\u3002\u6b64\u5916\uff0c\u751f\u6210\u5e8f\u5217\u540e\u53ef\u4f7f\u7528 NatureLM \u7684\u86cb\u767d\u8d28\u63cf\u8ff0\u529f\u80fd\u5bf9\u751f\u6210\u7684\u5e8f\u5217\u8fdb\u884c\u6ce8\u91ca\u3002\u6839\u636e\u6ce8\u91ca\u7ed3\u679c\uff0c\u4ec5\u4fdd\u7559\u5305\u542b\u4e0e\u8840\u7ea2\u7d20\u76f8\u5173\u5173\u952e\u8bcd\u7684\u5e8f\u5217\u505a\u8fdb\u4e00\u6b65\u5206\u6790\uff0c\u518d\u5229\u7528 Protenix \u9884\u6d4b\u751f\u6210\u86cb\u767d\u8d28\u4e0e\u8840\u7ea2\u7d20\u57fa\u56e2\u7684\u590d\u5408\u7ed3\u6784\uff0c\u7136\u540e\u5bf9\u5269\u4f59\u7684\u5019\u9009\u86cb\u767d\u8d28\u8fdb\u884c\u8bc4\u4f30\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"993\" height=\"308\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-5.jpg\" alt=\"\u86cb\u767d\u8d28\u8bbe\u8ba1\u7684\u63d0\u793a\u8bcd\" class=\"wp-image-1134663\" style=\"width:720px\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-5.jpg 993w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-5-300x93.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-5-768x238.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-5-240x74.jpg 240w\" sizes=\"auto, (max-width: 993px) 100vw, 993px\" \/><figcaption class=\"wp-element-caption\">\u56fe5\uff1a\u86cb\u767d\u8d28\u8bbe\u8ba1\u7684\u63d0\u793a\u8bcd<\/figcaption><\/figure>\n\n\n\n<p>\u4e0a\u8ff0\u4e24\u79cd\u751f\u6210\u65b9\u6cd5\u80fd\u591f\u5206\u522b\u53d1\u73b0\u4e0d\u540c\u6f5c\u529b\u7684\u86cb\u767d\u8d28\uff0c\u4ee5\u7b2c\u4e00\u4e2a\u751f\u6210\u7684\u86cb\u767d\u8d28\u4e3a\u4f8b\uff08\u8be6\u89c1\u89c6\u98912\uff09\u3002\u751f\u6210\u7684\u86cb\u767d\u8d28\u5e8f\u5217\u4e0e NR \u6570\u636e\u5e93\uff08Non-redundant protein sequences\uff09\u7684\u76f8\u4f3c\u6027\u4e3a0.55\u3002\u5c3d\u7ba1\u8be5\u5e8f\u5217\u7684\u76f8\u4f3c\u6027\u5904\u4e8e\u4e2d\u7b49\u6c34\u5e73\uff0c\u4f46\u5176\u9884\u6d4b\u7684\u4e09\u7ef4\u7ed3\u6784\u5374\u4e0e\u73b0\u6709\u76f8\u5173\u86cb\u767d\u8d28\u7684\u7ed3\u6784\u9ad8\u5ea6\u76f8\u4f3c\u3002\u5177\u4f53\u800c\u8a00\uff0c\u5176\u4e2d\u95f4\u548c\u53f3\u4fa7\u7ed3\u6784\u7684\u5747\u65b9\u6839\u504f\u5dee\uff08RMSD, \u4f7f\u7528 ChimeraX \u8f6f\u4ef6\u7684 matchmaker \u547d\u4ee4\u8ba1\u7b97\u5f97\u5230\uff09\u4ec5\u4e3a 1.068 \u00c5\uff0c\u8868\u660e\u7ed3\u6784\u9884\u6d4b\u7684\u51c6\u786e\u6027\u8f83\u9ad8\u3002\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u8be5\u86cb\u767d\u4e2d\u6709\u4e24\u4e2a\u7ec4\u6c28\u9178\u6b8b\u57fa\u4f4d\u4e8e\u8840\u7ea2\u7d20\u4e2d\u5fc3\u94c1\u539f\u5b50\u7684\u9644\u8fd1\u3002\u8fd9\u4e00\u7ed3\u6784\u7279\u5f81\u53ef\u4ee5\u4fdd\u969c\u86cb\u767d\u5f62\u6210\u5173\u952e\u7684\u914d\u4f4d\u952e\uff0c\u4ece\u800c\u8d4b\u4e88\u86cb\u767d\u8d28\u6f5c\u5728\u7684\u529f\u80fd\u6d3b\u6027\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 1920 \/ 1080;\" width=\"1920\" controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-video-2.mp4\"><\/video><figcaption class=\"wp-element-caption\">\u89c6\u98912\uff1a\u57fa\u4e8e\u6587\u672c\u6307\u4ee4\u8bbe\u8ba1\u7684\u8840\u7ea2\u7d20\u7ed3\u5408\u86cb\u767d<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"1080\" style=\"aspect-ratio: 2520 \/ 1080;\" width=\"2520\" controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-video-3.mp4\"><\/video><figcaption class=\"wp-element-caption\">\u89c6\u98913\uff1a\u57fa\u4e8e\u5305\u542b SMILES \u8868\u8fbe\u5f0f\u7684\u5c0f\u5206\u5b50\u6307\u4ee4\u8bbe\u8ba1\u7684\u8840\u7ea2\u7d20\u7ed3\u5408\u86cb\u767d<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u6750\u6599\u8bbe\u8ba1-\u751f\u6210\u5177\u6709\u7279\u5b9a\u4f53\u79ef\u6a21\u91cf\u7684\u6750\u6599\">\u6750\u6599\u8bbe\u8ba1\uff1a\u751f\u6210\u5177\u6709\u7279\u5b9a\u4f53\u79ef\u6a21\u91cf\u7684\u6750\u6599<\/h2>\n\n\n\n<p>\u5177\u6709\u8d85\u9ad8\u4f53\u79ef\u6a21\u91cf\uff08bulk modulus\uff09\u7684\u6750\u6599\u56e0\u5176\u5353\u8d8a\u7684\u521a\u6027\u548c\u4e0d\u53ef\u538b\u7f29\u6027\u800c\u5907\u53d7\u91cd\u89c6\uff0c\u5e76\u5728\u6781\u7aef\u73af\u5883\u3001\u5de5\u4e1a\u5de5\u5177\u548c\u5148\u8fdb\u5de5\u7a0b\u4e2d\u8d77\u5230\u5173\u952e\u4f5c\u7528\u3002\u4e3a\u4e86\u6d4b\u8bd5 NatureLM \u751f\u6210\u6b64\u7c7b\u6750\u6599\u7684\u80fd\u529b\uff0c\u5b9e\u9a8c\u8981\u6c42\u5176\u8bbe\u8ba1\u4e00\u79cd\u76ee\u6807\u4f53\u79ef\u6a21\u91cf\u4e3a 400 GPa \u7684\u6750\u6599\uff0c\u8fd9\u4e00\u6570\u503c\u4e0e\u94bb\u77f3\u7684\u521a\u6027\u76f8\u5f53\u3002<\/p>\n\n\n\n<p>NatureLM \u7684\u8f93\u51fa\u5305\u542b\u6750\u6599\u7ec4\u5206\u53ca\u5176\u7a7a\u95f4\u7fa4\uff08space group\uff09\uff0c\u800c\u6750\u6599\u7684 3D \u7ed3\u6784\u81f3\u5173\u91cd\u8981\u3002\u4e3a\u4e86\u5c06 NatureLM \u7684\u8f93\u51fa\u8f6c\u5316\u4e3a\u5177\u4f53\u7684\u6750\u6599 3D \u7ed3\u6784\uff0c\u7814\u7a76\u5458\u4eec\u5bf9 NatureLM \u505a\u4e86\u8fdb\u4e00\u6b65\u5fae\u8c03\uff0c\u5f00\u53d1\u4e86 NatureLM-Mat3D \u6a21\u578b\u3002\u8be5\u6a21\u578b\u80fd\u591f\u81ea\u56de\u5f52\u5730\u751f\u6210\u6750\u6599\u6676\u80de\u7684\u6676\u683c\u53c2\u6570\u548c\u76f8\u5bf9\u539f\u5b50\u5750\u6807\u3002\u968f\u540e\uff0c\u7814\u7a76\u5458\u4eec\u4f7f\u7528&nbsp;<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/mattersim\/\" target=\"_blank\" rel=\"noreferrer noopener\">MatterSim<\/a>&nbsp;\u5bf9\u751f\u6210\u7684\u6750\u6599\u8fdb\u884c\u8bc4\u4f30\uff0c\u5305\u62ec\u8ba1\u7b97\u5176 energy above hull (e_hull\uff09\u548c\u4f53\u79ef\u6a21\u91cf\u3002<\/p>\n\n\n\n<p>\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u8ba1\u7b97\u7ed3\u679c\u663e\u793a\uff0c\u4e0a\u8ff0\u6750\u6599\u4f53\u79ef\u6a21\u91cf\u503c\u5206\u522b\u4e3a 390 GPa \u548c 394 GPa\uff0c\u4e0e\u76ee\u6807\u503c 400 GPa \u975e\u5e38\u63a5\u8fd1\u3002\u9664\u4e86\u5b9e\u73b0\u4f53\u79ef\u6a21\u91cf\u76ee\u6807\u5916\uff0c\u751f\u6210\u7684\u4e24\u4e2a\u7ed3\u6784\u4e0e Materials Project \u6570\u636e\u5e93\u4e2d\u53ef\u7528\u7684\u7ed3\u6784\u76f8\u6bd4\u4e5f\u662f\u65b0\u7684\u3002\u8fd9\u79cd\u65b0\u9896\u6027\u7a81\u663e\u4e86 NatureLM \u5728\u53d1\u73b0\u5177\u6709\u5353\u8d8a\u673a\u68b0\u6027\u80fd\u7684\u65b0\u6750\u6599\u65b9\u9762\u7684\u6f5c\u529b\uff0c\u6269\u5927\u4e86\u6750\u6599\u8bbe\u8ba1\u4e0e\u521b\u65b0\u7684\u8303\u56f4\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"788\" height=\"619\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-6.png\" alt=\"NatureLM \u8bbe\u8ba1\u7684\u4e24\u6b3e\u6750\u6599\" class=\"wp-image-1134664\" style=\"width:630px;height:auto\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/03\/naturelm-6.png 788w, 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