{"id":225042,"date":"2021-07-26T06:48:32","date_gmt":"2021-07-25T22:48:32","guid":{"rendered":"\/\/m.iemloyee.com\/?p=225042"},"modified":"2021-07-25T17:48:45","modified_gmt":"2021-07-25T09:48:45","slug":"%e5%8a%bf%e4%b8%8d%e5%8f%af%e6%8c%a1%ef%bc%81%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%8f%88%e5%8f%91%e4%b8%80%e7%af%87nature-reviews-materials","status":"publish","type":"post","link":"\/\/m.iemloyee.com\/?p=225042","title":{"rendered":"\u52bf\u4e0d\u53ef\u6321\uff01\u673a\u5668\u5b66\u4e60\u53c8\u53d1\u4e00\u7bc7Nature Reviews Materials"},"content":{"rendered":"<p><strong>\u3010\u80cc\u666f\u4ecb\u7ecd\u3011<\/strong><\/p>\n<p>\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u4e00\u76f4\u5728\u6539\u53d8\u6750\u6599\u79d1\u5b66\u3002\u5728\u8fc7\u53bb\u768420\u5e74\u91cc\uff0c\u751f\u6210\u7684\u6570\u636e\u91cf\u6025\u5267\u589e\u52a0\uff0cML\u63d0\u4f9b\u4e86\u63d0\u53d6\u4fe1\u606f\u7684\u57fa\u672c\u5de5\u5177\uff1a\u5e2e\u52a9\u5bf9\u6750\u6599\u8fdb\u884c\u63a8\u65ad\u7684\u8f6f\u4ef6\u662f\u5f88\u5e38\u89c1\u4e14\u514d\u8d39\u7684\u3002\u56e0\u6b64\uff0c\u79d1\u5b66\u5bb6\u4eec\u5728\u53d1\u5c55\u57fa\u672c\u7406\u89e3\u3001\u89e3\u91ca\u5b9e\u9a8c\u7ed3\u679c\u548c\u5728\u524d\u6240\u672a\u6709\u7684\u65f6\u95f4\u5c3a\u5ea6\u548c\u957f\u5ea6\u5c3a\u5ea6\u4e0a\u8fdb\u884c\u539f\u5b50\u5c3a\u5ea6\u5efa\u6a21\u65b9\u9762\u7684\u80fd\u529b\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u63d0\u9ad8\u3002\u901a\u8fc7\u4f7f\u7528ML\u6a21\u578b\u6765\u5efa\u8bae\u65b0\u7684\u5b9e\u9a8c\u6216\u6a21\u62df\u6765\u4f7f\u7814\u7a76\u81ea\u52a8\u5316\u53d8\u5f97\u8d8a\u6765\u8d8a\u666e\u904d\u3002\u7531\u6b64\u4ea7\u751f\u7684\u6570\u636e\u751f\u6210\u3001\u6a21\u578b\u518d\u8bad\u7ec3\u548c\u6539\u8fdb\u9884\u6d4b\u7684\u673a\u5668\u9a71\u52a8\u53cd\u9988\u5faa\u73af\u4ee3\u8868\u4e86\u6750\u6599\u7814\u7a76\u7684\u8303\u5f0f\u3002ML\u5728\u8ba1\u7b97\u5408\u91d1\u5efa\u6a21\u4e2d\u7684\u5e94\u7528\u8303\u56f4\u4ece\u6a21\u578b\u54c8\u5bc6\u987f\u91cf\u7684\u5efa\u7acb\u5230\u4ee5\u6570\u636e\u4e3a\u4e2d\u5fc3\u7684\u6750\u6599\u79d1\u5b66\u3002\u524d\u8005\u901a\u5e38\u4fa7\u91cd\u4e8e\u5355\u4e00\u6750\u6599\u7cfb\u7edf\uff0c\u9700\u8981\u9ad8\u4fdd\u771f\u7684\u7279\u5f81\u63cf\u8ff0\u3002\u540e\u8005\u667a\u80fd\u5730\u641c\u7d22\u5df2\u77e5\u7684\u7ed3\u679c\uff0c\u5e76\u5728\u5927\u91cf\u5019\u9009\u4eba\u4e2d\u63d0\u51fa\u5e7f\u6cdb\u7684\u95ee\u9898\u3002\u6240\u6709\u7684\u5e94\u7528\u90fd\u4f9d\u8d56\u4e8e\u6750\u6599\u8868\u793a\u6cd5\uff0c\u6750\u6599\u8868\u793a\u6cd5\u662fML\u4e2d\u6700\u91cd\u8981\u7684\u6982\u5ff5\u4e4b\u4e00\u3002\u6750\u6599\u8868\u793a\u6cd5\u662f\u5bf9\u6750\u6599\u7684\u6570\u5b66\u63cf\u8ff0\uff0c\u53ef\u4ee5\u662f\u5bf9\u6676\u4f53\u7ed3\u6784\u7684\u76f4\u63a5\u63cf\u8ff0\uff0c\u4e5f\u53ef\u4ee5\u662f\u4e00\u79cd\u8f83\u4e3a\u5bbd\u6cdb\u548c\u95f4\u63a5\u7684\u63cf\u8ff0\uff0c\u800c\u5ffd\u7565\u4e86\u8bb8\u591a\u7ec6\u8282\u3002<\/p>\n<p><strong>\u3010\u6210\u679c\u7b80\u4ecb\u3011<\/strong><\/p>\n<p>\u8fd1\u65e5\uff0c<strong>\u7f8e\u56fd\u675c\u514b\u5927\u5b66Stefano Curtarolo\u548c\u7f8e\u56fd\u6768\u767e\u7ff0\u5927\u5b66Gus L. 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learning for alloys\u201d<\/strong>\u53d1\u5e03\u5728\u56fd\u9645\u8457\u540d\u671f\u520a<strong>Nature Reviews Materials<\/strong>\u4e0a\u3002<\/p>\n<p><strong>\u3010\u56fe\u6587\u89e3\u8bfb\u3011<\/strong><\/p>\n<p><strong>\u56fe\u4e00\u3001\u7279\u5f81\u9009\u62e9\u548c\u63cf\u8ff0\u7b26\u53d1\u73b0\u7684\u7ed3\u6784\u548c\u65b9\u6cd5\u7684\u8868\u793a<\/strong><br \/>\n <img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-225043\" src=\"\/\/m.iemloyee.com\/wp-content\/uploads\/2021\/07\/1.webp_-8.jpg\" alt=\"\" width=\"800\" height=\"767\" srcset=\"\/\/m.iemloyee.com\/wp-content\/uploads\/2021\/07\/1.webp_-8.jpg 800w, \/\/m.iemloyee.com\/wp-content\/uploads\/2021\/07\/1.webp_-8-300x288.jpg 300w, \/\/m.iemloyee.com\/wp-content\/uploads\/2021\/07\/1.webp_-8-768x736.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" 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loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-225045\" src=\"\/\/m.iemloyee.com\/wp-content\/uploads\/2021\/07\/3.webp_-8.jpg\" alt=\"\" width=\"800\" height=\"827\" srcset=\"\/\/m.iemloyee.com\/wp-content\/uploads\/2021\/07\/3.webp_-8.jpg 800w, \/\/m.iemloyee.com\/wp-content\/uploads\/2021\/07\/3.webp_-8-290x300.jpg 290w, \/\/m.iemloyee.com\/wp-content\/uploads\/2021\/07\/3.webp_-8-768x794.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\uff08a\uff09\u7528\u4e8e\u4f18\u5316\u5f62\u72b6\u8bb0\u5fc6\u5408\u91d1Ti<sub>50<\/sub>Ni<sub>50\u2212x\u2212y\u2212z<\/sub>Cu<sub>x<\/sub>Fe<sub>y<\/sub>Pd<sub>z<\/sub>\u7684\u81ea\u9002\u5e94\u8bbe\u8ba1\u5de5\u4f5c\u6d41\u7a0b\uff1b<\/p>\n<p>\uff08b\uff09Pareto 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href=\"https:\/\/www.nature.com\/articles\/s41578-021-00340-w\" target=\"_blank\" rel=\"noopener\">Machine learning for alloys<\/a><\/strong>. <em>Nature Reviews Materials<\/em>, <strong>2021<\/strong>, DOI: 10.1038\/s41578-021-00340-w.<\/p>\n<p>\u672c\u6587\u7531CQR\u7f16\u8bd1\u3002<\/p>\n<p>\u6b22\u8fce\u5927\u5bb6\u5230\u6750\u6599\u4eba\u5ba3\u4f20\u79d1\u6280\u6210\u679c\u5e76\u5bf9\u6587\u732e\u8fdb\u884c\u6df1\u5165\u89e3\u8bfb\uff0c\u6295\u7a3f\u90ae\u7bb1\uff1atougao@cailiaoren.com.<\/p>\n<p>\u6295\u7a3f\u4ee5\u53ca\u5185\u5bb9\u5408\u4f5c\u53ef\u52a0\u7f16\u8f91\u5fae\u4fe1\uff1acailiaokefu.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u3010\u80cc\u666f\u4ecb\u7ecd\u3011 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