{"id":25988,"date":"2021-05-06T22:04:18","date_gmt":"2021-05-06T14:04:18","guid":{"rendered":"https:\/\/swarma.org\/?p=25988"},"modified":"2021-05-06T22:04:18","modified_gmt":"2021-05-06T14:04:18","slug":"%e6%97%a0%e9%9c%80%e7%89%a9%e7%90%86%e5%85%ac%e5%bc%8f%ef%bc%8cgan%e6%8f%ad%e9%9c%b2%e5%a4%8d%e5%90%88%e6%9d%90%e6%96%99%e5%86%85%e9%83%a8%e7%89%a9%e7%90%86%e5%9c%ba%e7%9a%84%e5%8f%98%e5%8c%96","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=25988","title":{"rendered":"\u65e0\u9700\u7269\u7406\u516c\u5f0f\uff0cGAN\u63ed\u9732\u590d\u5408\u6750\u6599\u5185\u90e8\u7269\u7406\u573a\u7684\u53d8\u5316"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" data-mpa-powered-by=\"yiban.io\">\n<section>\n<section>\n<section powered-by=\"xiumi.us\" style=\"letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);\">\n<section style=\"display: 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\/><\/section>\n<section><strong>\u76f8\u5173\u7814\u7a76\u6210\u679c\u4e8e4\u67089\u65e5\u4ee5\u300c\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u53ef\u9884\u6d4b\u5206\u5c42\u590d\u5408\u6750\u6599\u4e2d\u590d\u6742\u7684\u5e94\u529b\u573a\u548c\u5e94\u53d8\u573a\u300d\uff08Deep learning model to predict complex stress and strain fields in hierarchical composites\uff09\u4e3a\u9898\u53d1\u8868\u5728\u300a\u79d1\u5b66\u00b7\u8fdb\u6b65\u300b\uff08Science Advances\uff09\u6742\u5fd7\u4e0a\u3002<\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;\">\n<section style=\"width: 661px;\">\n<section style=\"clear: both;line-height: 0;\">\n<section style=\"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;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 255);text-align: center;\">\n<section style=\"vertical-align: middle;display: inline-block;line-height: 0;\"><img data-type=\"png\" data-ratio=\"0.07314814814814814\" data-w=\"1080\"  style=\"box-sizing: border-box;vertical-align: middle;visibility: visible !important;width: 677px !important;\" src=\"\/wp-content\/uploads\/2021\/05\/wxsync-2021-05-e16cd5b776e38a4f6806c73548bdc7d4.png\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 0pt;margin-bottom: 0pt;letter-spacing: 0.544px;white-space: normal;color: rgb(73, 73, 73);line-height: 1.7;font-size: 11pt;font-family: PingFangSC-light;background-color: rgb(255, 255, 255);text-align: right;\">\n<p style=\"font-size: 14.6667px;letter-spacing: 0.544px;\"><span style=\"font-size: 13px;\">\u6587\u9f99<\/span><strong style=\"font-size: 13px;letter-spacing: 0.544px;color: rgb(0, 0, 0);\">&nbsp;| \u4f5c\u8005<\/strong><\/p>\n<p style=\"font-size: 14.6667px;letter-spacing: 0.544px;\"><span style=\"font-size: 13px;\">ScienceAI<\/span><strong style=\"font-size: 13px;letter-spacing: 0.544px;color: rgb(0, 0, 0);\">&nbsp;<strong style=\"letter-spacing: 0.544px;\">| \u6765\u6e90<\/strong><\/strong><\/p>\n<p><br  \/><\/p>\n<\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><img data-height=\"396\" data-ratio=\"0.2920353982300885\" data-type=\"png\" data-w=\"1356\" data-width=\"1356\"  style=\"box-sizing: border-box !important;width: 677px !important;visibility: visible !important;\" src=\"\/wp-content\/uploads\/2021\/05\/wxsync-2021-05-c43f55bd6a8ace7e8a7c2c724d2a3859.png\"  \/><\/p>\n<blockquote data-type=\"2\" data-url=\"\" data-author-name=\"\" data-content-utf8-length=\"115\" data-source-title=\"\" style=\"color: rgba(0, 0, 0, 0.5);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;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section>\n<section>\n<p line=\"n0NJ\" style=\"text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u6807\u9898\uff1a<\/span><\/p>\n<h1 data-test=\"article-title\" data-article-title=\"\" style=\"line-height: 1.75em;text-align: left;color: rgba(0, 0, 0, 0.5);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;white-space: normal;background-color: rgb(255, 255, 255);\"><span style=\"color: rgb(136, 136, 136);font-size: 15px;\">Deep learning model to predict complex stress and strain fields in hierarchical composites<\/span><\/h1>\n<p style=\"line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">\u8bba\u6587\u5730\u5740\uff1a<\/span><br  \/><\/p>\n<p style=\"line-height: 1.75em;text-align: left;\"><span style=\"color: rgb(136, 136, 136);\">https:\/\/advances.sciencemag.org\/content\/7\/15\/eabd7416<\/span><\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 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GHz\uff09<\/span><span style=\"font-size: 15px;\">CPU\u5185\u6838\u4e0a\u8fdb\u884c\u9884\u6d4b\u6240\u82b1\u8d39\u7684\u65f6\u95f4\u4e0d\u5230\u4e00\u79d2\u949f\uff0c\u800c\u6807\u51c6FEM\u4eff\u771f\u901a\u5e38\u4f1a\u6301\u7eed\u51e0\u5206\u949f\u3001\u51e0\u5c0f\u65f6\u751a\u81f3\u662f\u51e0\u5929\u7684\u65f6\u95f4\u3002\u56e0\u6b64\uff0c\u8be5\u6a21\u578b\u53ef\u4ee5\u52a0\u901f\u590d\u5408\u6750\u6599\u7684\u8bbe\u8ba1\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<h3 style=\"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;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"letter-spacing: 0.544px;font-family: 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10px;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<h3 style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"color: rgb(61, 170, 214);\"><strong><span style=\"color: rgb(61, 170, 214);font-size: 17px;\">\u4ece\u51e0\u4f55\u5f62\u72b6\u5230\u5e94\u529b\u573a\u7684\u9884\u6d4b<\/span><\/strong><\/span><\/h3>\n<\/section>\n<section style=\"margin-top: -2px;\">\n<section style=\"float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;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;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br style=\"letter-spacing: 0.544px;\"  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u901a\u8fc7\u8f93\u5165\u97e7\u6027\u590d\u5408\u6750\u6599\u5fae\u89c2\u7ed3\u6784\u7684\u7279\u5199\u56fe\u50cf\uff0cMIT\u56e2\u961f\u7684\u6a21\u578b\u53ef\u4ee5\u6210\u529f\u7ed8\u5236\u51fa\u5e94\u529b\u573a\u548c\u5e94\u53d8\u573a\uff0c\u5e76\u80fd\u591f\u6355\u83b7\u548c\u9884\u6d4b\u8bf8\u5982\u6750\u6599\u4e2d\u7684\u88c2\u7f1d\u4e4b\u7c7b\u7684\u300c\u5f02\u5e38\u503c\u300d\u3002\u5373\u4f7f\u6750\u6599\u4ea7\u751f\u4e86\u4e00\u4e2a\u5f88\u5c0f\u7684\u88c2\u7f1d\uff0c\u529b\u548c\u573a\u90fd\u4f1a\u5728\u5f88\u5c0f\u7684\u8ddd\u79bb\u8303\u56f4\u5185\u5feb\u901f\u53d8\u5316\u3002\u300c\u4f60\u53ef\u80fd\u60f3\u77e5\u9053\u6a21\u578b\u662f\u5426\u53ef\u4ee5\u91cd\u73b0\u8fd9\u4e9b\u5f02\u5e38\uff0c\u300d MIT\u5de5\u7a0b\u5b66\u9662\u6559\u6388Markus Buehler\u8bf4\u3002\u300c\u7b54\u6848\u662f\u80af\u5b9a\u7684\u3002\u300d<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><img class=\"rich_pages __bg_gif\" data-ratio=\"0.5\" data-s=\"300,640\" data-type=\"gif\" data-w=\"700\"  style=\"background-color: rgb(238, 237, 235);border-width: 1px;border-style: solid;border-color: rgb(238, 237, 235);background-size: 22px;background-position: center center;background-repeat: no-repeat;height: 323.5px !important;box-sizing: border-box !important;width: 645px !important;\" src=\"\/wp-content\/uploads\/2021\/05\/wxsync-2021-05-6a3f08308b4e6462b5f952105632742f.gif\"  \/><\/p>\n<p style=\"line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe\u793a\uff1a\u53ef\u89c6\u5316\u663e\u793a\u4e86\u901a\u8fc7\u57fa\u4e8eDAN\u7684\u65b9\u6cd5\u5728\u590d\u6742\u6750\u6599\u4e2d\u6a21\u62df\u7684\u7ed3\u6784\u6027\u6545\u969c\u3002\u7ea2\u8272\u4ee3\u8868\u97e7\u6027\u6750\u6599\uff0c\u767d\u8272\u4ee3\u8868\u8106\u6027\u7684\u6750\u6599\uff0c\u7eff\u8272\u4ee3\u8868\u88c2\u7eb9\u3002\uff08\u6765\u6e90\uff1aMIT\uff09<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u65e0\u8bba\u88c2\u7eb9\u6216\u5c16\u9510\u7269\u7684\u5f62\u72b6\u3001\u4f4d\u7f6e\u662f\u600e\u4e48\u6837\uff0c\u9884\u6d4b\u7ed3\u679c\u90fd\u662f\u4e00\u81f4\u7684\uff0c\u751a\u81f3\u53ef\u4ee5\u5c55\u793a\u88c2\u7eb9\u6269\u5f20\u7684\u5b9e\u65f6\u6f14\u53d8\u3002\u56e0\u6b64\uff0c\u8be5\u6a21\u578b\u53ef\u4ee5\u9884\u9632\u590d\u5408\u6750\u6599\u7684\u7ed3\u6784\u6027\u6545\u969c\u3002\u4f26\u65af\u52d2\u7406\u5de5\u5b66\u9662\u7684\u673a\u68b0\u5de5\u7a0b\u5e08 Suvranu De \u8ba4\u4e3a\uff0c\u8fd9\u79cd\u8fdb\u6b65\u53ef\u4ee5\u300c\u663e\u8457\u51cf\u5c11\u8bbe\u8ba1\u4ea7\u54c1\u6240\u9700\u7684\u8fed\u4ee3\u6b21\u6570\u300d\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u300c\u8ba1\u7b97\u673a\u53ef\u4ee5\u4ece\u56fe\u7247\u4e2d\u9884\u6d4b\u6240\u6709\u8fd9\u4e9b\u529b\uff1a\u5e94\u53d8\u3001\u5e94\u529b\u7b49\uff0c\u8fd9\u786e\u5b9e\u662f\u7a81\u7834\uff0c\u300d Buehler\u8bf4\u3002\u300c\u4f20\u7edf\u7684\u65b9\u5f0f\uff0c\u4f60\u9700\u8981\u5bf9\u7269\u7406\u65b9\u7a0b\u8fdb\u884c\u7f16\u7a0b\uff0c\u5e76\u8981\u6c42\u8ba1\u7b97\u673a\u6c42\u89e3\u504f\u5fae\u5206\u65b9\u7a0b\u3002\u6211\u4eec\u53ea\u662f\u4e00\u5e45\u56fe\u753b\u800c\u5df2\u3002\u300d<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><img class=\"rich_pages __bg_gif\" data-ratio=\"0.5\" data-s=\"300,640\" data-type=\"gif\" data-w=\"700\"  style=\"box-sizing: border-box !important;width: 677px !important;visibility: visible !important;\" src=\"\/wp-content\/uploads\/2021\/05\/wxsync-2021-05-7f87e89339d7304c7940dbc21f5ac552.gif\"  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u56fe\u793a\uff1a\u53ef\u89c6\u5316\u663e\u793a\u4e86\u5728\u7ed9\u5b9a\u4e0d\u540c\u8f93\u5165\u51e0\u4f55\u5f62\u72b6\uff08\u5de6\u56fe\uff09\u7684\u60c5\u51b5\u4e0b\u9884\u6d4b\u7684\u7269\u7406\u573a\uff08\u53f3\u56fe\uff09\u3002\uff08\u6765\u6e90\uff1aMIT\uff09<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<h3 style=\"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;white-space: normal;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"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;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=\"display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;\">\n<section style=\"float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"clear: both;line-height: 0;\">\n<section style=\"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;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<h3 style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><strong><span style=\"color: rgb(61, 170, 214);font-size: 17px;\">AI \u4e3a\u5de5\u7a0b\u5e08\u8d4b\u80fd<\/span><\/strong><\/h3>\n<\/section>\n<section style=\"margin-top: -2px;\">\n<section style=\"float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<section style=\"float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-left: 8px;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;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br style=\"letter-spacing: 0.544px;\"  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8fc7\u53bb\uff0c\u5de5\u7a0b\u5e08\u82b1\u8d39\u5927\u91cf\u65f6\u95f4\u6c42\u89e3\u65b9\u7a0b\u5f0f\u6765\u5206\u6790\u6750\u6599\u7684\u5185\u529b\uff0c\u4f46\u5982\u4eca\uff0c\u4ed6\u4eec\u4e0d\u9700\u8981\u7eb8\u548c\u7b14\u5c31\u53ef\u4ee5\u5b8c\u6210\u8fd9\u9879\u4efb\u52a1\uff0c\u5e76\u4e14\u6709\u4e86\u66f4\u4e3a\u9ad8\u6548\u7684\u65b9\u5f0f\uff0c\u4ed6\u4eec\u751a\u81f3\u53ef\u4ee5\u4e0d\u9700\u8981\u77e5\u9053\u76f8\u5173\u7684\u7269\u7406\u77e5\u8bc6\u3002\u8be5\u8bba\u6587\u7684\u4f5c\u8005Zhenze Yang\u8868\u793a\uff1a\u300c\u8fd9\u662f\u4e00\u79cd\u5168\u65b0\u7684\u65b9\u6cd5\uff0c\u8be5\u65b9\u6cd5\u65e0\u9700\u4efb\u4f55\u7269\u7406\u9886\u57df\u7684\u77e5\u8bc6\u5373\u53ef\u5b8c\u6210\u6574\u4e2a\u8fc7\u7a0b\u3002\u300d<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u9664\u4e86\u8282\u7701\u5de5\u7a0b\u5e08\u7684\u65f6\u95f4\u548c\u91d1\u94b1\u4e4b\u5916\uff0c\u65b0\u6280\u672f\u8fd8\u53ef\u4ee5\u4f7f\u975e\u6750\u6599\u4e13\u5bb6\u53ef\u4ee5\u83b7\u53d6\u6750\u6599\u7684\u7269\u7406\u7279\u6027\u3002\u7ecf\u8fc7\u8bad\u7ec3\u540e\uff0c\u65b0\u7684\u6a21\u578b\u751a\u81f3\u53ef\u4ee5\u5728\u65e5\u5e38\u7684\u8ba1\u7b97\u673a\u4e0a\u5373\u65f6\u8fd0\u884c\u3002\u56e0\u6b64\uff0c\u5efa\u7b51\u8bbe\u8ba1\u5e08\u6216\u5de5\u4e1a\u8bbe\u8ba1\u5e08\u53ef\u4ee5\u5728\u5c06\u9879\u76ee\u4f20\u9012\u7ed9\u5de5\u7a0b\u56e2\u961f\u4e4b\u524d\u7528\u5b83\u6d4b\u8bd5\u5176\u60f3\u6cd5\u7684\u53ef\u884c\u6027\uff0c\u673a\u68b0\u5e08\u548c\u68c0\u67e5\u5458\u4e5f\u80fd\u591f\u4ec5\u901a\u8fc7\u62cd\u7167\u5c31\u8bca\u65ad\u51fa\u673a\u68b0\u7684\u6f5c\u5728\u95ee\u9898\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u4ece\u5de5\u4e1a\u4e0a\u6c7d\u8f66\u548c\u98de\u673a\u4f7f\u7528\u7684\u590d\u5408\u6750\u6599\uff0c\u5230\u79d1\u5b66\u9886\u57df\u4e2d\u7684\u5929\u7136\u3001\u4eba\u5de5\u751f\u7269\u6750\u6599\uff0c\u8be5\u56e2\u961f\u63d0\u51fa\u7684\u6a21\u578b\u5c06\u5bf9\u5404\u79cd\u5de5\u7a0b\u7684\u5e94\u7528\u4ea7\u751f\u91cd\u5927\u5f71\u54cd\u3002\u5728\u672a\u6765\u7684\u5de5\u4f5c\u4e2d\uff0c\u8be5\u56e2\u961f\u8ba1\u5212\u5c06\u5b9e\u9a8c\u6269\u5c55\u5230\u66f4\u5e7f\u6cdb\u7684\u6750\u6599\u7c7b\u578b\u4e2d\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Buehler \u8868\u793a\uff1a\u300c\u6211\u771f\u7684\u8ba4\u4e3a\u8fd9\u79cd\u65b9\u6cd5\u5c06\u4ea7\u751f\u5de8\u5927\u7684\u5f71\u54cd\u3002\u5b9e\u9645\u4e0a\uff0c\u6211\u4eec\u8981\u5728AI\u4e2d\u4e3a\u5de5\u7a0b\u5e08\u8d4b\u80fd\u3002\u300d\u5e0c\u671b\u672a\u6765\u6709\u4e00\u5929\u80fd\u591f\u5b8c\u5168\u4f9d\u8d56\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\u83b7\u53d6\u53c2\u6570\u7684\u4f30\u503c\uff0c\u6d88\u9664\u5bf9\u7e41\u7410\u7684\u7269\u7406\u8ba1\u7b97\u7684\u9700\u6c42\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(61, 170, 214);\">\u53c2\u8003\u5185\u5bb9\uff1a<\/span><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 13px;color: rgb(178, 178, 178);\">https:\/\/news.mit.edu\/2021\/ai-materials-stress-strain-0422<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br style=\"white-space: normal;\"  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;letter-spacing: 0.544px;white-space: normal;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=\"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;\">\n<section style=\"padding-right: 10px;padding-left: 10px;color: rgb(12, 130, 169);font-size: 16px;line-height: 2;letter-spacing: 3px;\">\n<p><strong>\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=\"letter-spacing: 0.544px;white-space: normal;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><br style=\"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;letter-spacing: 0.544px;white-space: normal;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=\"font-size: 15px;color: rgb(136, 136, 136);\">\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=\"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  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;font-family: -apple-system, BlinkMacSystemFont, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, 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style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;letter-spacing: 0.544px;white-space: normal;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;background-color: rgb(255, 255, 255);\"><br  \/><\/p>\n<section powered-by=\"xiumi.us\" style=\"letter-spacing: 0.544px;white-space: normal;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=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;\"><strong style=\"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 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noreferrer\">\u4e3a\u4ec0\u4e48\u795e\u7ecf\u7f51\u7edc\u96be\u4ee5\u7406\u89e3\u751f\u547d\u6e38\u620f\uff1f<\/a><br  \/><\/p>\n<\/li>\n<li style=\"font-size: 14px;font-weight: bold;\">\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;text-align: left;\"><a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247502322&amp;idx=2&amp;sn=1262d1928f7f44987962b29bd2edf9ce&amp;chksm=e897937fdfe01a69a6352a4f4f3c029a1e0516795e0438895591d9ad08383ce0a2cb6d7a2c0b&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" tab=\"innerlink\" style=\"text-decoration: underline;\" data-linktype=\"2\" rel=\"noopener noreferrer\">Science\u524d\u6cbf\uff1a\u4e16\u754c\u4e0a\u6700\u590d\u6742\u7684\u5fae\u7c92\u2014\u2014\u8d85\u8d8a\u81ea\u7136\u590d\u6742\u6027\u7684\u5408\u6210\u7269<\/a><br  \/><\/p>\n<\/li>\n<li style=\"font-size: 14px;font-weight: bold;\">\n<p style=\"margin-right: 8px;margin-bottom: 5px;margin-left: 8px;text-align: left;\"><a 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underline;\"><strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n<\/section>\n<\/li>\n<\/ul>\n<\/section>\n<p style=\"letter-spacing: 0.544px;white-space: normal;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);\"><br  \/><\/p>\n<p style=\"letter-spacing: 0.544px;white-space: normal;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);\"><br  \/><\/p>\n<p style=\"letter-spacing: 0.544px;white-space: normal;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);\"><strong style=\"letter-spacing: 0.544px;font-size: 15px;text-align: left;color: rgb(255, 255, 255);font-family: PingFangSC-light;\"><span style=\"background-color: rgb(12, 130, 169);\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c<strong style=\"letter-spacing: 0.544px;\">\u8ffd\u8e2a\u590d\u6742\u79d1\u5b66\u9876\u520a\u8bba\u6587<\/strong><\/span><\/strong><\/p>\n<\/p><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed 1687\u5e74\uff0c\u725b\u987f\u64b0\u5199\u7684\u300a\u81ea\u7136\u54f2\u5b66\u7684\u6570\u5b66\u539f\u7406\u300b\u9996\u6b21\u51fa\u7248\uff0c\u6807\u5fd7\u7740\u7ecf\u5178\u529b\u5b66\u4f53\u7cfb\u7684\u5efa\u7acb\uff1b\u65f6\u81f3\u4eca\u65e5\uff0c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u98de\u901f\u53d1\u5c55\uff0c\u6211\u4eec\u80fd\u5426\u6446\u8131\u7269\u7406\u516c\u5f0f\uff0c\u8ba9AI\u5b66\u4e60\u76f4\u89c2\u7269\u7406\u5b66\u4e3a\u6211\u4eec\u505a\u51fa\u5bf9\u4e8b\u7269\u7684\u9884\u6d4b\u3002 \u6700\u8fd1\uff0c\u9ebb\u7701\u7406\u5de5\u5b66\u9662\u7684\u7814\u7a76\u4eba\u5458\u5c31\u4f7f\u7528\u751f\u6210\u5bf9\u6297\u7f51\u7edc\uff08GAN\uff09\u7684\u65b9\u6cd5\u5f00\u53d1\u4e86\u4e00\u4e2a\u7528\u4e8e\u5206\u6790\u590d\u5408\u6750\u6599\u5185\u90e8\u7269\u7406\u573a\u7684 AI &#8230;<\/p>\n","protected":false},"author":1,"featured_media":25981,"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\/25988"}],"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=25988"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/25988\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/25981"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=25988"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=25988"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=25988"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=25988"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}