{"id":36545,"date":"2025-01-13T16:00:13","date_gmt":"2025-01-13T08:00:13","guid":{"rendered":"https:\/\/17aitech.com\/?p=36545"},"modified":"2025-01-13T16:00:13","modified_gmt":"2025-01-13T08:00:13","slug":"%e9%87%8f%e5%ad%90%e7%ba%a7%e7%b2%be%e5%ba%a6%ef%bc%8c%e9%9d%99%e6%80%81%e5%88%b0%e5%8a%a8%e6%80%81%ef%bc%8c%e5%be%ae%e8%bd%af%e8%9b%8b%e7%99%bdmd%e6%a8%a1%e6%8b%9f%e7%b3%bb%e7%bb%9f%e7%99%bbnature","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=36545","title":{"rendered":"\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001\uff0c\u5fae\u8f6f\u86cb\u767dMD\u6a21\u62df\u7cfb\u7edf\u767bNature"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-07-7\" target=\"_blank\">\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001\uff0c\u5fae\u8f6f\u86cb\u767dMD\u6a21\u62df\u7cfb\u7edf\u767bNature<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65fc80d3bafb9001e10e425c58bc31b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65fc80d3bafb9001e10e425c58bc31b.png\"><\/a><\/p>\n<p>\u7f16\u8f91 |\u00a0KX<\/p>\n<p>\u751f\u7269\u4e16\u754c\u7684\u672c\u8d28\u5728\u4e8e\u5206\u5b50\u53ca\u5176\u76f8\u4e92\u4f5c\u7528\u7684\u4e0d\u65ad\u53d8\u5316\u3002\u4e86\u89e3\u751f\u7269\u5206\u5b50\u7684\u52a8\u529b\u5b66\u548c\u76f8\u4e92\u4f5c\u7528\u5bf9\u4e8e\u7834\u8bd1\u751f\u7269\u8fc7\u7a0b\u80cc\u540e\u7684\u673a\u5236\uff0c\u4ee5\u53ca\u5f00\u53d1\u751f\u7269\u6750\u6599\u548c\u836f\u7269\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<p>\u6b63\u5982\u8bfa\u8d1d\u5c14\u7269\u7406\u5b66\u5956\u5f97\u4e3b\u7406\u67e5\u5fb7\u00b7\u8d39\u66fc\uff08Richard Feynman\uff09\u7684\u540d\u8a00\uff1a\u300c\u6240\u6709\u751f\u7269\u4f53\u7684\u884c\u4e3a\u90fd\u53ef\u4ee5\u901a\u8fc7\u539f\u5b50\u7684\u98a4\u52a8\u548c\u6446\u52a8\u6765\u7406\u89e3\u3002\u300d\u7136\u800c\uff0c\u901a\u8fc7\u5b9e\u9a8c\u6355\u6349\u8fd9\u4e9b\u771f\u5b9e\u7684\u8fd0\u52a8\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u3002<\/p>\n<p>\u8fd1\u5e74\u6765\uff0c\u4ee5\u00a0<mark data-type=\"tech_methods\" data-id=\"c91750dd-3ddd-49bf-8f95-7ab4bc48a526\">AlphaFold<\/mark>\u00a0\u548c RoseTTAFold \u4e3a\u4ee3\u8868\u7684<mark data-type=\"tech_methods\" data-id=\"01946acc-d031-4c0e-909c-f062643b7273\">\u6df1\u5ea6\u5b66\u4e60<\/mark>\u65b9\u6cd5\uff0c\u5728\u9884\u6d4b\u9759\u6001\u6676\u4f53\u86cb\u767d\u8d28\u7ed3\u6784\u65b9\u9762\u5df2\u7ecf\u8fbe\u5230\u4e86\u5b9e\u9a8c\u7cbe\u5ea6\uff0c\u76f8\u5173\u7814\u7a76\u4eba\u5458\u83b7\u5f97\u4e86 2024 \u5e74\u8bfa\u8d1d\u5c14\u5316\u5b66\u5956\u3002\u7136\u800c\uff0c\u4ee5\u539f\u5b50\u5206\u8fa8\u7387\u51c6\u786e\u8868\u5f81\u52a8\u529b\u5b66\u4ecd\u7136\u66f4\u5177\u6311\u6218\u6027\uff0c\u5c24\u5176\u662f\u5f53\u86cb\u767d\u8d28\u53d1\u6325\u4f5c\u7528\u5e76\u4e0e\u5176\u4ed6\u751f\u7269\u5206\u3001\u836f\u7269\u5206\u5b50\u76f8\u4e92\u4f5c\u7528\u65f6\u3002<\/p>\n<p>\u7ecf\u5178\u5206\u5b50\u52a8\u529b\u5b66\uff08MD\uff09\u6a21\u62df\u901f\u5ea6\u5feb\uff0c\u4f46\u7f3a\u4e4f\u5316\u5b66\u51c6\u786e\u6027\u3002\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\uff08DFT\uff09\u7b49\u91cf\u5b50\u5316\u5b66\u65b9\u6cd5\u53ef\u4ee5\u8fbe\u5230\u5316\u5b66\u7cbe\u5ea6\uff0c\u4f46\u65e0\u6cd5\u6269\u5c55\u5230\u5927\u578b\u751f\u7269\u5206\u5b50\u3002<\/p>\n<p>MD \u6a21\u62df\u7528\u4e8e\u6a21\u62df\u751f\u7269\u5206\u5b50\u7684\u65f6\u95f4\u76f8\u5173\u8fd0\u52a8\u3002\u5982\u679c\u4f60\u5c06\u86cb\u767d\u8d28\u60f3\u8c61\u6210\u65f6\u949f\u4e2d\u590d\u6742\u7684\u9f7f\u8f6e\uff0c\u90a3\u4e48\u5fae\u8f6f\u7814\u7a76\u9662\u79d1\u5b66\u667a\u80fd\u4e2d\u5fc3\u5f00\u53d1\u7684\u4ece\u5934\u7b97\u7cbe\u5ea6\u7684\u751f\u7269\u5206\u5b50\u6a21\u62df\u65b9\u6cd5\u00a0AI<sup>2<\/sup>BMD\uff0c\u4e0d\u4ec5\u4f1a\u5c06\u5b83\u4eec\u6355\u6349\u5230\u4f4d\uff0c\u8fd8\u4f1a\u89c2\u5bdf\u5b83\u4eec\u7684\u65cb\u8f6c\uff0c\u63ed\u793a\u5b83\u4eec\u7684\u8fd0\u52a8\u5982\u4f55\u9a71\u52a8\u7ef4\u6301\u751f\u547d\u8fd0\u8f6c\u7684\u590d\u6742\u8fc7\u7a0b\u3002<\/p>\n<p>\u76f8\u5173\u7814\u7a76\u4e8e 11 \u6708 6 \u65e5\u520a\u767b\u5728\u300a<em>Nature<\/em>\u300b\u4e0a\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-74a8731f883c39d1d062746f31c48aa7.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-74a8731f883c39d1d062746f31c48aa7.png\"><\/a><\/p>\n<p>\u8bba\u6587\u94fe\u63a5\uff1a<em>https:\/\/www.nature.com\/articles\/s41586-024-08127-z<\/em><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_78 ez-toc-wrap-left-text counter-hierarchy ez-toc-counter ez-toc-light-blue ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">\u6587\u7ae0\u76ee\u5f55<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/17aitech.com\/?p=36545\/#%E5%9F%BA%E4%BA%8E_AI_%E7%9A%84%E4%BB%8E%E5%A4%B4%E7%AE%97%E7%94%9F%E7%89%A9%E5%88%86%E5%AD%90%E5%8A%A8%E5%8A%9B%E5%AD%A6%E7%B3%BB%E7%BB%9F\" >\u57fa\u4e8e AI \u7684\u4ece\u5934\u7b97\u751f\u7269\u5206\u5b50\u52a8\u529b\u5b66\u7cfb\u7edf<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/17aitech.com\/?p=36545\/#%E6%8E%A8%E8%BF%9B%E7%94%9F%E7%89%A9%E5%88%86%E5%AD%90_MD_%E6%A8%A1%E6%8B%9F\" >\u63a8\u8fdb\u751f\u7269\u5206\u5b50 MD \u6a21\u62df<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/17aitech.com\/?p=36545\/#%E5%B1%95%E6%9C%9B%E6%9C%AA%E6%9D%A5\" >\u5c55\u671b\u672a\u6765<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"%E5%9F%BA%E4%BA%8E_AI_%E7%9A%84%E4%BB%8E%E5%A4%B4%E7%AE%97%E7%94%9F%E7%89%A9%E5%88%86%E5%AD%90%E5%8A%A8%E5%8A%9B%E5%AD%A6%E7%B3%BB%E7%BB%9F\"><\/span><strong>\u57fa\u4e8e AI \u7684\u4ece\u5934\u7b97\u751f\u7269\u5206\u5b50\u52a8\u529b\u5b66\u7cfb\u7edf<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI<sup>2<\/sup>BMD\u00a0\u662f\u4e00\u79cd\u57fa\u4e8e AI \u7684\u4ece\u5934\u7b97\u751f\u7269\u5206\u5b50\u52a8\u529b\u5b66\u7cfb\u7edf\u3002AI<sup>2<\/sup>BMD\u00a0\u53ef\u4ee5\u4ee5\u8fd1\u4f3c\u4ece\u5934\u7b97\u7684\u7cbe\u5ea6\uff08\u5373\u91cf\u5b50\u7ea7\u7684\u7cbe\u5ea6\uff09\uff0c\u9ad8\u6548\u5730\u5bf9\u5404\u7c7b\u86cb\u767d\u8d28\u8fdb\u884c\u4e86\u5168\u539f\u5b50\u6a21\u62df\u4eff\u771f\u3002<\/p>\n<p>\u4e0e\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u76f8\u6bd4\uff0c\u5b83\u5c06\u8ba1\u7b97\u65f6\u95f4\u7f29\u77ed\u4e86\u51e0\u4e2a\u6570\u91cf\u7ea7\u3002\u6700\u65b0\u53d1\u73b0\u53ef\u4ee5\u89e3\u9501\u751f\u7269\u5206\u5b50\u5efa\u6a21\u7684\u65b0\u529f\u80fd\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u9700\u8981\u9ad8\u7cbe\u5ea6\u7684\u8fc7\u7a0b\uff0c\u4f8b\u5982\u86cb\u767d\u8d28-\u836f\u7269\u76f8\u4e92\u4f5c\u7528\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-0ea2f283d0f7088f336b7330b6971b36.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-0ea2f283d0f7088f336b7330b6971b36.png\"><\/a><\/p>\n<section>\u56fe 1\uff1aAI<sup>2<\/sup>BMD\u00a0\u6d41\u7a0b\u56fe\u3002<\/section>\n<p>AI<sup>2<\/sup>BMD \u91c7\u7528\u4e00\u79cd\u8bbe\u8ba1\u65b0\u9896\u7684\u53ef\u901a\u7528\u86cb\u767d\u8d28\u788e\u7247\u5316\u65b9\u6cd5\uff0c\u5c06\u86cb\u767d\u8d28\u5206\u5272\u6210\u91cd\u53e0\u5355\u5143\uff0c\u4ece\u800c\u521b\u5efa\u4e00\u4e2a\u5305\u542b 2000 \u4e07\u4e2a\u5feb\u7167\u7684\u6570\u636e\u96c6\uff0c\u8fd9\u662f DFT \u7ea7\u522b\u6709\u53f2\u4ee5\u6765\u6700\u5927\u7684\u6570\u636e\u96c6\u3002\u57fa\u4e8e\u5fae\u8f6f\u4e4b\u524d\u8bbe\u8ba1\u7684\u901a\u7528\u5206\u5b50\u51e0\u4f55\u5efa\u6a21\u57fa\u7840\u6a21\u578b ViSNet\uff0c\u5e76\u5c06\u5176\u7eb3\u5165 PyTorch geometry \u5e93\u3002<\/p>\n<p>\u7814\u7a76\u4eba\u5458\u4f7f\u7528<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u8bad\u7ec3\u4e86 AI<sup>2<\/sup>BMD \u7684\u52bf\u80fd\u51fd\u6570\u3002\u7136\u540e\u7531\u9ad8\u6548\u7684 AI<sup>2<\/sup>BMD \u6a21\u62df\u7cfb\u7edf\u6267\u884c\u6a21\u62df\uff0c\u5176\u4e2d\u5728\u6bcf\u4e2a\u6b65\u9aa4\u4e2d\uff0c\u57fa\u4e8e ViSNet \u7684 AI<sup>2<\/sup>BMD \u52bf\u80fd\u4ee5\u4ece\u5934\u7b97\u7cbe\u5ea6\u8ba1\u7b97\u86cb\u767d\u8d28\u7684\u80fd\u91cf\u548c\u539f\u5b50\u529b\u3002\u901a\u8fc7\u52a8\u529b\u5b66\u548c\u70ed\u529b\u5b66\u7684\u7efc\u5408\u5206\u6790\uff0cAI<sup>2<\/sup>BMD \u4e0e\u6e7f\u5b9e\u9a8c\u5ba4\u6570\u636e\u8868\u73b0\u51fa\u66f4\u597d\u7684\u4e00\u81f4\u6027\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E6%8E%A8%E8%BF%9B%E7%94%9F%E7%89%A9%E5%88%86%E5%AD%90_MD_%E6%A8%A1%E6%8B%9F\"><\/span><strong>\u63a8\u8fdb\u751f\u7269\u5206\u5b50 MD \u6a21\u62df<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>AI<sup>2<\/sup>BMD \u5728\u4ee5\u4e0b\u65b9\u9762\u4ee3\u8868\u4e86 MD \u6a21\u62df\u9886\u57df\u7684\u91cd\u5927\u8fdb\u6b65\uff1a<\/p>\n<p><strong>\uff081\uff09\u4ece\u5934\u7b97\u7cbe\u5ea6\uff1a<\/strong>\u5f15\u5165\u4e86\u4e00\u79cd\u53ef\u63a8\u5e7f\u7684\u300c<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u529b\u573a\u300d\uff0c\u5373\u539f\u5b50\u548c\u5206\u5b50\u4e4b\u95f4\u76f8\u4e92\u4f5c\u7528\u7684<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u6a21\u578b\uff0c\u7528\u4e8e\u4ece\u5934\u7b97\u7cbe\u5ea6\u7684\u5168\u539f\u5b50\u86cb\u767d\u8d28\u52a8\u529b\u5b66\u6a21\u62df\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8a355c97c23fe28bb9a710b31c16455c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-8a355c97c23fe28bb9a710b31c16455c.png\"><\/a><\/p>\n<section>\u56fe 2\uff1aAI<sup>2<\/sup>BMD\u00a0\u4e0e\u5206\u5b50\u529b\u5b66\uff08MM\uff09\u5bf9\u4e0d\u540c\u86cb\u767d\u8d28\u7684\u80fd\u91cf\u8ba1\u7b97\u8bef\u5dee\u7684\u8bc4\u4f30\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/section>\n<p><strong>\uff082\uff09\u89e3\u51b3\u6cdb\u5316\u95ee\u9898\uff1a<\/strong>\u9996\u6b21\u89e3\u51b3\u4e86<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u529b\u573a\u6a21\u62df\u86cb\u767d\u8d28\u52a8\u529b\u5b66\u7684\u6cdb\u5316\u96be\u9898\uff0c\u4e3a\u591a\u79cd\u86cb\u767d\u8d28\u63d0\u4f9b\u4e86\u7a33\u5065\u7684\u4ece\u5934\u7b97 MD \u6a21\u62df\u3002<\/p>\n<p><strong>\uff083\uff09\u666e\u904d\u517c\u5bb9\u6027\uff1a<\/strong>AI<sup>2<\/sup>BMD\u00a0\u5c06<mark data-type=\"concepts\" data-id=\"dd2152db-a1d3-48e4-9051-3781c4345a68\">\u91cf\u5b50\u529b\u5b66<\/mark>\uff08QM\uff09\u5efa\u6a21\u4ece\u5c0f\u7684\u5c40\u90e8\u533a\u57df\u6269\u5c55\u5230\u6574\u4e2a\u86cb\u767d\u8d28\uff0c\u800c\u65e0\u9700\u4efb\u4f55\u5173\u4e8e\u86cb\u767d\u8d28\u7684<mark data-type=\"concepts\" data-id=\"98fefa6d-e6fc-4a62-abe6-944ed9833445\">\u5148\u9a8c\u77e5\u8bc6<\/mark>\u3002\u8fd9\u6d88\u9664\u4e86\u86cb\u767d\u8d28 QM \u548c MM \u8ba1\u7b97\u4e4b\u95f4\u6f5c\u5728\u7684\u4e0d\u517c\u5bb9\u6027\uff0c\u5e76\u5c06 QM \u533a\u57df\u8ba1\u7b97\u901f\u5ea6\u63d0\u9ad8\u4e86\u51e0\u4e2a\u6570\u91cf\u7ea7\uff0c\u4f7f\u5168\u539f\u5b50\u86cb\u767d\u8d28\u7684\u8fd1\u4e4e\u4ece\u5934\u7b97\u8ba1\u7b97\u6210\u4e3a\u73b0\u5b9e\u3002\u56e0\u6b64\uff0cAI<sup>2<\/sup>BMD\u00a0\u4e3a\u4f17\u591a\u4e0b\u6e38\u5e94\u7528\u94fa\u5e73\u4e86\u9053\u8def\uff0c\u5e76\u4e3a\u8868\u5f81\u590d\u6742\u7684\u751f\u7269\u5206\u5b50\u52a8\u529b\u5b66\u63d0\u4f9b\u4e86\u65b0\u7684\u89c6\u89d2\u3002<\/p>\n<p><strong>\uff084\uff09 \u901f\u5ea6\u4f18\u52bf\uff1a<\/strong>AI<sup>2<\/sup>BMD\u00a0\u6bd4 DFT \u548c\u5176\u4ed6<mark data-type=\"concepts\" data-id=\"dd2152db-a1d3-48e4-9051-3781c4345a68\">\u91cf\u5b50\u529b\u5b66<\/mark>\u5feb\u51e0\u4e2a\u6570\u91cf\u7ea7\u3002\u5b83\u652f\u6301\u8d85\u8fc7 1 \u4e07\u4e2a\u539f\u5b50\u7684\u86cb\u767d\u8d28\u7684\u4ece\u5934\u7b97\u8ba1\u7b97\uff0c\u4f7f\u5176\u6210\u4e3a\u591a\u5b66\u79d1\u9886\u57df\u4e2d\u6700\u5feb\u7684 AI \u9a71\u52a8 MD \u6a21\u62df\u7a0b\u5e8f\u4e4b\u4e00\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-698abb7ba620430a6b0626374dfd0071.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-698abb7ba620430a6b0626374dfd0071.png\"><\/a><\/p>\n<section>\u56fe 3\uff1aAI<sup>2<\/sup>BMD\u3001DFT \u548c\u5176\u4ed6 AI \u9a71\u52a8\u7684\u4eff\u771f\u8f6f\u4ef6\u4e4b\u95f4\u7684\u65f6\u95f4\u6d88\u8017\u6bd4\u8f83\u3002<\/section>\n<p><strong>\uff085\uff09\u591a\u6837\u5316\u6784\u8c61\u7a7a\u95f4\u63a2\u7d22\uff1a<\/strong>\u5bf9\u4e8e AI<sup>2<\/sup>BMD \u548c MM \u6a21\u62df\u7684\u86cb\u767d\u8d28\u6298\u53e0\u548c\u53bb\u6298\u53e0\uff0cAI<sup>2<\/sup>BMD \u63a2\u7d22\u4e86 MM \u65e0\u6cd5\u63a2\u6d4b\u5230\u7684\u66f4\u591a\u53ef\u80fd\u7684\u6784\u8c61\u7a7a\u95f4\u3002\u56e0\u6b64\uff0cAI<sup>2<\/sup>BMD \u4e3a\u7814\u7a76\u836f\u7269-\u9776\u6807\u7ed3\u5408\u8fc7\u7a0b\u4e2d\u7684\u67d4\u6027\u86cb\u767d\u8d28\u8fd0\u52a8\u3001\u9176\u50ac\u5316\u3001\u53d8\u6784\u8c03\u63a7\u3001\u5185\u5728\u65e0\u5e8f\u86cb\u767d\u7b49\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u673a\u4f1a\uff0c\u66f4\u597d\u5730\u4e0e\u6e7f\u5b9e\u9a8c\u5ba4\u5b9e\u9a8c\u76f8\u7ed3\u5408\uff0c\u4e3a\u751f\u7269\u673a\u5236\u68c0\u6d4b\u548c<mark data-type=\"tech_tasks\" data-id=\"f0592cde-aa36-49b1-b02a-8ceb6e5c1da0\">\u836f\u7269\u53d1\u73b0<\/mark>\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u89e3\u91ca\u548c\u6307\u5bfc\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ab611e6cfbfa294527c223c42822ee97.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-ab611e6cfbfa294527c223c42822ee97.png\"><\/a><\/p>\n<section>\u56fe 4\uff1aAI<sup>2<\/sup>BMD\u00a0\u4ece\u672a\u6298\u53e0\u7ed3\u6784\u5f00\u59cb\u6298\u53e0 Chignolin \u86cb\u767d\u8d28\uff0c\u80fd\u91cf\u8bef\u5dee\u5c0f\u4e8e MM\uff0c\u5e76\u4e14\u63a2\u7d22\u4e86\u66f4\u591a MM \u65e0\u6cd5\u68c0\u6d4b\u5230\u7684\u6784\u8c61\u533a\u57df\u3002<\/section>\n<p><strong>\uff086\uff09\u5b9e\u9a8c\u4e00\u81f4\u6027\uff1a<\/strong>AI<sup>2<\/sup>BMD\u00a0\u4f18\u4e8e QM\/MM \u6df7\u5408\u65b9\u6cd5\uff0c\u5e76\u4e14\u5728\u4e0d\u540c\u7684\u751f\u7269\u5e94\u7528\u573a\u666f\u4e2d\u4e0e\u6e7f\u5b9e\u9a8c\u5ba4\u5b9e\u9a8c\u8868\u73b0\u51fa\u9ad8\u5ea6\u4e00\u81f4\u6027\uff0c\u5305\u62ec J \u5076\u8054\u3001\u7113\u3001\u70ed\u5bb9\u91cf\u3001\u6298\u53e0\u81ea\u7531\u80fd\u3001\u7194\u5316\u6e29\u5ea6\u548c\u00a0pKa\u00a0\u8ba1\u7b97\u3002<\/p>\n<h2><span class=\"ez-toc-section\" id=\"%E5%B1%95%E6%9C%9B%E6%9C%AA%E6%9D%A5\"><\/span><strong>\u5c55\u671b\u672a\u6765<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>\u5728\u751f\u7269\u5206\u5b50\u6a21\u62df\u4e2d\u5b9e\u73b0\u4ece\u5934\u7b97\u7cbe\u5ea6\u5177\u6709\u6311\u6218\u6027\uff0c\u4f46\u5bf9\u4e8e\u7406\u89e3\u751f\u7269\u7cfb\u7edf\u7684\u5965\u79d8\u4ee5\u53ca\u8bbe\u8ba1\u65b0\u7684\u751f\u7269\u6750\u6599\u548c\u836f\u7269\u6f5c\u529b\u5de8\u5927\u3002\u8fd9\u4e00\u7a81\u7834\u8bc1\u660e\u4e86 AI for Science \u7684\u8fdc\u89c1\uff0c\u5373\u5229\u7528\u4eba\u5de5\u667a\u80fd\u7684\u80fd\u529b\u9769\u65b0\u79d1\u5b66\u63a2\u7d22\u3002AI<sup>2<\/sup>BMD\u00a0\u65e8\u5728\u89e3\u51b3<mark data-type=\"tech_methods\" data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\">\u673a\u5668\u5b66\u4e60<\/mark>\u529b\u573a\u5e94\u7528\u4e2d\u5173\u4e8e\u51c6\u786e\u6027\u3001\u7a33\u5065\u6027\u548c\u6cdb\u5316\u7684\u5c40\u9650\u6027\u3002AI<sup>2<\/sup>BMD\u00a0\u901a\u8fc7\u8003\u8651\u86cb\u767d\u8d28\u7684\u57fa\u672c\u7ed3\u6784\uff0c\u5373\u6c28\u57fa\u9178\u7684\u5ef6\u4f38\uff0c\u5728\u6a21\u62df\u5404\u79cd\u86cb\u767d\u8d28\u7cfb\u7edf\u65b9\u9762\u63d0\u4f9b\u4e86\u901a\u7528\u6027\u3001\u9002\u5e94\u6027\u548c\u591a\u529f\u80fd\u6027\u3002\u8fd9\u79cd\u65b9\u6cd5\u589e\u5f3a\u4e86\u80fd\u91cf\u548c\u529b\u7684\u8ba1\u7b97\u4ee5\u53ca\u52a8\u529b\u5b66\u548c\u70ed\u529b\u5b66\u6027\u8d28\u7684\u4f30\u8ba1\u3002<\/p>\n<p>AI<sup>2<\/sup>BMD \u7684\u4e00\u4e2a\u5173\u952e\u5e94\u7528\u662f\u5b83\u80fd\u591f\u6267\u884c\u9ad8\u7cbe\u5ea6\u7684\u865a\u62df\u7b5b\u9009\u4ee5\u53d1\u73b0\u836f\u7269\u30022023 \u5e74\uff0c\u5728\u9996\u5c4a\u5168\u7403 AI \u836f\u7269\u5f00\u53d1\u7ade\u8d5b\u4e0a\uff0cAI<sup>2<\/sup>BMD \u53d6\u5f97\u4e86\u7a81\u7834\uff0c\u9884\u6d4b\u4e86\u4e00\u79cd\u4e0e SARS-CoV-2 \u4e3b\u8981\u86cb\u767d\u9176\u7ed3\u5408\u7684\u5316\u5408\u7269\u3002\u5b83\u7684\u9884\u6d4b\u7cbe\u5ea6\u8d85\u8d8a\u4e86\u6240\u6709\u5176\u4ed6\u7ade\u4e89\u5bf9\u624b\uff0c\u7a33\u5c45\u7b2c\u4e00\uff0c\u5e76\u5c55\u793a\u4e86\u5176\u5728\u52a0\u901f\u73b0\u5b9e\u4e16\u754c<mark data-type=\"tech_tasks\" data-id=\"f0592cde-aa36-49b1-b02a-8ceb6e5c1da0\">\u836f\u7269\u53d1\u73b0<\/mark>\u5de5\u4f5c\u65b9\u9762\u7684\u5de8\u5927\u6f5c\u529b\u3002<\/p>\n<p>\u81ea 2022 \u5e74\u4ee5\u6765\uff0c\u5fae\u8f6f\u7814\u7a76\u9662\u8fd8\u4e0e\u5168\u7403\u5065\u5eb7\u836f\u7269\u7814\u53d1\u4e2d\u5fc3 (GHDDI) \u5408\u4f5c\uff0c\u5e94\u7528 AI \u6280\u672f\u8bbe\u8ba1\u836f\u7269\uff0c\u7528\u4e8e\u6cbb\u7597\u5f71\u54cd\u4e2d\u4f4e\u6536\u5165\u56fd\u5bb6 (LMIC) \u7684\u75be\u75c5\uff0c\u4f8b\u5982\u7ed3\u6838\u75c5\u548c\u759f\u75be\u3002\u73b0\u5728\uff0c\u5fae\u8f6f\u4e0e GHDDI \u5bc6\u5207\u5408\u4f5c\uff0c\u5229\u7528 AI<sup>2<\/sup>BMD \u548c\u5176\u4ed6 AI \u529f\u80fd\u6765\u52a0\u901f<mark data-type=\"tech_tasks\" data-id=\"f0592cde-aa36-49b1-b02a-8ceb6e5c1da0\">\u836f\u7269\u53d1\u73b0<\/mark>\u8fc7\u7a0b\u3002<\/p>\n<p>AI<sup>2<\/sup>BMD \u4e0d\u4ec5\u63a8\u8fdb\u4e86\u5bf9\u79d1\u5b66\u95ee\u9898\u7684\u7814\u7a76\uff0c\u8fd8\u4fc3\u8fdb\u4e86<mark data-type=\"tech_tasks\" data-id=\"f0592cde-aa36-49b1-b02a-8ceb6e5c1da0\">\u836f\u7269\u53d1\u73b0<\/mark>\u3001\u86cb\u767d\u8d28\u8bbe\u8ba1\u548c\u9176\u5de5\u7a0b\u7b49\u9886\u57df\u7684\u65b0\u7684\u751f\u7269\u533b\u5b66\u7814\u7a76\u3002<\/p>\n<p>\u53c2\u8003\u5185\u5bb9\uff1a<em>https:\/\/www.microsoft.com\/en-us\/research\/blog\/from-static-prediction-to-dynamic-characterization-ai2bmd-advances-protein-dynamics-with-ab-initio-accuracy\/<\/em><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2024-11-07-7\" target=\"_blank\">\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001\uff0c\u5fae\u8f6f\u86cb\u767dMD\u6a21\u62df\u7cfb\u7edf\u767bNature<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[55,65],"class_list":["post-36545","post","type-post","status-publish","format-standard","hentry","category-news","tag-55","tag-65"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001\uff0c\u5fae\u8f6f\u86cb\u767dMD\u6a21\u62df\u7cfb\u7edf\u767bNature - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=36545\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/17aitech.com\/?p=36545\",\"url\":\"https:\/\/17aitech.com\/?p=36545\",\"name\":\"\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001\uff0c\u5fae\u8f6f\u86cb\u767dMD\u6a21\u62df\u7cfb\u7edf\u767bNature - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\/\/17aitech.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/17aitech.com\/?p=36545#primaryimage\"},\"image\":{\"@id\":\"https:\/\/17aitech.com\/?p=36545#primaryimage\"},\"thumbnailUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65fc80d3bafb9001e10e425c58bc31b.png\",\"datePublished\":\"2025-01-13T08:00:13+00:00\",\"author\":{\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\/\/17aitech.com\/?p=36545#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/17aitech.com\/?p=36545\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/?p=36545#primaryimage\",\"url\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65fc80d3bafb9001e10e425c58bc31b.png\",\"contentUrl\":\"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65fc80d3bafb9001e10e425c58bc31b.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/17aitech.com\/?p=36545#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/17aitech.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001\uff0c\u5fae\u8f6f\u86cb\u767dMD\u6a21\u62df\u7cfb\u7edf\u767bNature\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/17aitech.com\/#website\",\"url\":\"https:\/\/17aitech.com\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/17aitech.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/17aitech.com\/#\/schema\/person\/image\/\",\"url\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"contentUrl\":\"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\/\/17aitech.com\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001\uff0c\u5fae\u8f6f\u86cb\u767dMD\u6a21\u62df\u7cfb\u7edf\u767bNature - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=36545","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=36545","url":"https:\/\/17aitech.com\/?p=36545","name":"\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001\uff0c\u5fae\u8f6f\u86cb\u767dMD\u6a21\u62df\u7cfb\u7edf\u767bNature - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=36545#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=36545#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65fc80d3bafb9001e10e425c58bc31b.png","datePublished":"2025-01-13T08:00:13+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=36545#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=36545"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=36545#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65fc80d3bafb9001e10e425c58bc31b.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2024\/11\/frc-f65fc80d3bafb9001e10e425c58bc31b.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=36545#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"\u91cf\u5b50\u7ea7\u7cbe\u5ea6\uff0c\u9759\u6001\u5230\u52a8\u6001\uff0c\u5fae\u8f6f\u86cb\u767dMD\u6a21\u62df\u7cfb\u7edf\u767bNature"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/#\/schema\/person\/image\/","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/36545","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=36545"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/36545\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=36545"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=36545"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=36545"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}