{"id":29700,"date":"2021-11-04T22:21:44","date_gmt":"2021-11-04T14:21:44","guid":{"rendered":"https:\/\/swarma.org\/?p=29700"},"modified":"2021-11-04T22:21:44","modified_gmt":"2021-11-04T14:21:44","slug":"nat-methods-%e5%88%a9%e7%94%a8%e6%b7%b1%e5%ba%a6%e5%ad%a6%e4%b9%a0%e8%bf%9b%e8%a1%8c%e5%9f%ba%e4%ba%8e%e7%94%9f%e7%89%a9%e7%89%a9%e7%90%86%e5%ad%a6%e5%92%8c%e6%95%b0%e6%8d%ae%e9%a9%b1%e5%8a%a8","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=29700","title":{"rendered":"Nat. Methods | \u5229\u7528\u6df1\u5ea6\u5b66\u4e60\u8fdb\u884c\u57fa\u4e8e\u751f\u7269\u7269\u7406\u5b66\u548c\u6570\u636e\u9a71\u52a8\u7684\u5206\u5b50\u673a\u5236\u5efa\u6a21"},"content":{"rendered":"<div class='wxsyncmain'>\n<section style=\"box-sizing: border-box;font-style: normal;font-weight: 400;text-align: justify;font-size: 16px;\" data-mpa-powered-by=\"yiban.io\">\n<section powered-by=\"xiumi.us\" style=\"white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);\">\n<section style=\"outline: 0px;display: inline-block;width: 661px;vertical-align: top;background-color: rgb(246, 246, 246);\">\n<section style=\"outline: 0px;\">\n<p style=\"text-align: center;\"><img class=\"rich_pages wxw-img\" data-backh=\"354\" data-backw=\"578\" data-fileid=\"100100623\" data-ratio=\"0.612963\"  data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;font-size: 16px;white-space: normal;text-align: center;box-sizing: border-box;width: 578px;\" src=\"\/wp-content\/uploads\/2021\/11\/wxsync-2021-11-337fb416138fecddb39b4e860d0c99fe.png\"><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;letter-spacing: 0.544px;\">\n<section style=\"outline: 0px;width: 661px;\">\n<section style=\"padding-right: 3px;outline: 0px;float: left;line-height: 1;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;text-align: left;\">\n<section style=\"padding-left: 10px;outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;border-left: 3px solid rgb(33, 166, 210);border-bottom-left-radius: 0px;line-height: 0;\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-13px, 0px, 0px);\">\n<section style=\"outline: 0px;display: inline-block;width: 25px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-1px, 0px, 0px);\">\n<section style=\"outline: 0px;text-align: justify;color: rgb(33, 166, 210);font-size: 16px;line-height: 1.5;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u5bfc\u8bed<\/strong><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;transform: translate3d(-13px, 0px, 0px) rotateX(180deg);\">\n<section style=\"outline: 0px;display: inline-block;width: 24px;height: 10px;vertical-align: top;overflow: hidden;line-height: 0;border-style: solid solid none;border-width: 3px 3px 2px;border-radius: 0px;border-color: rgb(33, 166, 210) rgb(33, 166, 210) rgb(15, 76, 129);\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 4px;padding-left: 4px;outline: 0px;clear: right;box-shadow: rgb(0, 0, 0) 0px 0px 0px;min-height: 4.5em !important;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 5px;margin-bottom: 5px;outline: 0px;\">\n<section style=\"padding-right: 8px;padding-left: 8px;outline: 0px;font-size: 13px;line-height: 2;letter-spacing: 0.544px;\">\n<p style=\"clear: none;outline: 0px;line-height: 1.75em;margin-left: 0px;margin-right: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;\"><\/strong><strong style=\"letter-spacing: 0.544px;\"><\/strong><strong><span style=\"font-size: 13px;text-indent: 0em;\">\u672c\u6587\u4ecb\u7ecd\u7531\u7f8e\u56fd\u9a6c\u8428\u8bf8\u585e\u5dde\u6ce2\u58eb\u987f\u54c8\u4f5b\u533b\u5b66\u9662\u7cfb\u7edf\u751f\u7269\u5b66\u7cfb\u7cfb\u7edf\u836f\u7406\u5b66\u5b9e\u9a8c\u5ba4\u7684Mohammed AlQuraishi\u7b49\u4eba\u53d1\u8868\u4e8eNature Methods \u7684\u7814\u7a76\u6210\u679c\uff1a\u7814\u7a76\u4eba\u5458\u62a5\u9053\u4e86\u53ef\u5fae\u7a0b\u5e8f\u4e0e\u5206\u5b50\u548c\u7ec6\u80de\u751f\u7269\u5b66\u7ed3\u5408\u4ea7\u751f\u7684\u65b0\u5174\u95e8\u7c7b\uff1a\u201c\u53ef\u5fae\u751f\u7269\u5b66\u201d\u3002\u672c\u6587\u4f5c\u8005\u4ecb\u7ecd\u4e86\u53ef\u5fae\u751f\u7269\u5b66\u7684\u4e00\u4e9b\u6982\u5ff5\u5e76\u4f5c\u4e86\u4e24\u4e2a\u6848\u4f8b\u8bf4\u660e\uff0c\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u53ef\u5fae\u751f\u7269\u5b66\u5e94\u7528\u4e8e\u6574\u5408\u8de8\u751f\u7269\u5b9e\u9a8c\u4e2d\u4ea7\u751f\u7684\u591a\u6a21\u6001\u6570\u636e\uff0c\u89e3\u51b3\u8fd9\u4e00\u5b58\u5728\u5df2\u4e45\u7684\u95ee\u9898\u5c06\u4fc3\u8fdb\u751f\u7269\u7269\u7406\u548c\u529f\u80fd\u57fa\u56e0\u7ec4\u5b66\u7b49\u9886\u57df\u7684\u53d1\u5c55\u3002\u4f5c\u8005\u8ba8\u8bba\u4e86\u7ed3\u5408\u751f\u7269\u548c\u5316\u5b66\u77e5\u8bc6\u7684ML\u6a21\u578b\u5982\u4f55\u514b\u670d\u7a00\u758f\u7684\u3001\u4e0d\u5b8c\u6574\u7684\u3001\u6709\u566a\u58f0\u7684\u5b9e\u9a8c\u6570\u636e\u9020\u6210\u7684\u9650\u5236\u3002\u6700\u540e\uff0c\u4f5c\u8005\u603b\u7ed3\u4e86\u5b83\u9762\u4e34\u7684\u6311\u6218\u4ee5\u53ca\u5b83\u53ef\u80fd\u6269\u5c55\u7684\u65b0\u9886\u57df\uff0c\u53ef\u5fae\u7f16\u7a0b\u4ecd\u6709\u5f88\u591a\u53ef\u53d1\u6325\u7684\u7a7a\u95f4\uff0c\u5b83\u5c06\u7ee7\u7eed\u5f71\u54cd\u79d1\u6280\u7684\u53d1\u5c55\u3002<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;outline: 0px;\">\n<section style=\"outline: 0px;width: 661px;\">\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: right;\">\n<section style=\"outline: 0px;vertical-align: middle;display: inline-block;line-height: 0;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100100621\" data-ratio=\"0.07314814814814814\"  data-type=\"png\" data-w=\"1080\" style=\"vertical-align: middle;outline: 0px;box-sizing: border-box;visibility: visible !important;width: 677px !important;\" src=\"\/wp-content\/uploads\/2021\/11\/wxsync-2021-11-e16cd5b776e38a4f6806c73548bdc7d4.png\"  \/><span style=\"font-size: 13px;letter-spacing: 0.544px;outline: 0px;\">DrugAI<\/span><strong style=\"font-size: 13px;letter-spacing: 0.544px;color: rgb(0, 0, 0);outline: 0px;\">&nbsp;| \u6765\u6e90<\/strong><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 0pt;margin-bottom: 0pt;white-space: normal;outline: 0px;letter-spacing: 0.544px;line-height: 1.7;font-size: 11pt;font-family: PingFangSC-light;background-color: rgb(255, 255, 255);text-align: right;\">\n<p style=\"outline: 0px;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<h3 style=\"white-space: normal;outline: 0px;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">1. \u7b80\u4ecb<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5f97\u76ca\u4e8e\u795e\u7ecf\u7f51\u7edc\u548c\u6df1\u5ea6\u5b66\u4e60\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u673a\u5668\u5b66\u4e60<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08ML\uff09<\/span><span style=\"font-size: 15px;\">\u53ca\u5176\u5728\u4eba\u5de5\u667a\u80fd<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08AI\uff09<\/span><span style=\"font-size: 15px;\">\u4e2d\u7684\u5e94\u7528\u5728\u8fc7\u53bb\u5341\u5e74\u4e2d\u7ecf\u5386\u4e86\u5de8\u5927\u7684\u53d8\u5316\u3002\u6df1\u5ea6\u5b66\u4e60\u6f14\u53d8\u51fa\u4e86\u4e00\u7c7b\u53ef\u5b66\u4e60\u6a21\u578b\uff1a\u53ef\u5fae\u7a0b\u5e8f\uff0c\u53ef\u5fae\u7f16\u7a0b\u7684\u51fa\u73b0\u662f\u57fa\u4e8e\u57fa\u7840\u79d1\u5b66\u548c\u8f6f\u4ef6\u5de5\u7a0b\u4e2d\u7684\u56db\u4e2a\u8981\u7d20\uff1a\u66f4\u597d\u7684\u6a21\u5f0f\u8bc6\u522b\u5668\u3001\u5b9a\u5236\u5efa\u6a21\u7684\u5174\u8d77\u3001\u8054\u5408\u4f18\u5316\u548c\u7a33\u5b9a\u7684\u53ef\u5fae\u7f16\u7a0b\u6846\u67b6<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982TensorFlow\u3001Pytorch\u548cJAX\uff09<\/span><span style=\"font-size: 15px;\">\uff0c\u5b83\u5728\u5206\u5b50\u548c\u7ec6\u80de\u751f\u7269\u5b66\u3001\u86cb\u767d\u8d28\u7ed3\u6784\u6d4b\u5b9a\u548c\u8f6c\u5316\u751f\u7269\u533b\u5b66\u7b49\u9886\u57df\u4ea7\u751f\u4e86\u6df1\u8fdc\u7684\u5f71\u54cd\u3002<br  \/><\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u53ef\u5fae\u7a0b\u5e8f\u53ef\u4ee5\u5c06\u9488\u5bf9\u7279\u5b9a\u81ea\u7136\u79d1\u5b66\u9886\u57df\u7684\u6570\u5b66\u65b9\u7a0b\u4e0e\u901a\u7528\u7684\u3001\u57fa\u4e8e\u5b9e\u9a8c\u6570\u636e\u8bad\u7ec3\u7684\u673a\u5668\u5b66\u4e60\u7ec4\u4ef6\u76f8\u7ed3\u5408\u3002\u5c06\u53ef\u5fae\u7a0b\u5e8f\u7528\u4e8e\u5bf9\u5206\u5b50\u548c\u7ec6\u80de\u751f\u7269\u5b66\u7684\u7814\u7a76\uff0c\u5f62\u6210\u4e86\u65b0\u5174\u7684\u201c\u53ef\u5fae\u751f\u7269\u5b66\u201d\uff0c\u5728\u53ef\u5fae\u751f\u7269\u5b66\u4e2d\uff0c\u5bf9\u5c0f\u578b\u3001\u7279\u6b8a<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u4e00\u6b21\u5b9e\u9a8c\u8bd5\u9a8c\uff09<\/span><span style=\"font-size: 15px;\">\u6291\u6216\u662f\u4e00\u822c\u3001\u590d\u6742<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u86cb\u767d\u8d28\u6298\u53e0\uff09<\/span><span style=\"font-size: 15px;\">\u7684\u95ee\u9898\u90fd\u53ef\u4ee5\u6709\u6548\u5730\u5efa\u6a21\uff0c\u5e76\u4e14\u5229\u7528\u57fa\u7840\u79d1\u5b66\u77e5\u8bc6\u80fd\u591f\u514b\u670d\u7a00\u758f\u7684\u3001\u4e0d\u5b8c\u6574\u7684\u3001\u6709\u566a\u58f0\u7684\u6570\u636e\u6240\u5e26\u6765\u7684\u9650\u5236\u3002\u7aef\u5230\u7aef\u7684\u53ef\u5fae\u7a0b\u5e8f\u7684\u4e00\u4e2a\u91cd\u8981\u7279\u70b9\u662f\uff0c\u5b83\u4eec\u53ef\u4ee5\u8fdb\u884c\u4ece\u8f93\u5165\u5230\u8f93\u51fa\u7684\u8054\u5408\u4f18\u5316\u3002\u8fd9\u4f7f\u5f97\u5c06\u4f20\u7edf\u4e0a\u9700\u8981\u5355\u72ec\u5904\u7406\u7684\u4efb\u52a1<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5982\u6570\u636e\u9884\u5904\u7406\uff09<\/span><span style=\"font-size: 15px;\">\u7edf\u4e00\u5230\u6a21\u578b\u4e2d\u6210\u4e3a\u53ef\u80fd\u3002\u9884\u5904\u7406\u9700\u8981\u5bf9\u539f\u59cb\u6570\u636e\u8fdb\u884c\u8f6c\u6362\uff0c\u518d\u6839\u636e\u7ecf\u9a8c\u63d0\u53d6\u91cd\u8981\u7684\u4fe1\u606f\u3002\u8fd9\u79cd\u7c7b\u578b\u7684\u201c\u7279\u5f81\u5de5\u7a0b\u201d\u901a\u5e38\u662f\u4e0d\u900f\u660e\u7684\uff0c\u7f3a\u4e4f\u8bb0\u5f55\u6587\u6863\uff0c\u5e76\u4e14\u96be\u4ee5\u6269\u5c55\u3002\u800c\u53ef\u5fae\u7a0b\u5e8f\u4e0d\u5f3a\u8c03\u7279\u5f81\u5de5\u7a0b\uff0c\u800c\u662f\u900f\u660e\u5730\u5c06\u73b0\u8c61\u5efa\u6a21\u5230\u5b66\u4e60\u7cfb\u7edf\u4e2d\uff0c\u5305\u62ec\u5f15\u5165\u62bd\u8c61\u6982\u5ff5\uff0c\u5982\u6eb6\u6db2\u4e2d\u5206\u5b50\u7684\u5e73\u79fb\u6216\u65cb\u8f6c\u4e0d\u53d8\u6027\u3001\u591a\u80bd\u9aa8\u67b6\u7684\u5316\u5b66\u6027\u8d28\u7b49\u3002\u4e3a\u4e86\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0c\u53ef\u5fae\u7a0b\u5e8f\u4f7f\u7528\u4e86\u4ece\u7269\u7406\u5b66\u548c\u5316\u5b66\u7684\u4f20\u7edf\u6a21\u578b\u4e2d\u5f97\u51fa\u7684\u903b\u8f91\u548c\u65b9\u7a0b\u3002\u53e6\u5916\uff0c\u4e0d\u540c\u4e8e\u4f20\u7edf\u6570\u5b66\u6a21\u578b\u4f7f\u7528\u5c11\u91cf\u62df\u5408\u53d8\u91cf<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5176\u4e2d\u8bb8\u591a\u5177\u6709\u7269\u7406\u610f\u4e49\uff09<\/span><span style=\"font-size: 15px;\">\u8fdb\u884c\u53c2\u6570\u5316\uff0c\u53ef\u5fae\u7a0b\u5e8f\u7684\u53ef\u5b66\u4e60\u7ec4\u4ef6<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u795e\u7ecf\u7f51\u7edc\uff09<\/span><span style=\"font-size: 15px;\">\u53ef\u4ee5\u6709\u6570\u767e\u4e07\u751a\u81f3\u6570\u5341\u4ebf\u4e2a\u53d8\u91cf\u3002\u8bad\u7ec3<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f18\u5316\uff09<\/span><span style=\"font-size: 15px;\">\u5305\u62ec\u5b66\u4e60\u8fd9\u4e9b\u53c2\u6570\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u672c\u6587\u4f5c\u8005\u4ecb\u7ecd\u4e86\u53ef\u5fae\u751f\u7269\u5b66\u7684\u4e09\u4e2a\u6982\u5ff5\uff1a\u751f\u7269\u6a21\u5f0f\u3001\u673a\u68b0\u5148\u9a8c\u548c\u6570\u636e\u5148\u9a8c\uff0c\u5e76\u4f5c\u4e86\u4e24\u4e2a\u6848\u4f8b\u8bf4\u660e\uff1a\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u3001\u5747\u5300\u5316PPI\u6570\u636e\uff0c\u5c55\u793a\u4e86\u5982\u4f55\u5c06\u53ef\u5fae\u751f\u7269\u5b66\u5e94\u7528\u4e8e\u6574\u5408\u8de8\u751f\u7269\u5b9e\u9a8c\u4e2d\u4ea7\u751f\u7684\u591a\u6a21\u6001\u6570\u636e\uff0c\u89e3\u51b3\u8fd9\u4e00\u5b58\u5728\u5df2\u4e45\u7684\u95ee\u9898\u5c06\u4fc3\u8fdb\u751f\u7269\u7269\u7406\u548c\u529f\u80fd\u57fa\u56e0\u7ec4\u5b66\u7b49\u9886\u57df\u7684\u53d1\u5c55\u3002\u4f5c\u8005\u8fd8\u603b\u7ed3\u4e86\u5b83\u9762\u4e34\u7684\u6311\u6218\u4ee5\u53ca\u5b83\u53ef\u80fd\u6269\u5c55\u7684\u65b0\u9886\u57df\uff0c\u53ef\u5fae\u7f16\u7a0b\u4ecd\u6709\u5f88\u591a\u53ef\u53d1\u6325\u7684\u7a7a\u95f4\uff0c\u5b83\u5c06\u7ee7\u7eed\u5f71\u54cd\u79d1\u6280\u7684\u53d1\u5c55\u3002<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<h3 style=\"white-space: normal;outline: 0px;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">2.&nbsp;\u7ed3\u679c<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(33, 166, 210);\">\u53ef\u5fae\u751f\u7269\u5b66\u7684\u4e09\u4e2a\u6982\u5ff5<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u751f\u7269\u5b66\u80cc\u666f\u4e0b\uff0c\u53ef\u5fae\u7f16\u7a0b\u6709\u4e09\u5927\u6982\u5ff5\u539f\u8bed\uff1a\u751f\u7269\u6a21\u5f0f\u3001\u7269\u7406\u548c\u673a\u68b0\u6216\u751f\u7269\u7269\u7406\u5148\u9a8c\u4ee5\u53ca\u5b9e\u9a8c\u548c\u6570\u636e\u91c7\u96c6\u5148\u9a8c\u3002\u5148\u9a8c\u5bf9\u6a21\u578b\u8fdb\u884c\u4e86\u9650\u5236\uff0c\u5e76\u5141\u8bb8\u4f7f\u7528\u8f83\u5c0f\u7684\u6570\u636e\u96c6\uff0c\u6700\u6709\u7528\u4e14\u53ef\u9760\u7684\u5148\u9a8c\u662f\u57fa\u4e8e\u5df2\u88ab\u5145\u5206\u63a5\u53d7\u548c\u7406\u89e3\u7684\u7269\u7406\u548c\u5316\u5b66\u7cfb\u7edf\u7279\u5f81\u7684\u5148\u9a8c\uff0c\u4f8b\u5982\u591a\u80bd\u94fe\u4e2d\u5141\u8bb8\u7684\u952e\u89d2\u8303\u56f4\u3002\u4ece\u8fc7\u4e8e\u590d\u6742\u3001\u96be\u4ee5\u7406\u89e3\u800c\u65e0\u6cd5\u663e\u5f0f\u5efa\u6a21\u7684\u6570\u636e\u6620\u5c04\u4e2d\u5b66\u4e60\u7684\u6a21\u5f0f\u8bc6\u522b\u5668\uff0c\u53ef\u4ee5\u4e0e\u5148\u9a8c\u7ed3\u5408\u4f7f\u7528\u3002<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u751f\u7269\u6a21\u5f0f<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6a21\u5f0f\u8bc6\u522b\u5668\u662f\u6700\u6210\u719f\u7684\u53ef\u5fae\u7f16\u7a0b\u5de5\u5177\uff0c\u76ee\u524d\u5b83\u5df2\u5e94\u7528\u4e8e\u5b66\u4e60\u89c6\u7f51\u819c\u57fa\u5e95\u3001\u8bc6\u522b\u5e76\u5206\u5272\u62e5\u6324\u73af\u5883<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5982\u7ec4\u7ec7\uff09<\/span><span style=\"font-size: 15px;\">\u4e2d\u7684\u7ec6\u80de\u8fb9\u754c\uff0c\u4ee5\u53ca\u4ece\u591a\u91cd\u514d\u75ab\u8367\u5149\u56fe\u50cf\u4e2d\u9884\u6d4b\u65b0\u7ec6\u80de\u7684\u72b6\u6001\u3002\u6a21\u5f0f\u8bc6\u522b\u5668\u7684\u590d\u6742\u6027\u901a\u5e38\u7531\u8f93\u5165\u7684\u7ed3\u6784\u51b3\u5b9a\uff0c\u56fa\u5b9a\u5c3a\u5bf8\u7684\u4e8c\u7ef4<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff082D\uff09<\/span><span style=\"font-size: 15px;\">\u7f51\u683c\u8868\u793a\u7684\u56fe\u50cf<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u7531\u4f20\u7edf\u7535\u5b50\u76f8\u673a\u6536\u96c6\u7684\u56fe\u50cf\uff09<\/span><span style=\"font-size: 15px;\">\u662f\u6700\u7b80\u5355\u7684\u8f93\u5165\uff0c\u5e76\u4e14\u5177\u6709\u5e73\u79fb\u4e0d\u53d8\u6027\uff0c\u53ef\u4ee5\u901a\u8fc7\u6570\u636e\u589e\u5f3a\u4f5c\u4e3a\u6a21\u578b\u8bad\u7ec3\u4e2d\u7684\u5148\u9a8c\u4fe1\u606f\u3002\u2018\u56fe\u50cf\u2019\u4e0d\u9700\u8981\u5c40\u9650\u4e8e\u89c6\u89c9\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u7f16\u7801\u6b8b\u57fa\u534f\u540c\u8fdb\u5316\u7684\u86cb\u767d\u8d28\u5185\u63a5\u89e6\u56fe\u8c31\u5df2\u88ab\u7528\u4f5c\u5377\u79ef\u795e\u7ecf\u7f51\u7edc<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08CNN\uff09<\/span><span style=\"font-size: 15px;\">\u7684\u8f93\u5165\u6765\u9884\u6d4b\u86cb\u767d\u8d28\u7ed3\u6784\u3002\u5c062D\u7f51\u683c\u63a8\u5e7f\u5230\u66f4\u9ad8\u7684\u7ef4\u5ea6\uff0c\u4f8b\u5982\uff0c\u901a\u8fc7\u5c063D\u7a7a\u95f4\u79bb\u6563\u6210\u5927\u5c0f\u76f8\u7b49\u7684\u7acb\u65b9\u4f53\uff0c\uff0c\u5df2\u7ecf\u4ea7\u751f\u4e86\u53ef\u4ee5\u5bf9\u9ad8\u5206\u5b50\u91cf\u5927\u5206\u5b50\u8fdb\u884c\u64cd\u4f5c\u7684\u6a21\u5f0f\u8bc6\u522b\u5668\uff0c\u80fd\u591f\u9884\u6d4b\u86cb\u767d\u8d28\u529f\u80fd\u548c\u86cb\u767d\u8d28-\u836f\u7269\u590d\u5408\u7269\u7684\u4eb2\u548c\u529b\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5c3a\u5bf8\u968f\u8f93\u5165\u6570\u636e\u800c\u53d8\u5316\u7684\u53ef\u53d8\u5c3a\u5bf8\u7f51\u683c<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u7531\u4e0d\u540c\u957f\u5ea6\u7684DNA\u5e8f\u5217\u7ec4\u6210\u7684\u4e00\u7ef4\u7f51\u683c\uff09<\/span><span style=\"font-size: 15px;\">\uff0c\u662f\u590d\u6742\u6027\u7684\u518d\u6b21\u63d0\u5347\u3002\u6811\u548c\u5176\u4ed6\u7c7b\u578b\u7684\u56fe\uff0c\u53ef\u4ee5\u8868\u793a\u4ea4\u4e92\u7f51\u7edc\u548c\u5206\u5b50\uff0c\u4e0d\u4ec5\u5728\u957f\u5ea6\u4e0a\u4e0d\u540c\uff0c\u800c\u4e14\u5728\u7ed3\u6784\u4e0a\u4e5f\u4e0d\u540c\uff0c\u53ef\u4ee5\u4f7f\u7528\u56fe\u5377\u79ef\u7f51\u7edc<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08GCN\uff09<\/span><span style=\"font-size: 15px;\">\u8fdb\u884c\u5b66\u4e60\u3002GCN\u5df2\u88ab\u7528\u4e8e\u5b66\u4e60\u4ece\u5206\u5b50\u5230\u86cb\u767d\u8d28\u7ed3\u5408\u4eb2\u548c\u529b\u7684\u6620\u5c04\uff0c\u5e76\u7528\u4e8e\u7845\u5316\u5b66\u9006\u5408\u6210\u3002\u7efc\u4e0a\u6240\u8ff0\uff0c\u795e\u7ecf\u7f51\u7edc\u7684\u5173\u952e\u4f18\u52bf\u5728\u4e8e\u5b83\u80fd\u591f\u8bc6\u522b\u5728\u5c0f\u5c3a\u5ea6\u548c\u5927\u5c3a\u5ea6\u4e0a\u53d1\u751f\u7684\u591a\u5411\u76f8\u4e92\u4f5c\u7528\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5927\u591a\u6570\u5f53\u4ee3ML\u5e94\u7528\u7a0b\u5e8f\u5173\u6ce8\u590d\u6742\u8f93\u5165<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5982\u86cb\u767d\u8d28\u7ed3\u6784\uff09<\/span><span style=\"font-size: 15px;\">\u548c\u7b80\u5355\u8f93\u51fa<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5982\u7ed3\u5408\u4eb2\u548c\u529b\uff09<\/span><span style=\"font-size: 15px;\">\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u800c\u53ef\u5fae\u7f16\u7a0b\u5141\u8bb8\u66f4\u590d\u6742\u7684\u8f93\u5165-\u8f93\u51fa\u6620\u5c04\u3002\u4f5c\u8005\u5f00\u53d1\u4e86\u4e00\u79cd\u53ef\u5fae\u9012\u5f52\u51e0\u4f55\u7f51\u7edc<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08RGN\uff09<\/span><span style=\"font-size: 15px;\">\uff0c\u5b83\u76f4\u63a5\u4ece\u5e8f\u5217\u4e2d\u5b66\u4e60\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u5c06\u53ef\u53d8\u957f\u5ea6\u7684\u86cb\u767d\u8d28\u5e8f\u5217\u4f5c\u4e3a\u8f93\u5165\uff0c\u5e76\u751f\u6210\u53ef\u53d8\u5927\u5c0f\u7684\u539f\u5b50\u5750\u6807\u96c6\u4f5c\u4e3a\u8f93\u51fa\u3002\u6700\u8fd1\uff0c\u7531\u8c37\u6b4c\u7684\u59d0\u59b9\u516c\u53f8DeepMind\u5f00\u53d1\u7684AlphaFold2\u4f7f\u7528\u53ef\u5fae\u7cfb\u7edf\u9884\u6d4b\u5355\u57df\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u5176\u51c6\u786e\u5ea6\u63a5\u8fd1\u5b9e\u9a8c\u65b9\u6cd5<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u56fe<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">1\uff09<\/span><span style=\"font-size: 15px;\">\u3002\u4ece\u7b80\u5355\u8f93\u5165<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4e00\u7ea7\u5e8f\u5217\uff09<\/span><span style=\"font-size: 15px;\">\u751f\u6210\u590d\u6742\u8f93\u51fa<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u59823D\u6298\u53e0\u86cb\u767d\u8d28\uff09<\/span><span style=\"font-size: 15px;\">\u7684\u80fd\u529b\u8bc1\u660e\u4e86\u53ef\u5fae\u7a0b\u5e8f\u76f8\u5bf9\u4e8e\u4f20\u7edfML\u65b9\u6cd5\u7684\u4e00\u4e2a\u4e3b\u8981\u4f18\u52bf\u3002\u540e\u8005\u7684\u8303\u56f4\u4ec5\u9650\u4e8e\u7b80\u5355\u8f93\u51fa\u7c7b\u578b\uff0c\u6700\u5e38\u89c1\u7684\u662f\u5206\u7c7b\u53d8\u91cf\u6216\u5b9e\u503c\u6807\u91cf\u3002<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><img class=\"rich_pages wxw-img\" data-backh=\"353\" data-backw=\"578\" data-ratio=\"0.6113602\"  data-type=\"png\" data-w=\"669\" style=\"vertical-align: middle;max-width: 100%;box-sizing: border-box;width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2021\/11\/wxsync-2021-11-6b60c00504eaf9fd741a9ca2007ba061.png\"  \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">\u56fe1\u6df1\u5ea6\u5b66\u4e60\u9769\u547d<\/span><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<section>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u673a\u68b0\u5148\u9a8c<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u751f\u7269\u5b66\u4e2d\u7684ML\u7814\u7a76\u8d8a\u6765\u8d8a\u591a\u5730\u5c06\u6709\u5173\u7ed3\u6784\u3001\u5316\u5b66\u548c\u8fdb\u5316\u7684\u5148\u9a8c\u77e5\u8bc6\u7eb3\u5165\u53ef\u5fae\u7a0b\u5e8f<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u56fe2a\uff09<\/span><span style=\"font-size: 15px;\">\u3002\u5148\u9a8c\u4fe1\u606f\u7684\u8303\u56f4\u4ece\u57fa\u56e0\u6216\u86cb\u767d\u8d28\u7684\u8ba1\u6570\u53ca\u5176\u76f8\u4e92\u4f5c\u7528\u5230\u57fa\u672c\u7684\u751f\u7269\u7269\u7406\u5b66\uff0c\u5305\u62ec\u4e86\u7a7a\u95f4\u672c\u8eab\u7684\u7279\u5f81\u3002\u4f8b\u5982\uff0c\u5927\u5206\u5b50\u5185\u90e8\u548c\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\u5177\u6709\u5e73\u79fb\u548c\u65cb\u8f6c\u4e0d\u53d8\u6027\uff0c\u8fd9\u53ef\u4ee5\u901a\u8fc7\u5c06CNN\u4ece\u56fa\u5b9a\u7f51\u683c<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4e0d\u4fdd\u8bc1\u65cb\u8f6c\u4e0d\u53d8\u6027\uff09<\/span><span style=\"font-size: 15px;\">\u63a8\u5e7f\u5230 Lie groups\u6765\u5b9e\u73b0\uff0c Lie groups\u53ef\u4ee5\u6355\u6349\u4e09\u7ef4<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u6216\u66f4\u9ad8\uff09<\/span><span style=\"font-size: 15px;\">\u7ef4\u7684\u65cb\u8f6c\u5bf9\u79f0\u6027\u3002\u5728\u6a21\u62df\u86cb\u767d\u8d28-\u86cb\u767d\u8d28\u76f8\u4e92\u4f5c\u7528<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08PPI\uff09<\/span><span style=\"font-size: 15px;\">\u7f51\u7edc\u3001\u86cb\u767d\u8d28\u6298\u53e0\u548c\u7c7b\u4f3c\u590d\u6742\u7684\u751f\u7269\u73b0\u8c61\u65f6\uff0c\u8fd9\u4e9b\u5148\u9a8c\u77e5\u8bc6\u7684\u7ed3\u5408\u4f7f\u6355\u6349\u4e0e\u8ddd\u79bb\u76f8\u5173\u7684\u7269\u7406\u76f8\u4e92\u4f5c\u7528<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\uff0c\u65cb\u8f6c\u4e0d\u53d8\u7684\u9759\u7535\u529b\uff09<\/span><span style=\"font-size: 15px;\">\u53d8\u5f97\u66f4\u5bb9\u6613\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u751f\u7269\u533b\u5b66\u5e94\u7528\u4e2d\uff0c\u5b9a\u5236ML\u6a21\u578b\u7684\u4e00\u4e2a\u91cd\u8981\u4ef7\u503c\u662f\uff0c\u5b83\u5305\u542b\u4e86\u5927\u5206\u5b50\u7ed3\u6784\u548c\u5316\u5b66\u6027\u8d28\u7684\u8be6\u7ec6\u4fe1\u606f\u3002\u4f5c\u8005\u5f00\u53d1\u4e86\u4e00\u4e2a\u6a21\u578b\uff0c\u7528\u4e8e\u9884\u6d4b\u53c2\u4e0e\u4fe1\u53f7\u8f6c\u5bfc\u7684\u80bd\u7ed3\u5408\u57df<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08PBD\uff09<\/span><span style=\"font-size: 15px;\">\u7684\u914d\u4f53\u3002\u901a\u8fc7\u5728PBD\u5bb6\u65cf\u4e2d\u5171\u4eab\u80fd\u91cf\u52bf\uff0c\u4f5c\u8005\u5f15\u5165\u4e86\u5171\u4eab\u548c\u91cd\u590d\u4f7f\u7528\u7ed3\u5408\u8868\u9762\u7684\u6982\u5ff5\uff0c\u4e3a\u8fd9\u79cd\u5927\u5206\u5b50\u76f8\u4e92\u4f5c\u7528\u521b\u9020\u4e86\u4e00\u79cd\u7075\u6d3b\u7684\u7684\u201c\u901a\u7528\u8bed\u201d\u3002\u80fd\u91cf\u52bf\u662f\u5b66\u4e60\u7684\uff0c\u800c\u4e0d\u662f\u89c4\u5b9a\u7684<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u53ea\u5047\u8bbe\u4e86\u91cd\u7528\u7684\u6982\u5ff5\uff09<\/span><span style=\"font-size: 15px;\">\uff0c\u4e14\u5b83\u53ef\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u51c6\u786e\u6027\uff0c\u7279\u522b\u662f\u5728\u6570\u636e\u8d2b\u4e4f\u7684\u9886\u57df\u3002\u8fd9\u91cc\u7684PBD-\u914d\u4f53\u76f8\u4e92\u4f5c\u7528\u6a21\u578b\u662f\u5b8c\u5168\u53ef\u5fae\u7684\uff0c\u4f46\u6ca1\u6709\u4f7f\u7528\u795e\u7ecf\u7f51\u7edc\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5728\u5bf9\u751f\u7269\u7f51\u7edc\u5efa\u6a21\u65f6\uff0c\u7ed3\u5408\u66f4\u4e13\u4e1a\u7684\u5148\u9a8c\u77e5\u8bc6\u4e5f\u662f\u53ef\u884c\u7684\u3002\u4f8b\u5982\uff0c\u8f6c\u5f55\u3001\u86cb\u767d\u8d28\u7ec4\u548c\u78f7\u9178\u86cb\u767d\u8d28\u7ec4\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u7684\u8054\u5408\u5efa\u6a21\u53ef\u4ee5\u901a\u8fc7\u5728\u78f7\u9178\u5316\u4fe1\u53f7\u548c\u8f6c\u5f55\u8c03\u63a7\u4e4b\u95f4\u65bd\u52a0\u65f6\u95f4\u95f4\u9694\u6765\u589e\u5f3a\u3002\u8fd9\u79cd\u4e13\u4e1a\u77e5\u8bc6\u53ef\u4ee5\u4e0e\u7279\u5b9a\u4fe1\u53f7\u901a\u8def<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\uff0cMAPK\u6fc0\u9176\u7ea7\u8054\u7684\u7ed3\u6784\uff09<\/span><span style=\"font-size: 15px;\">\u6216\u8f6c\u5f55\u56e0\u5b50\u7ed3\u5408\u57fa\u5e8f\u7684\u5206\u5b50\u6570\u636e\u76f8\u7ed3\u5408<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u56fe2b\uff09<\/span><span style=\"font-size: 15px;\">.\u5728\u8fd9\u6837\u4e00\u4e2a\u5047\u8bbe\u6a21\u578b\u4e2d\uff0c\u53ef\u4ee5\u63a8\u65ad\u51fa\u6240\u6709\u53ef\u80fd\u7684\u86cb\u767d\u8d28-\u86cb\u767d\u8d28\u548c\u86cb\u767d\u8d28-DNA\u76f8\u4e92\u4f5c\u7528\u7684\u77e9\u9635\uff0c\u5176\u4e2d\u4e00\u4e9b\u76f8\u4e92\u4f5c\u7528\u5bf9\u5df2\u7ecf\u9884\u5148\u786e\u5b9a<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\u4ece\u6587\u732e\u6216\u91cd\u70b9\u5b9e\u9a8c\u4e2d\u83b7\u53d6\uff09<\/span><span style=\"font-size: 15px;\">\u3002<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><img class=\"rich_pages wxw-img\" data-backh=\"336\" data-backw=\"527\" data-ratio=\"0.6375712\"  data-type=\"png\" data-w=\"527\" style=\"vertical-align: middle;max-width: 100%;box-sizing: border-box;width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2021\/11\/wxsync-2021-11-3b1b0ebf73abda16bc1702df867aebb6.png\"><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><img class=\"rich_pages wxw-img\" data-backh=\"301\" data-backw=\"513\" data-ratio=\"0.5867446\"  data-type=\"png\" data-w=\"513\" style=\"vertical-align: middle;max-width: 100%;box-sizing: border-box;width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2021\/11\/wxsync-2021-11-d29e7e387330e756a922b7d507d13e6b.png\"><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">\u56fe2\u53ef\u5fae\u7f16\u7a0b\u878d\u5408\u4e86\u57fa\u4e8e\u539f\u7406\u548c\u6570\u636e\u9a71\u52a8\u7684\u5efa\u6a21<\/span><\/section>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><strong style=\"color: rgb(33, 166, 210);\"><span style=\"font-size: 15px;\">\u6570\u636e\u5148\u9a8c<\/span><\/strong><br  \/><\/p>\n<section>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;caret-color: transparent;\">\u751f\u7269\u5b66\u4e2d\u7684\u5927\u591a\u6570\u5efa\u6a21\u6d89\u53ca\u5bf9\u4e0d\u5b8c\u6574\u3001\u6709\u566a\u58f0\u3001\u5f02\u6784\u7684\u6570\u636e\u7684\u5206\u6790\u3002\u4e3a\u4e86\u5c06\u9519\u8bef\u7684\u5f71\u54cd\u964d\u81f3\u6700\u4f4e\u5e76\u878d\u5408\u4e0d\u540c\u7684\u6570\u636e\u7c7b\u578b\uff0c\u6709\u5fc5\u8981\u7ed3\u5408\u4f53\u73b0\u6570\u636e\u751f\u6210\u8fc7\u7a0b\u7684\u5148\u9a8c\uff0c\u6570\u636e\u89c4\u8303\u5316\u662f\u53e6\u4e00\u4e2a\u91cd\u8981\u95ee\u9898\u3002<\/span><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u968f\u673a\u8bef\u5dee\u5b58\u5728\u4e8e\u6240\u6709\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u4e2d\uff0c\u5927\u591a\u6570\u5206\u5b50\u6d4b\u91cf\u4e5f\u53d7\u5230\u5bf9\u7cfb\u7edf\u8bef\u5dee\u77e5\u4e4b\u751a\u5c11\u7684\u5f71\u54cd\u3002\u57fa\u4e8e\u7269\u7406\u7684\u8bef\u5dee\u5efa\u6a21\u5728\u7ed3\u6784\u751f\u7269\u5b66\u548c\u9ad8\u5206\u8fa8\u7387\u5149\u5b66\u663e\u5fae\u955c\u5b66\u4e2d\u5f88\u5e38\u89c1\uff0c\u5728\u8fd9\u4e9b\u9886\u57df\u4e2d\uff0c\u5bf9\u6d4b\u91cf\u8fc7\u7a0b\u548c\u9884\u671f\u7269\u7406\u73b0\u8c61\u7684\u8303\u56f4\u6709\u8db3\u591f\u7684\u4e86\u89e3\uff0c\u56e0\u6b64\u53ef\u4ee5\u91cf\u5316\u5e76\u5efa\u6a21\u8bb8\u591a\u7684\u4e0d\u786e\u5b9a\u6027\u3002\u867d\u7136\u8fd9\u79cd\u65b9\u6cd5\u539f\u5219\u4e0a\u53ef\u7528\u4e8e\u5176\u4ed6\u751f\u7269\u5206\u6790\uff0c\u4f46\u590d\u6742\u7684\u8bef\u5dee\u6a21\u578b\u5728\u751f\u7269\u533b\u5b66\u7814\u7a76\u4e2d\u76f8\u5bf9\u8f83\u5c11\uff0c\u901a\u5e38\u662f\u56e0\u4e3a\u5bf9\u6f5c\u5728\u7684\u7269\u7406\u8fc7\u7a0b\u6ca1\u6709\u5145\u5206\u7684\u4e86\u89e3\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u5bf9\u8bef\u5dee\u8fdb\u884c\u7b80\u5355\u7684\u53c2\u6570\u5316\u3002\u5f53\u76ee\u6807\u751f\u7269\u7269\u7406\u91cf<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5982\u89e3\u79bb\u5e38\u6570\uff09<\/span><span style=\"font-size: 15px;\">\u6765\u81ea\u95f4\u63a5\u6d4b\u91cf\u65f6\uff0c\u8fd9\u4e00\u70b9\u5f88\u91cd\u8981\u3002\u4f8b\u5982\uff0c\u86cb\u767d\u8d28-\u86cb\u767d\u8d28\u4eb2\u548c\u529b\u7684\u5b9e\u9a8c\u8868\u5f81\u6d89\u53ca\u591a\u79cd\u6d4b\u91cf\u4e0d\u540c\u7269\u7406\u53c2\u6570\u7684\u5206\u6790\u65b9\u6cd5<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4f8b\u5982\uff0c\u5f00\/\u5173\u901f\u7387\u3001\u5e73\u8861\u7ed3\u5408\u3001\u7ed3\u5408\u6240\u9700\u7684\u70ed\u91cf\u3001\u6d3b\u6027\u6291\u5236\u3001\u5e95\u7269\u4e4b\u95f4\u7684\u7ade\u4e89\u7b49\uff09<\/span><span style=\"font-size: 15px;\">\u7b80\u5355\u548c\u590d\u6742\u7684\u65b9\u7a0b\u90fd\u53ef\u4ee5\u7528\u6765\u63cf\u8ff0\u5b9e\u9a8c\u89c2\u6d4b\u503c\u548c\u6f5c\u5728\u7684\u751f\u7269\u7269\u7406\u53c2\u6570\u4e4b\u95f4\u7684\u5173\u7cfb\uff0c\u8fd9\u4e9b\u65b9\u7a0b\u53ef\u4ee5\u5408\u5e76\u5230\u53ef\u5fae\u7a0b\u5e8f\u4e2d\u3002\u5728\u4f18\u5316\u8fc7\u7a0b\u4e2d\u901a\u8fc7\u8fd9\u4e9b\u65b9\u7a0b\u8fdb\u884c\u53cd\u5411\u4f20\u64ad\uff0c\u4f7f\u5f97\u8f83\u51c6\u786e\u5730\u4f30\u8ba1\u672a\u77e5\u53c2\u6570\u6210\u4e3a\u53ef\u80fd\uff0c\u56e0\u4e3a\u4f18\u5316\u8054\u5408\u8003\u8651\u4e86\u6a21\u578b\u7684\u6240\u6709\u65b9\u9762\u3002\u5373\u4f7f\u65e0\u6cd5\u83b7\u5f97\u7b80\u5355\u7684\u5206\u6790\u516c\u5f0f\uff0c\u5728\u795e\u7ecf\u7f51\u7edc\u4e2d\u52a0\u5165\u5e38\u5fae\u5206\u65b9\u7a0b<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08ODE\uff09<\/span><span style=\"font-size: 15px;\">\u6c42\u89e3\u5668\u7684\u6700\u65b0\u8fdb\u5c55\u8868\u660e\u4e86\u5c06\u57fa\u672c\u5b9a\u5f8b\u7f16\u7801\u4e3a\u53ef\u5fae\u7a0b\u5e8f\u4e2d\u7684\u5fae\u5206\u65b9\u7a0b\u7684\u53ef\u884c\u6027\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u4e24\u4e2a\u5b9e\u4f8b<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e3a\u4e86\u8bf4\u660e\u4e0a\u8ff0\u6982\u5ff5\uff0c\u4f5c\u8005\u4ecb\u7ecd\u4e86\u53ef\u5fae\u751f\u7269\u5b66\u7528\u6765\u89e3\u7a76\u95ee\u9898\u7684\u4e24\u4e2a\u6848\u4f8b\u3002\u7b2c\u4e00\u4e2a\u6848\u4f8b\u8bf4\u660e\u4e86\u751f\u7269\u5b66\u5148\u9a8c\u77e5\u8bc6\u662f\u5982\u4f55\u5728\u5b9a\u5236ML\u6a21\u578b\u4e2d\u4f53\u73b0\u7684\uff1b\u7b2c\u4e8c\u4e2a\u6848\u4f8b\u5219\u662f\u8bb2PPI\u80cc\u666f\u4e0b\u7684\u6570\u636e\u540c\u8d28\u5316\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u7684\u76ee\u6807\u662f\u6784\u5efa\u5c06\u86cb\u767d\u8d28\u5e8f\u5217<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u79bb\u6563\u7b26\u53f7\u7684\u53ef\u53d8\u957f\u5ea6\u5b57\u7b26\u4e32\uff09<\/span><span style=\"font-size: 15px;\">\u6620\u5c04\u5230\u86cb\u767d\u8d28\u7684\u4e09\u7ea7\u7ed3\u6784<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u4e09\u7ef4\u5750\u6807\u7684\u53ef\u53d8\u957f\u5ea6\u5e8f\u5217\uff09<\/span><span style=\"font-size: 15px;\">\u7684\u6a21\u578b\u3002\u6700\u8fd1\u7684\u57fa\u4e8eML\u7684\u65b9\u6cd5\u5229\u7528\u4e86\u673a\u68b0<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u751f\u7269\u7269\u7406\uff09<\/span><span style=\"font-size: 15px;\">\u5148\u9a8c\u548c\u6a21\u5f0f\u8bc6\u522b\u3002\u7406\u8bba\u4e0a\uff0c\u73b0\u6210\u7684\u6a21\u5f0f\u8bc6\u522b\u5668<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5982\u9012\u5f52\u795e\u7ecf\u7f51\u7edc\uff09<\/span><span style=\"font-size: 15px;\">\u53ef\u4ee5\u5b8c\u6210\u8fd9\u79cd\u6620\u5c04\uff0c\u4f46\u5728\u5b9e\u8df5\u4e2d\uff0c\u8981\u8fbe\u5230\u8f83\u9ad8\u7684\u6027\u80fd\uff0c\u5219\u9700\u8981\u5229\u752870\u5e74\u6765\u89e3\u6790\u86cb\u767d\u8d28\u7ed3\u6784\u6240\u83b7\u5f97\u7684\u86cb\u767d\u8d28\u51e0\u4f55\u7279\u5f81<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u56fe3a\uff09<\/span><span style=\"font-size: 15px;\">\u3002\u4f8b\u5982\uff0c\u86cb\u767d\u8d28\u9aa8\u67b6\u662f\u5171\u4ef7\u952e\u5408\u7684\u591a\u80bd\u94fe\uff0c\u5176\u952e\u957f\u548c\u89d2\u5ea6\u51e0\u4e4e\u56fa\u5b9a\uff0c\u4f46\u626d\u8f6c\u89d2\u5ea6\u4f9d\u8d56\u4e8e\u5e8f\u5217\u3002<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><img class=\"rich_pages wxw-img\" data-backh=\"229\" data-backw=\"578\" data-ratio=\"0.3964758\"  data-type=\"png\" data-w=\"908\" style=\"vertical-align: middle;max-width: 100%;box-sizing: border-box;width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2021\/11\/wxsync-2021-11-d3d1189465a7dcdf6cf296bb658e961f.png\"><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">\u56fe3\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u56fe<\/span><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u626d\u8f6c\u89d2\u548c\u4e09\u7ef4\u5750\u6807\u4e4b\u95f4\u5b58\u5728\u4e00\u5bf9\u4e00\u6620\u5c04\u3002\u60f3\u8981\u9884\u6d4b\u4e09\u7ef4\u7ed3\u6784\uff0c\u4ece\u6c28\u57fa\u9178\u5e8f\u5217\u9884\u6d4b\u626d\u8f6c\u89d2\uff0c\u5e76\u4f18\u5316\u6a21\u578b\u53c2\u6570\u4ee5\u4f7f\u9884\u6d4b\u7684\u626d\u8f6c\u89d2\u4e0e\u5df2\u77e5\u626d\u8f6c\u89d2\u4e4b\u95f4\u7684\u4e00\u81f4\u6027\u6700\u5927\u5316\u5c31\u53ef\u4ee5\u4e86\u3002\u56fa\u5b9a\u952e\u957f\u548c\u952e\u89d2\u4f3c\u4e4e\u53ea\u662f\u7b80\u5355\u7684\u9644\u52a0\u6761\u4ef6\uff0c\u4f46\u5b83\u5bf9\u5b66\u4e60\u6548\u7387\u548c\u51c6\u786e\u6027\u6709\u91cd\u8981\u5f71\u54cd\uff0c\u4e5f\u6709\u52a9\u4e8e\u786e\u4fdd\u5c40\u90e8\u86cb\u767d\u8d28\u51e0\u4f55\u7ed3\u6784\u7684\u6b63\u786e\u6027\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u7136\u800c\uff0c\u8fd9\u79cd\u7eaf\u7cb9\u7684\u5c40\u90e8\u65b9\u6cd5\u4ec5\u901a\u8fc7\u9884\u6d4b\u626d\u8f6c\u89d2\u7684\u51c6\u786e\u6027\u8fdb\u884c\u8bad\u7ec3\u548c\u5224\u65ad\uff0c\u6548\u679c\u4e0d\u4f73\uff0c\u56e0\u4e3a\u5fae\u5c0f\u7684\u5c40\u90e8\u8bef\u5dee\u7d2f\u79ef\u5230\u4e00\u4e2a\u5b8c\u6574\u7684\u86cb\u767d\u8d28\u4e0a\u4f1a\u4ea7\u751f\u8f83\u5927\u7684\u8bef\u5dee\u3002\u66f4\u597d\u7684\u65b9\u6cd5\u662f\u5c06\u5c40\u90e8\u626d\u8f6c\u89d2\u8f6c\u6362\u4e3a\u4e09\u7ef4\u86cb\u767d\u8d28\u5750\u6807\uff0c\u4f5c\u4e3a\u5efa\u6a21\u8fc7\u7a0b\u7684\u4e00\u90e8\u5206\uff0c\u4f7f\u7528\u80fd\u591f\u6700\u5927\u5316\u86cb\u767d\u8d28\u6570\u636e\u5e93\u4e2d\u9884\u6d4b\u5750\u6807\u548c\u5df2\u77e5\u5750\u6807\u4e4b\u95f4\u4e00\u81f4\u6027\u7684\u53c2\u6570\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8bbe\u8ba1\u4e00\u4e2a\u5b9a\u5236\u635f\u5931\u51fd\u6570\uff0c\u8fd8\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u86cb\u767d\u8d28\u7ed3\u6784\u6570\u636e\u8fdb\u884c\u66f4\u590d\u6742\u7684\u5904\u7406\uff0c\u56e0\u4e3a\u86cb\u767d\u8d28\u7ed3\u6784\u6570\u636e\u7ecf\u5e38\u4f1a\u4e22\u5931<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u65e0\u5e8f\uff09<\/span><span style=\"font-size: 15px;\">\u4fa7\u94fe\u539f\u5b50\u548c\u5e8f\u5217\u5ef6\u4f38\uff0c\u8fd9\u662f\u56e0\u4e3a\u975e\u7ed3\u6784\u57df\u662f\u86cb\u767d\u8d28\u529f\u80fd\u7684\u4e00\u90e8\u5206\u3002\u5982\u679c\u4e0d\u8003\u8651\u8fd9\u4e9b\u86cb\u767d\u8d28\uff0c\u8bad\u7ec3\u6570\u636e\u7684\u6570\u91cf\u6700\u591a\u4f1a\u51cf\u5c1150%\uff0c\u800c\u4e14\u53ef\u80fd\u4f1a\u4ea7\u751f\u504f\u5dee\u3002\u81ea\u5b9a\u4e49\u635f\u5931\u51fd\u6570\u53ef\u4ee5\u81ea\u52a8\u5ffd\u7565\u672a\u89e3\u6790\u7684\u539f\u5b50\u6216\u6b8b\u7559\u7269\uff0c\u56e0\u6b64\uff0c\u9664\u4e86\u5341\u51e0\u4e2a\u86cb\u767d\u8d28\u6570\u636e\u5e93\u4e2d\u7684\u5927\u7ea6100000\u4e2a\u72ec\u7279\u7ed3\u6784\u5916\uff0c\u53ef\u4ee5\u5bf9\u5176\u4ed6\u6240\u6709\u7ed3\u6784\u8fdb\u884c\u8bad\u7ec3<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u56fe3a\uff09<\/span><span style=\"font-size: 15px;\">\u3002\u8be5\u65b9\u6cd5\u8fd8\u9002\u7528\u4e8e\u4ece\u5355\u4e2a\u86cb\u767d\u8d28\u5e8f\u5217\u9884\u6d4b\u7ed3\u6784\uff0c\u800c\u65e0\u9700\u4f7f\u7528\u4efb\u4f55\u534f\u540c\u8fdb\u5316\u4fe1\u606f\u3002<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u5747\u5300\u5316PPI\u6570\u636e<\/span><\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4f5c\u8005\u901a\u8fc7\u4e00\u4e2a\u6a21\u578b\u8bf4\u660e\u4e86\u53ef\u5fae\u7a0b\u5e8f\u5728\u6570\u636e\u878d\u5408\u4e2d\u7684\u4f7f\u7528\uff0c\u8be5\u6a21\u578b\u4ece\u4e0d\u540c\u65f6\u95f4\u4f7f\u7528\u4e0d\u540c\u65b9\u6cd5\u6536\u96c6\u7684\u4e0d\u540c\u7c7b\u578b\u7684\u5b9e\u9a8c\u6570\u636e\u4e2d\u5b66\u4e60PPI\u4eb2\u548c\u529b<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u56fe4\uff09<\/span><span style=\"font-size: 15px;\">\u3002\u5fc5\u987b\u4ece\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\u5165\u624b\uff0c\u6bcf\u79cd\u6570\u636e\u90fd\u4e0d\u5b8c\u6574\uff0c\u5e76\u4e14\u6d89\u53ca\u4e0d\u540c\u7684\u6d4b\u91cf\u65b9\u6cd5\uff0c\u7b2c\u4e00\u7c7b\u6570\u636e\u6765\u6e90\u662f\u5b9a\u91cf\u751f\u7269\u7269\u7406\u65b9\u6cd5\u76f4\u63a5\u6d4b\u91cf\uff0c\u5982\u8868\u9762\u7b49\u79bb\u5b50\u4f53\u5171\u632f<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08SPR\uff09<\/span><span style=\"font-size: 15px;\">\u3001\u7b49\u6e29\u6ef4\u5b9a\u91cf\u70ed\u6cd5<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08ITC\uff09<\/span><span style=\"font-size: 15px;\">\u6216\u80bd\u9635\u5217\uff0c\u8fd9\u4e9b\u662f\u6700\u5b9a\u91cf\u4f46\u6700\u4e0d\u5e38\u89c1\u7684\u6570\u636e\u7c7b\u578b\u3002\u7b2c\u4e8c\u4e2a\u6570\u636e\u6765\u6e90\u662f\u4f7f\u7528\u4eb2\u548c\u7eaf\u5316\u8d28\u8c31\u6216\u4f7f\u7528\u9175\u6bcd\u53cc\u6742\u4ea4\u5206\u6790<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u201c\u9ad8\u901a\u91cf\u7ed3\u5408\u6570\u636e\u201d\uff09<\/span><span style=\"font-size: 15px;\">\u4ece\u7ec6\u80de\u63d0\u53d6\u7269\u4e2d\u83b7\u53d6\u7684\u3002\u7b2c\u4e09\u7c7b\u6570\u636e\u6d89\u53ca\u4ece\u57fa\u56e0\u6216\u8fc7\u8868\u8fbe\u7814\u7a76\u63a8\u65ad\u7684\u529f\u80fd\u76f8\u4e92\u4f5c\u7528\uff0c\u8fd9\u79cd\u6570\u636e\u5f88\u591a\uff0c\u4f46\u6700\u4e0d\u76f4\u63a5\u3002\u7b2c\u56db\u7c7b\u6570\u636e\u5305\u62ec\u5355\u4e2aPPI\u7684\u9ad8\u5206\u8fa8\u7387\u5171\u590d\u5408\u7ed3\u6784\uff0c\u7528\u8fd9\u4e9b\u6765\u9a8c\u8bc1ML\u63a8\u65ad\u7684\u751f\u7269\u7269\u7406\u5047\u8bbe\u3002<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><img class=\"rich_pages wxw-img\" data-backh=\"268\" data-backw=\"578\" data-ratio=\"0.4630496\"  data-type=\"png\" data-w=\"1069\" style=\"vertical-align: middle;max-width: 100%;box-sizing: border-box;width: 100%;height: auto;\" src=\"\/wp-content\/uploads\/2021\/11\/wxsync-2021-11-2a8956a6e4e58ad2f3dbe9e48ccc4631.png\"  \/><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: center;margin-left: 8px;margin-right: 8px;line-height: normal;\"><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">\u56fe4 PPI\u56fe<\/span><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u76ee\u6807\u662f\u5229\u7528\u5168\u90e8\u53ef\u7528\u6570\u636e\u521b\u5efa\u4e00\u4e2a\u6a21\u578b\uff0c\u8be5\u6a21\u578b\u4f7f\u7528\u5177\u6709\u4e24\u4e2a\u7ec4\u6210\u90e8\u5206\u7684\u53ef\u5fae\u6a21\u578b\u9884\u6d4bPPI\u7684\u5e73\u8861\u7ed3\u5408\u5e38\u6570\uff08Ka\uff09\uff1a\uff081\uff09\u5c06\u8f93\u5165<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u86cb\u767d\u8d28\u5e8f\u5217\u5bf9\uff09<\/span><span style=\"font-size: 15px;\">\u6620\u5c04\u5230\u9884\u6d4bKa\u503c\u7684\u80fd\u91cf\u51fd\u6570\uff1b\uff082\uff09\u4e00\u7ec4\u6570\u636e\u5747\u8d28\u5668\uff0c\u5c06\u539f\u59cb\u5b9e\u9a8c\u6570\u636e\u6620\u5c04\u4e3a\u53ef\u4e0e\u9884\u6d4bKa\u503c\u8fdb\u884c\u6bd4\u8f83\u7684\u5f62\u5f0f\u3002\u5bf9\u6574\u4e2a\u6a21\u578b\u8fdb\u884c\u8054\u5408\u4f18\u5316\uff0c\u4ee5\u4f7f\u6570\u636e\u5747\u5300\u5316\u5668\u4e2d\u7684\u80fd\u91cf\u51fd\u6570\u7684\u6027\u80fd\u53c2\u6570\u6700\u5927\u5316<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u7528\u4e8e\u9884\u6d4bPPI\u4eb2\u548c\u529b\uff09<\/span><span style=\"font-size: 15px;\">\u3002<br style=\"box-sizing: border-box;\"  \/><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8981\u8003\u8651\u7684\u6700\u540e\u4e00\u7c7b\u6570\u636e\u6d89\u53ca\u95f4\u63a5\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u5728\u73b0\u5b58\u7684PPI\u6570\u636e\u5e93\u4e2d\u6db5\u76d6\u4e86\u591a\u79cd\u53ef\u80fd\u7684\u68c0\u6d4b\uff0c\u5305\u62ec\u4e0a\u4f4d\u9057\u4f20\u76f8\u4e92\u4f5c\u7528\u3001\u8de8\u7ec4\u7ec7\u6216\u7ec6\u80de\u7c7b\u578b\u7684\u57fa\u56e0\u6216\u86cb\u767d\u8d28\u5171\u8868\u8fbe\u7684\u6a21\u5f0f\u548c\u8fdb\u5316\u4fdd\u62a4\u3002\u867d\u7136\u9633\u6027\u5206\u6570\u4e0d\u80fd\u8bc1\u660e\u86cb\u767d\u8d28\u4e4b\u95f4\u7684\u7269\u7406\u76f8\u4e92\u4f5c\u7528\uff0c\u4f46\u4e0e\u4e4b\u6b63\u76f8\u5173\u3002<\/span><span style=\"font-size: 15px;color: rgb(136, 136, 136);\">\uff08\u5b66\u4e60\u7684\uff09<\/span><span style=\"font-size: 15px;\">\u68c0\u6d4b\u9608\u503c\u53d6\u51b3\u4e8e\u7edf\u8ba1\u76f8\u5173\u6027\u7684\u5f3a\u5ea6\uff0c\u56e0\u6b64\u4e0d\u9002\u7528\u4e8e\u5355\u4e2a\u6d4b\u91cf\u3002\u4f46\u662f\uff0c\u5982\u679c\u76f8\u5173\u6027\u5f88\u9ad8\uff0c\u6a21\u578b\u53ef\u80fd\u80fd\u591f\u63d0\u53d6\u6709\u610f\u4e49\u7684\u4fe1\u606f\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u679c\u76f8\u5173\u6027\u8f83\u4f4e\uff0c\u5219\u5b66\u4e60\u7684\u9608\u503c\u5c06\u8bbe\u7f6e\u4e3a\u975e\u5e38\u9ad8\u7684\u6570\u5b57\uff0c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4e0d\u4f1a\u63d0\u53d6\u4efb\u4f55\u4fe1\u606f\uff0c\u5e76\u4e14\u6a21\u578b\u4e0d\u53d7\u5f71\u54cd\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4e0a\u8ff0\u65b9\u6cd5\u7684\u4e00\u4e2a\u5173\u952e\u7279\u5f81\u662f\uff0c\u6570\u636e\u5747\u5300\u5668\u7684\u53c2\u6570\u4e0e\u80fd\u91cf\u51fd\u6570\u7684\u53c2\u6570\u4e00\u8d77\u5b66\u4e60\u3002\u5176\u4e2d\u6709\u4e00\u4e2a\u95ee\u9898\uff0c\u5373\u7528\u4e8e\u5747\u5300\u5316\u6570\u636e\u7684\u53c2\u6570\u4e0e\u901a\u8fc7\u80fd\u91cf\u51fd\u6570\u5b66\u4e60\u7684\u53c2\u6570\u4e4b\u95f4\u5b58\u5728\u4e0d\u5fc5\u8981\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u53ef\u80fd\u5bfc\u81f4\u9000\u5316\u89e3\uff0c\u5728\u8fd9\u79cd\u9000\u5316\u89e3\u4e2d\uff0c\u7531\u4e8e\u6240\u6709\u5747\u5300\u5316\u53c2\u6570\u90fd\u8bbe\u7f6e\u4e3a\u96f6\uff0c\u6027\u80fd\u4f1a\u8bef\u5bfc\u6027\u5730\u9ad8\u3002\u4e3a\u907f\u514d\u6b64\u7c7b\u95ee\u9898\uff0c\u5fc5\u987b\u5bf9\u6570\u636e\u5747\u4e00\u5668\u65bd\u52a0\u7ea6\u675f\uff1a\u53c2\u6570\u5fc5\u987b\u4e3a\u975e\u96f6\uff0c\u5e76\u6839\u636e\u5148\u9a8c\u77e5\u8bc6\u786e\u5b9a\u53c2\u6570\u843d\u5728\u6709\u610f\u4e49\u7684\u8303\u56f4\u5185\u3002\u5185\u90e8\u53cd\u5411\u4f20\u64ad\u56de\u8def\u5c06\u80fd\u91cf\u52bf\u7684\u53c2\u6570\u62df\u5408\u5230\u8bad\u7ec3\u96c6\uff0c\u800c\u5916\u90e8\u53cd\u5411\u4f20\u64ad\u56de\u8def\u5c06\u6570\u636e\u5747\u8d28\u5668\u7684\u53c2\u6570\u62df\u5408\u5230\u9a8c\u8bc1\u96c6\uff0c\u5e76\u4e14\u901a\u8fc7\u7b2c\u4e8c\u4e2a\u9a8c\u8bc1\u96c6\u8bc4\u4f30\u6574\u4e2a\u8fc7\u7a0b\u3002\u5728\u8fd9\u4e9b\u60c5\u51b5\u4e0b\uff0c\u9700\u8981\u4e24\u4e2a\u9a8c\u8bc1\u96c6\u6765\u907f\u514d\u8fc7\u5ea6\u62df\u5408\uff0c\u6b63\u5982\u5728\u6240\u6709ML\u5e94\u7528\u7a0b\u5e8f\u4e2d\u4e00\u6837\uff0c\u4ed4\u7ec6\u9009\u62e9\u57f9\u8bad\u3001\u6d4b\u8bd5\u548c\u9a8c\u8bc1\u6570\u636e\u96c6\u975e\u5e38\u91cd\u8981\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<h3 style=\"white-space: normal;outline: 0px;font-family: -apple-system, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;font-family: PingFangSC-light;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\">3. \u603b\u7ed3<\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;margin-bottom: 10px;\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\">\u673a\u9047\u4e0e\u6311\u6218\uff1a<\/span><span style=\"font-size: 15px;\"><\/span><\/section>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 10px;\"><span style=\"font-size: 15px;\">1\u3001\u5efa\u6a21\u7684\u6b65\u9aa4\u5c1a\u4e0d\u53ef\u81ea\u52a8\u5316\uff0c\u5305\u62ec\u5b9a\u4e49\u95ee\u9898\u3001\u5bf9\u6b63\u786e\u7684\u5148\u9a8c\u8fdb\u884c\u6570\u5b66\u7f16\u7801\u3001\u6784\u5efa\u6a21\u5f0f\u8bc6\u522b\u5668\u4ee5\u53ca\u9009\u62e9\u57f9\u8bad\u3001\u6d4b\u8bd5\u548c\u9a8c\u8bc1\u7684\u6570\u636e\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 10px;\"><span style=\"font-size: 15px;\">2\u3001\u751f\u7269\u7cfb\u7edf\u4e2d\u7684\u8bb8\u591a\u5b9e\u4f53\uff0c\u5728\u7ed3\u6784\u4e0a\u6bd4\u5927\u591a\u6570ML\u7814\u7a76\u4e2d\u4f7f\u7528\u7684\u6570\u636e\u7c7b\u578b\u66f4\u4e30\u5bcc\uff0c\u56e0\u6b64\u9700\u8981\u66f4\u591a\u7684\u7b97\u6cd5\u5f00\u53d1\u53ef\u5fae\u7f16\u7a0b\u6846\u67b6\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 10px;\"><span style=\"font-size: 15px;\">3\u3001\u6570\u636e\u8d28\u91cf\u548c\u8303\u56f4\u90fd\u662f\u6311\u6218\uff0c\u56e0\u4e3a\u6a21\u578b\u6027\u80fd\u6700\u7ec8\u53d7\u5230\u57f9\u8bad\u4e2d\u4f7f\u7528\u7684\u6570\u636e\u5c5e\u6027\u7684\u9650\u5236\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 10px;\"><span style=\"font-size: 15px;\">4\u3001\u6240\u6709\u6a21\u578b\u7ec4\u4ef6\u90fd\u53ef\u5fae\u5206\u7684\u8981\u6c42\u5f88\u96be\u4e0e\u751f\u7269\u5b9e\u4f53\u7684\u57fa\u672c\u79bb\u6563\u6027\u8d28\u76f8\u534f\u8c03\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 10px;\"><span style=\"font-size: 15px;\">5\u3001\u53ef\u89e3\u91ca\u6027\u901a\u5e38\u56f4\u7ed5\u7406\u89e3\u8f93\u5165\u548c\u8f93\u51fa\u4e4b\u95f4\u5173\u7cfb\u5c55\u5f00\u3002\u800c\u5728\u53ef\u5fae\u7a0b\u5e8f\u4e2d\u5b58\u5728\u5927\u91cf\u7684\u5b66\u4e60\u53c2\u6570\uff0c\u5b83\u4eec\u7684\u542b\u4e49\u6bd4\u8f83\u6a21\u7cca\u3002<\/span><\/section>\n<section style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 10px;\"><span style=\"font-size: 15px;\">6\u3001\u5b9a\u5236\u7684\u53ef\u5fae\u6a21\u578b\u975e\u5e38\u9002\u7528\u4e8e\u96f6\u788e\u3001\u6df7\u4e71\u548c\u5608\u6742\u7684\u6570\u636e\u3002<\/span><\/section>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">7\u3001\u53ef\u5fae\u7a0b\u5e8f\u548c\u5176\u4ed6\u5f62\u5f0f\u7684\u6df1\u5ea6\u5b66\u4e60\u6b63\u5728\u8fc5\u901f\u53d1\u5c55\uff0c\u5b83\u4eec\u6709\u671b\u52a0\u901f\u5206\u5b50\u751f\u7269\u5b66\u7b49\u591a\u9886\u57df\u7684\u7814\u7a76\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u86cb\u767d\u8d28\u7ed3\u6784\u9884\u6d4b\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u603b\u7684\u6765\u8bf4\uff0c\u5b83\u5e76\u6ca1\u6709\u53d6\u4ee3\u4e0a\u4e00\u4ee3\u57fa\u4e8e\u673a\u68b0\u6216\u7269\u7406\u7684\u6a21\u578b\uff0c\u800c\u662f\u4e0e\u8fd9\u4e9b\u6a21\u578b\u878d\u5408\uff0c\u540c\u65f6\u4e5f\u5904\u7406\u4e86\u5927\u91cf\u5386\u53f2\u4e0a\u96be\u4ee5\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(33, 166, 210);\"><strong><span style=\"font-size: 15px;\">\u53c2\u8003\u8d44\u6599<\/span><\/strong><\/span><span style=\"font-size: 15px;\"><\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 10px;\"><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">AlQuraishi, M., Sorger, P.K. Differentiable biology: using deep learning for biophysics-based and data-driven modeling of molecular mechanisms.&nbsp;Nat Methods&nbsp;18,&nbsp;1169\u20131180 (2021).&nbsp;<\/span><\/p>\n<\/section>\n<section powered-by=\"xiumi.us\">\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 10px;\"><span style=\"font-size: 13px;color: rgb(136, 136, 136);\">https:\/\/doi.org\/10.1038\/s41592-021-01283-4<\/span><\/p>\n<p style=\"text-align: justify;margin-left: 8px;margin-right: 8px;line-height: normal;margin-bottom: 10px;\"><span style=\"font-size: 13px;color: rgb(136, 136, 136);\"><br  \/><\/span><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);text-align: center;justify-content: center;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: -15px;outline: 0px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;color: rgb(12, 130, 169);font-size: 16px;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><\/strong><\/p>\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u590d\u6742\u79d1\u5b66\u6700\u65b0\u8bba\u6587<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);\">\n<p style=\"outline: 0px;\"><br style=\"outline: 0px;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;letter-spacing: 0.544px;\"  \/><\/p>\n<\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"outline: 0px;font-size: 15px;\">\u96c6\u667a\u6591\u56fe\u9876\u520a\u8bba\u6587\u901f\u9012\u680f\u76ee\u4e0a\u7ebf\u4ee5\u6765\uff0c\u6301\u7eed\u6536\u5f55\u6765\u81ea<span style=\"outline: 0px;font-style: italic;\">Nature\u3001Science<\/span>\u7b49\u9876\u520a\u7684\u6700\u65b0\u8bba\u6587\uff0c\u8ffd\u8e2a\u590d\u6742\u7cfb\u7edf\u3001\u7f51\u7edc\u79d1\u5b66\u3001\u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u7b49\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\u3002\u73b0\u5728\u6b63\u5f0f\u63a8\u51fa\u8ba2\u9605\u529f\u80fd\uff0c\u6bcf\u5468\u901a\u8fc7\u5fae\u4fe1\u670d\u52a1\u53f7\u300c\u96c6\u667a\u6591\u56fe\u300d\u63a8\u9001\u8bba\u6587\u4fe1\u606f\u3002\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u5373\u53ef\u4e00\u952e\u8ba2\u9605\uff1a<\/span><br style=\"outline: 0px;\"  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;outline: 0px;font-family: -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);text-align: center;\"><img class=\"rich_pages wxw-img\" data-fileid=\"100100625\" data-ratio=\"0.3088962108731466\" data-s=\"300,640\"  data-type=\"png\" data-w=\"1214\" style=\"outline: 0px;box-sizing: border-box !important;visibility: visible !important;width: 677px !important;\" src=\"\/wp-content\/uploads\/2021\/11\/wxsync-2021-11-fdadfa689e4fd2c0d00404fdcd994125.png\"><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">&nbsp; &nbsp;&nbsp;<\/span><\/section>\n<section powered-by=\"xiumi.us\" style=\"white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;outline: 0px;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;color: rgb(0, 0, 0);font-size: 16px;text-align: center;font-family: mp-quote, -apple-system-font, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);font-family: PingFangSC-light;letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-size: 15px;letter-spacing: 0.544px;\">\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n<ul class=\"list-paddingleft-2\" style=\"width: 577.417px;outline: 0px;\">\n<li style=\"outline: 0px;font-weight: bold;\">\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247525936&amp;idx=1&amp;sn=6d07356934e2fa92b35d9ff020f55fc2&amp;chksm=e8973cbddfe0b5ab28b717ac1ee08cf64f880828897d8f6ff45857f195e9ab9291f441ec16e3&amp;scene=21#wechat_redirect\" textvalue=\"\u751f\u547d\u590d\u6742\u7cfb\u7edf\u4e3a\u4f55\u80fd\u6297\u5e72\u6270\uff1f\u8de8\u5b66\u79d1\u7814\u7a76\u63ed\u793a\u591a\u5c42\u751f\u7269\u5206\u5b50\u7f51\u7edc\u9c81\u68d2\u6027\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u751f\u547d\u590d\u6742\u7cfb\u7edf\u4e3a\u4f55\u80fd\u6297\u5e72\u6270\uff1f\u8de8\u5b66\u79d1\u7814\u7a76\u63ed\u793a\u591a\u5c42\u751f\u7269\u5206\u5b50\u7f51\u7edc\u9c81\u68d2\u6027<\/a><br  \/><\/section>\n<\/li>\n<li style=\"outline: 0px;font-weight: bold;\">\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247520884&amp;idx=1&amp;sn=d463490d6336c23c8ca95203066fa15e&amp;chksm=e897c8f9dfe041ef55fcd02050c6fd54e14e8549dee6d6b167df4ee0004ec4e9057f1c607854&amp;scene=21#wechat_redirect\" textvalue=\"\u4e3a\u4ec0\u4e48\u795e\u7ecf\u7f51\u7edc\u96be\u4ee5\u7406\u89e3\u751f\u547d\u6e38\u620f\uff1f\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u4e3a\u4ec0\u4e48\u795e\u7ecf\u7f51\u7edc\u96be\u4ee5\u7406\u89e3\u751f\u547d\u6e38\u620f\uff1f<\/a><br  \/><\/section>\n<\/li>\n<li style=\"outline: 0px;font-weight: bold;\">\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247526157&amp;idx=1&amp;sn=81fb48d26522d558c46b871ac9a82b5f&amp;chksm=e8973d80dfe0b49643b800e7fc524a05f1fcf8c2932a62908b492e548ce146dd9c392a23565e&amp;scene=21#wechat_redirect\" textvalue=\"PNAS\uff1a\u5982\u4f55\u5b9a\u91cf\u63cf\u8ff0\u590d\u6742\u5ea6\uff1f\u65b0\u65b9\u6cd5\u6765\u4e86\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\">PNAS\uff1a\u5982\u4f55\u5b9a\u91cf\u63cf\u8ff0\u590d\u6742\u5ea6\uff1f\u65b0\u65b9\u6cd5\u6765\u4e86<\/a><br  \/><\/section>\n<\/li>\n<li style=\"outline: 0px;\">\n<section style=\"margin-right: 8px;margin-bottom: 10px;margin-left: 8px;outline: 0px;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247571346&amp;idx=2&amp;sn=bbaa3da959582bf7575e7c32089e155e&amp;chksm=e8968d1fdfe1040999b2716ea642129064c032a3b84227f51cdc055b82be97682be43d490dd8&amp;scene=21#wechat_redirect\" textvalue=\"\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" wah-hotarea=\"click\" hasload=\"1\" style=\"text-decoration: underline;outline: 0px;-webkit-tap-highlight-color: rgba(0, 0, 0, 0);cursor: pointer;\" rel=\"noopener noreferrer\"><strong style=\"outline: 0px;\">\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/a><br style=\"outline: 0px;\"  \/><\/section>\n<\/li>\n<\/ul>\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;outline: 0px;\"><br style=\"outline: 0px;\"  \/><\/p>\n<\/section>\n<p style=\"white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><br style=\"outline: 0px;\"  \/><\/p>\n<p style=\"white-space: normal;outline: 0px;letter-spacing: 0.544px;color: rgb(136, 136, 136);font-size: 14px;background-color: rgb(255, 255, 255);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\"><strong style=\"outline: 0px;letter-spacing: 0.544px;font-size: 15px;text-align: left;color: rgb(255, 255, 255);font-family: PingFangSC-light;\"><span style=\"outline: 0px;background-color: rgb(12, 130, 169);\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u8ffd\u8e2a\u590d\u6742\u79d1\u5b66\u9876\u520a\u8bba\u6587<\/span><\/strong><\/p>\n<\/section>\n<\/section><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed \u672c\u6587\u4ecb\u7ecd\u7531\u7f8e\u56fd\u9a6c\u8428\u8bf8\u585e\u5dde\u6ce2\u58eb\u987f\u54c8\u4f5b\u533b\u5b66\u9662\u7cfb\u7edf\u751f\u7269\u5b66\u7cfb\u7cfb\u7edf\u836f\u7406\u5b66\u5b9e\u9a8c\u5ba4\u7684Mohammed AlQuraishi\u7b49\u4eba\u53d1\u8868\u4e8eNature Methods \u7684\u7814\u7a76\u6210\u679c\uff1a\u7814\u7a76\u4eba\u5458\u62a5\u9053\u4e86\u53ef\u5fae\u7a0b\u5e8f\u4e0e\u5206\u5b50\u548c\u7ec6\u80de\u751f\u7269\u5b66\u7ed3\u5408\u4ea7\u751f\u7684\u65b0\u5174\u95e8\u7c7b\uff1a\u201c\u53ef\u5fae\u751f\u7269\u5b66\u201d\u3002\u672c\u6587\u4f5c\u8005\u4ecb\u7ecd\u4e86\u53ef\u5fae\u751f\u7269\u5b66\u7684\u4e00\u4e9b\u6982\u5ff5\u5e76\u4f5c\u4e86\u4e24\u4e2a\u6848\u4f8b\u8bf4\u660e\uff0c\u5c55\u793a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":29692,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/29700"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=29700"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/29700\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/29692"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=29700"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=29700"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=29700"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=29700"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}