{"id":28927,"date":"2018-08-01T01:00:00","date_gmt":"2018-08-09T03:58:12","guid":{"rendered":"http:\/\/www.05921.net\/index.php\/2018\/08\/09\/%e4%b8%89%e6%80%9d%e8%80%8c%e5%90%8e%e8%a1%8c%ef%bc%81nature%e6%8a%a5%e9%81%93%e5%83%8f%e5%8c%96%e5%ad%a6%e5%ae%b6%e4%b8%80%e6%a0%b7%e6%8e%a2%e7%b4%a2%e6%96%b0%e5%8f%8d%e5%ba%94%e7%9a%84ai\/"},"modified":"2018-08-09T11:58:16","modified_gmt":"2018-08-09T03:58:16","slug":"%e4%b8%89%e6%80%9d%e8%80%8c%e5%90%8e%e8%a1%8c%ef%bc%81nature%e6%8a%a5%e9%81%93%e5%83%8f%e5%8c%96%e5%ad%a6%e5%ae%b6%e4%b8%80%e6%a0%b7%e6%8e%a2%e7%b4%a2%e6%96%b0%e5%8f%8d%e5%ba%94%e7%9a%84ai","status":"publish","type":"post","link":"https:\/\/www.05921.net\/index.php\/28927\/","title":{"rendered":"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"white-space: normal;\"><span style=\"line-height: 0px;\">\u200d\u200d<\/span><span style=\"font-size: 18.018px;line-height: 0px;\">\u200d<a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzAwOTExNzg4Nw==&amp;mid=2657590253&amp;idx=1&amp;sn=af64055348b35e9185b67c634d7ef95c&amp;chksm=80f7b23db7803b2bc868baa456f16ab2329ba355b97bce33703e32440ef4260a6f34c1ea970a&amp;scene=21#wechat_redirect\" target=\"_blank\" style=\"text-align: center;\"><span class=\"js_jump_icon h5_image_link\"  style=\"top: auto;left: auto;right: auto;bottom: auto;\"><img class=\"\"      src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress10-1533787093.gif\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/span><\/a><\/span><a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzAwOTExNzg4Nw==&amp;mid=2657574730&amp;idx=1&amp;sn=7001a26433acb77dcdd5629f27cd8b20&amp;chksm=80f7769ab780ff8cedab5baefd9bc7a02dd18b2191cd29afb2d190e8ea149564133c9437e7d5&amp;scene=21#wechat_redirect\" target=\"_blank\"><\/a><\/p>\n<p style=\"white-space: normal;line-height: normal;\"><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u8fdc\u5230\u6570\u4e07\u5e74\u524d\u7684\u56e2\u961f\u5408\u4f5c\u72e9\u730e\uff0c\u8fd1\u5230\u7528APP\u4e0a\u7f51\u8d2d\u7269\uff0c\u5927\u5230\u9ad8\u8003\u7ed3\u675f\u9009\u62e9\u4e00\u6240\u7406\u60f3\u7684\u5927\u5b66\uff0c\u5c0f\u5230\u4eca\u5929\u51fa\u95e8\u7a7f\u4ec0\u4e48\u8863\u670d\uff0c\u4eba\u7c7b\u5728\u91c7\u53d6\u4efb\u4f55\u884c\u52a8\u4e4b\u524d\u90fd\u4f1a\u8fdb\u884c\u601d\u8003\uff0c\u5316\u5b66\u7814\u7a76\u4e5f\u4e0d\u4f8b\u5916\u3002\u5316\u5b66\u5bb6\u5728\u63a2\u7d22\u65b0\u53cd\u5e94\u548c\u521b\u9020\u65b0\u5206\u5b50\u7684\u8fc7\u7a0b\u4e2d\uff0c\u9996\u5148\u4f1a\u8fdb\u884c\u4e00\u4e9b\u521d\u6b65\u5c1d\u8bd5\uff0c\u5728\u5bf9\u7ed3\u679c\u8fdb\u884c\u5f52\u7eb3\u603b\u7ed3\u540e\uff0c\u6839\u636e\u81ea\u5df1\u7684\u4e13\u4e1a\u77e5\u8bc6\u3001\u7ecf\u9a8c\u751a\u81f3\u76f4\u89c9\u6765\u6307\u5bfc\u4e0b\u4e00\u6b65\u5b9e\u9a8c\uff0c\u5982\u6b64\u91cd\u590d\u76f4\u81f3\u83b7\u5f97\u6210\u529f\u6216\u8005\u63a5\u53d7\u5931\u8d25\u800c\u7ec8\u6b62\u63a2\u7d22\u8fc7\u7a0b\u3002\u5c3d\u7ba1\u73b0\u4eca\u7684\u673a\u5668\u4eba\u9886\u57df\u5df2\u7ecf\u83b7\u5f97\u4e86\u957f\u8db3\u7684\u8fdb\u6b65\uff0c\u4f46\u8fd9\u79cd\u201c\u4e09\u601d\u800c\u540e\u884c\u201d\u7684\u80fd\u529b\u5374\u662f\u673a\u5668\u4eba\u4eec\u7684\u8f6f\u808b\uff0c\u5185\u90e8\u7684\u8f6f\u4ef6\u7a0b\u5e8f\u89c4\u5219\u51b3\u5b9a\u4e86\u5b83\u4eec\u51e0\u4e4e\u53ea\u80fd\u88ab\u52a8\u5730\u6267\u884c\u547d\u4ee4\uff0c\u4e0e\u79d1\u5e7b\u7535\u5f71\u4e2d\u53f1\u54a4\u98ce\u4e91\u7684\u540c\u7c7b\u4eec\u76f8\u53bb\u751a\u8fdc\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u4f46<strong>\u82f1\u56fd\u683c\u62c9\u65af\u54e5\u5927\u5b66<\/strong>\u7684<strong>Leroy Cronin<\/strong>\u6559\u6388\u7b49\u7814\u7a76\u4eba\u5458\u5374\u53d1\u73b0\uff0c\u673a\u5668\u4eba\u4e5f\u53ef\u4ee5\u62e5\u6709\u4eba\u7c7b\u5316\u5b66\u5bb6\u7684\u201c\u76f4\u89c9\u201d\u3002\u4e3a\u4e86\u8bc1\u660e\u8fd9\u4e00\u70b9\uff0c\u4ed6\u4eec<strong>\u5f00\u53d1\u4e86\u65b0\u7684\u673a\u5668\u5b66\u4e60\uff08machine learning\uff09\u7b97\u6cd5\u63a7\u5236\u6709\u673a\u5408\u6210\u673a\u5668\u4eba\uff0c\u53ef\u4ee5\u5728\u5b8c\u6210\u5b9e\u9a8c\u540e\u72ec\u7acb\u201c\u601d\u8003\u201d\uff0c\u4ee5\u4fbf\u641e\u6e05\u695a\u5e76\u51b3\u5b9a\u4e0b\u4e00\u6b65\u8be5\u5982\u4f55\u8fdb\u884c<\/strong>\u3002\u4e0e\u4eba\u7c7b\u5316\u5b66\u5bb6\u5728\u5b9e\u9a8c\u4e2d\u91c7\u53d6\u884c\u52a8\u7684\u65b9\u5f0f\u4e00\u6837\uff0c\u673a\u5668\u4eba\u4e5f\u53ef\u4ee5\u72ec\u7acb\u81ea\u4e3b\u5730\u63a2\u7d22\u5316\u5b66\u65b0\u53cd\u5e94\u548c\u65b0\u5206\u5b50\uff0c\u6b64\u5916\uff0c\u5b83\u4eec\u66f4\u5177\u5907\u4e86\u51c6\u786e\u9884\u6d4b\u5316\u5b66\u53cd\u5e94\u7ed3\u679c\u7684\u80fd\u529b\u3002\u76f8\u5173\u6210\u679c\u8fd1\u65e5\u53d1\u8868\u5728<em><strong>Nature<\/strong><\/em> \u6742\u5fd7\u4e0a\u3002<\/span><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress7-1533787093.jpeg\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 16px;color: rgb(136, 136, 136);\">\u5e05\u6c14\u7684Leroy Cronin\u6559\u6388\u3002\u56fe\u7247\u6765\u6e90\uff1aUniversity of Glasgow<\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u4e0e\u591a\u6570\u4eba\u5370\u8c61\u4e2d\u6709\u624b\u6709\u811a\u7684\u673a\u5668\u4eba\u4e0d\u540c\uff0c\u8fd9\u4e2a\u6709\u673a\u5408\u6210\u673a\u5668\u4eba\u7cfb\u7edf\u5927\u90e8\u5206\u96f6\u4ef6\u88ab\u6446\u653e\u5728\u4e00\u4e2a\u901a\u98ce\u6a71\u4e2d\uff08\u56fe1b\uff09\u3002\u5b83\u7684\u6838\u5fc3\u90e8\u4ef6\u5305\u62ec\u4e00\u7ec4\u88c5\u6709\u5316\u5b66\u54c1\u7684\u539f\u6599\u7f50\u548c\u538b\u529b\u6cf5\uff0c\u8fd9\u4e9b\u6cf5\u8d1f\u8d23\u5c06\u53cd\u5e94\u7269\u9001\u5165\u53ef\u5e76\u884c\u64cd\u4f5c\u76846\u4e2a\u53cd\u5e94\u74f6\u4e2d\uff0c\u5f85\u53cd\u5e94\u7ed3\u675f\uff0c\u518d\u5c06\u6df7\u5408\u7269\u4f9d\u6b21\u9001\u5165\u7ea2\u5916\u5149\u8c31\u4eea\u3001\u8d28\u8c31\u4eea\u3001\u6838\u78c1\u5171\u632f\u4eea\u4e2d\u8fdb\u884c\u68c0\u6d4b\uff08\u56fe1a\u30011b\uff09\uff0c\u6700\u540e\u4f7f\u7528<strong>\u652f\u6301\u5411\u91cf\u673a<\/strong>\uff08supported vector machine\uff0cSVM\uff09\u6a21\u578b\u5bf9\u6bd4\u53cd\u5e94\u524d\u540e\u7684\u6307\u7eb9\u56fe\u8c31\u5224\u65ad\u539f\u6599\u662f\u5426\u4ea7\u751f\u4e86\u5316\u5b66\u53cd\u5e94\u4ee5\u53ca\u53cd\u5e94\u6d3b\u6027\u7684\u7a0b\u5ea6\uff08\u56fe1c\u30011e\u30011f\uff09\u3002\u770b\u5230\u8fd9\u91cc\uff0c\u8fd9\u79cd\u6709\u673a\u5408\u6210\u673a\u5668\u4eba\u7cfb\u7edf\u7684\u7ed3\u6784\u4e5f\u5c31\u6bd4\u8f83\u660e\u6670\u4e86\uff0c\u5c31\u662f\u4e00\u79cd\u4ee5\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e3a\u201c\u5927\u8111\u201d\u7684\u5168\u81ea\u52a8\u53cd\u5e94\u548c\u5206\u6790\u7cfb\u7edf\u3002<\/span><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress4-1533787093.jpeg\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 16px;color: rgb(136, 136, 136);\">\u56fe1. \u5177\u5907\u673a\u5668\u5b66\u4e60\u80fd\u529b\u7684\u5408\u6210\u673a\u5668\u4eba\u7cfb\u7edf\u3002\u56fe\u7247\u6765\u6e90\uff1a<em>Nature<\/em><\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u867d\u7136AI\u4e0e\u5316\u5b66\u9886\u57df\u5df2\u7ecf\u6709\u8fc7\u591a\u6b21\u4ea4\u878d\uff0c\u4f46\u662f\u8fd9\u9879\u7814\u7a76\u4e2dAI\u5374\u6709\u7740\u4e0e\u4f17\u4e0d\u540c\u4e4b\u5904\u3002\u65e0\u8bba\u662f\u6b64\u524dAI\u9884\u6d4b\u53cd\u5e94\u7684\u4ea7\u7387\uff08<a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzAwOTExNzg4Nw==&amp;mid=2657586015&amp;idx=1&amp;sn=2d7b6e0befce5f3f220ca412f79fabe1&amp;chksm=80f7a28fb7802b99a86f81c79d7927c521ffaadc29f87848b575122ec3ce5b5919b25ec79eff&amp;scene=21#wechat_redirect\" target=\"_blank\">\u70b9\u51fb\u9605\u8bfb\u76f8\u5173<\/a>\uff09\u6216\u662f\u8bbe\u8ba1\u5408\u6210\u8def\u7ebf\uff08<a href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzAwOTExNzg4Nw==&amp;mid=2657588273&amp;idx=1&amp;sn=4a4ead3c5a77384b894c772975a44744&amp;chksm=80f7bde1b78034f76f03ae8f6f9fcc13496a4698ab9f7019bce032d56f711fec33d2e7e7092b&amp;scene=21#wechat_redirect\" target=\"_blank\">\u70b9\u51fb\u9605\u8bfb\u76f8\u5173<\/a>\uff09\uff0c\u79d1\u5b66\u5bb6\u4eec\u90fd\u9700\u8981\u4ece\u5316\u5b66\u53cd\u5e94\u4e2d\u63d0\u53d6\u5927\u91cf\u7684\u5316\u5b66\u4fe1\u606f\uff08\u4f8b\u5982\u53cd\u5e94\u7269\u7ed3\u6784\u4fe1\u606f\uff09\u5e76\u8f6c\u5316\u4e3a\u4e00\u5b9a\u683c\u5f0f\u7684\u6570\u636e\uff0c\u4ee5\u4fbf\u673a\u5668\u8fdb\u884c\u5b66\u4e60\u3002\u800c\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0c\u8fd9\u9879\u7814\u7a76\u4e2d\u7684AI\u673a\u5668\u4eba\u65e0\u9700\u63d0\u53d6\u5316\u5b66\u4fe1\u606f\uff0c\u4e5f\u65e0\u9700\u4efb\u4f55\u5316\u5b66\u77e5\u8bc6\uff0c\u4ec5\u51ed\u7b80\u5355\u7684\u201c\u6570\u5b57\u5316\u201d\u6570\u636e\u6765\u63cf\u8ff0\u6bcf\u4e2a\u53cd\u5e94\uff0c\u5e76\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u7684\u8bad\u7ec3\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u5177\u4f53\u6765\u8bf4\uff0c\u673a\u5668\u4eba\u5bf9\u6574\u4e2a\u5b9e\u9a8c\u4e2d\u7684\u6240\u6709\u53d8\u91cf\u90fd\u91c7\u7528\u4e8c\u8fdb\u5236\u7f16\u7801\uff0c\u5373\u7528\u4e00\u7ec4\u75310\u548c1\u6570\u5b57\u6784\u6210\u7684\u5411\u91cf\u6765\u63cf\u8ff0\u6bcf\u4e00\u4e2a\u53cd\u5e94\uff08\u7c7b\u4f3c\u4e8e\u201c\u72ec\u70ed\u7f16\u7801\u201d\uff0cone-hot encoding\uff09\uff0c\u4ee5\u4fbf\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a\u53cd\u5e94\u6761\u4ef6\u56fa\u5b9a\u7684\u5b9e\u9a8c\u4e2d\uff08\u5373\u6240\u6709\u53cd\u5e94\u539f\u6599\u4e3a\u53d8\u91cf\uff09\uff0c\u5b83\u5c06\u51fa\u73b0\u7684\u8d77\u59cb\u539f\u6599\u5b9a\u4e49\u4e3a1\uff0c\u800c\u6ca1\u6709\u51fa\u73b0\u7684\u8d77\u59cb\u539f\u6599\u5219\u5b9a\u4e49\u4e3a0\uff0c\u5c06\u8fd9\u4e9b\u7b80\u5355\u7684\u6570\u5b57\u7ec4\u6210\u4e00\u4e2a\u5305\u542b\u6240\u6709\u53cd\u5e94\u7269\u4fe1\u606f\u7684\u5411\u91cf\u7528\u6765\u63cf\u8ff0\u8be5\u53cd\u5e94\u7684\u7279\u5f81\uff0c\u5e76\u4f5c\u4e3a\u673a\u5668\u5b66\u4e60\u7684\u8f93\u5165\u7aef\u6570\u636e\uff08\u56fe1d\uff09\u3002<\/span><span style=\"font-size: 18px;\">\u53e6\u4e00\u65b9\u9762\uff0c\u652f\u6301\u5411\u91cf\u673a\u6a21\u578b\u5219\u901a\u8fc7\u8bc6\u522b\u53cd\u5e94\u524d\u540e\u8c31\u56fe\u7684\u53d8\u5316\u6765\u5224\u65ad\u662f\u5426\u4ea7\u751f\u5316\u5b66\u53cd\u5e94\u5e76\u8fdb\u884c\u5206\u7c7b\uff1a\u5982\u679c\u53cd\u5e94\u6d3b\u6027\u5f88\u9ad8\uff0c\u90a3\u4e48\u8be5\u5b9e\u9a8c\u7684\u7ed3\u679c\u5c06\u5b9a\u4e49\u4e3a1\uff0c\u53cd\u4e4b\u5219\u4e3a0\uff0c\u4ee5\u6b64\u4f5c\u4e3a\u673a\u5668\u5b66\u4e60\u7684\u8f93\u51fa\u7aef\u6570\u636e\uff08\u56fe1c\uff09\u3002\u63a5\u4e0b\u6765\uff0c\u673a\u5668\u4eba\u4f1a\u4f7f\u7528<\/span><strong style=\"font-size: 18px;\">\u7ebf\u6027\u5224\u522b\u5206\u6790<\/strong><span style=\"font-size: 18px;\">\uff08linear discriminant analysis\uff0cLDA\uff09\u7b97\u6cd5\uff0c\u5bf9\u8fd9\u4e9b\u65e0\u5173\u5316\u5b66\u7ed3\u6784\u7684\u201c\u6570\u5b57\u5316\u201d\u6570\u636e\u8fdb\u884c\u5b66\u4e60\uff0c\u5bfb\u627e\u53cd\u5e94\u80cc\u540e\u7684\u89c4\u5f8b\uff0c\u5e76\u9884\u6d4b\u4e0d\u540c\u53d8\u91cf\u60c5\u51b5\u4e0b\u672a\u77e5\u53cd\u5e94\u7684\u7ed3\u679c\uff0c\u4ece\u800c\u6307\u5bfc\u4e0b\u4e00\u6b65\u5b9e\u9a8c\u3002\u542c\u8d77\u6765\u6709\u4e9b\u4e0d\u53ef\u601d\u8bae\uff0c\u4ec5\u51ed\u201c\u6570\u5b57\u5316\u201d\u6570\u636e\uff0c\u6ca1\u6709\u4efb\u4f55\u5316\u5b66\u80cc\u666f\u7684\u673a\u5668\u4eba\u201c\u5316\u5b66\u5bb6\u201d\u771f\u80fd\u505a\u597d\u4eba\u7c7b\u5316\u5b66\u5bb6\u7684\u6d3b\u5417\uff1f<\/span><br  \/><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress6-1533787093.jpeg\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 16px;color: rgb(136, 136, 136);\">\u56fe2. \u673a\u5668\u4eba\u201c\u5316\u5b66\u5bb6\u201d\u7684\u5de5\u4f5c\u6a21\u5f0f\u3002\u56fe\u7247\u6765\u6e90\uff1a<em>Nature<\/em><\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u8be5\u7814\u7a76\u4e2d\uff0c\u7814\u7a76\u4eba\u5458\u5e0c\u671b\u4ece18\u4e2a\u5316\u5408\u7269\u4e2d\u5feb\u901f\u5730\u627e\u51fa\u53ef\u4ee5\u4ea7\u751f\u5316\u5b66\u53cd\u5e94\u7684\u539f\u6599\u7ec4\u5408\uff0c\u4e3a\u4e86\u51cf\u5c0f\u5de5\u4f5c\u91cf\uff0c\u53cd\u5e94\u4f7f\u7528\u7edf\u4e00\u7684\u6761\u4ef6\uff0c\u5e76\u4e14\u53ea\u4e13\u6ce8\u4e8e\u4e24\u7ec4\u5206\u548c\u4e09\u7ec4\u5206\u53cd\u5e94\u2014\u2014\u5927\u7ea61000\u4e2a\u5b9e\u9a8c\u3002\u673a\u5668\u4eba\u9996\u5148\u968f\u673a\u5730\u9009\u62e9\u4e86100\u4e2a\u5b9e\u9a8c\u8fdb\u884c\u521d\u6b65\u5c1d\u8bd5\uff0c\u901a\u8fc7SVM\u6a21\u578b\u5224\u5b9a\u5b9e\u9a8c\u7ed3\u679c\u540e\uff0c\u4f7f\u7528LDA\u7b97\u6cd5\u5bf9\u201c\u6570\u5b57\u5316\u201d\u6570\u636e\u8fdb\u884c\u5f52\u7eb3\u548c\u603b\u7ed3\u3002\u968f\u540e\uff0cAI\u4f1a\u6839\u636e\u81ea\u5b66\u7684\u77e5\u8bc6\u5bf9\u5269\u4f59\u5b9e\u9a8c\u9884\u6d4b\u5e76\u53cd\u9988\uff0c\u5728\u6b64\u57fa\u7840\u4e4b\u4e0a\uff0c\u673a\u5668\u4eba\u4f1a\u4f18\u5148\u9009\u62e9\u5b83\u8ba4\u4e3a\u6700\u6709\u53ef\u80fd\u4ea7\u751f\u5316\u5b66\u53cd\u5e94\u7684100\u4e2a\u5b9e\u9a8c\u5f00\u59cb\u7b2c\u4e8c\u6b21\u5c1d\u8bd5\u3002\u6bcf\u5b8c\u6210100\u4e2a\u5b9e\u9a8c\u91c7\u6837\uff0c\u673a\u5668\u4eba\u90fd\u4f1a\u81ea\u52a8\u66f4\u65b0\u81ea\u5df1\u7684\u6570\u636e\u5e93\u5e76\u4f7f\u7528\u7b97\u6cd5\u91cd\u65b0\u5b66\u4e60\uff0c\u5728\u91cd\u65b0\u8bc4\u4f30\u5269\u4f59\u7684\u53cd\u5e94\u540e\u7ee7\u7eed100\u4e2a\u65b0\u7684\u5c1d\u8bd5\uff0c\u76f4\u5230\u5b8c\u6210\u6307\u5b9a\u6570\u91cf\u7684\u5b9e\u9a8c\u6216\u662f\u5b83\u5224\u65ad\u5269\u4f59\u5b9e\u9a8c\u4e0d\u4f1a\u4ea7\u751f\u5316\u5b66\u53cd\u5e94\u4e3a\u6b62\u3002\u6700\u7ec8\u7684\u7ed3\u679c\u662f\u673a\u5668\u4eba\u6bcf\u6b21\u90fd\u80fd\u4ece\u4f59\u4e0b\u5b9e\u9a8c\u4e2d\u6311\u9009\u51fa\u66f4\u5177\u53cd\u5e94\u6d3b\u6027\u7684\u5316\u5b66\u7269\u8d28\u7ec4\u5408\u8fdb\u884c\u63a2\u7d22\uff0c\u5e76\u4e14\u6bcf\u4e00\u6b21\u9884\u6d4b\u7684\u51c6\u786e\u7387\u90fd\u80fd\u4fdd\u6301\u572880%\u4ee5\u4e0a\u3002\u901a\u8fc7\u50cf\u4eba\u4e00\u6837\u201c\u4e09\u601d\u800c\u540e\u884c\u201d\u7684\u5de5\u4f5c\u6a21\u5f0f\uff0c\u673a\u5668\u4eba\u8fd8\u53d1\u73b0\u4e86\u4e00\u4e9b\u524d\u6240\u672a\u6709\u7684\u53cd\u5e94\u7c7b\u578b\u548c\u5206\u5b50\uff08\u56fe4\uff09\u3002<\/span><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress7-1533787094.jpeg\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 16px;color: rgb(136, 136, 136);\">\u56fe3. \u673a\u5668\u4eba\u201c\u5316\u5b66\u5bb6\u201d\u63a2\u7d22\u591a\u7ec4\u5206\u53cd\u5e94\u3002\u56fe\u7247\u6765\u6e90\uff1a<em>Nature<\/em><\/span><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><br  \/><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress6-1533787095.jpeg\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 16px;color: rgb(136, 136, 136);\">\u56fe4. \u673a\u5668\u4eba\u201c\u5316\u5b66\u5bb6\u201d\u53d1\u73b0\u65b0\u53cd\u5e94\u548c\u65b0\u5206\u5b50\u3002\u56fe\u7247\u6765\u6e90\uff1a<em>Nature<\/em><\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u9664\u4e86\u80fd\u50cf\u4eba\u7c7b\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\uff0c\u673a\u5668\u4eba\u8fd8\u53ef\u4ee5\u5e72\u4e00\u4e9b\u5316\u5b66\u5bb6\u4eec\u529b\u4e0d\u80fd\u53ca\u7684\u6d3b\u2014\u2014\u9884\u6d4b\u5316\u5b66\u53cd\u5e94\u7684\u4ea7\u7387\u3002\u7814\u7a76\u4eba\u5458\u4e3a\u673a\u5668\u4eba\u589e\u6dfb\u4e86\u4e00\u79cd<strong>\u795e\u7ecf\u7f51\u7edc<\/strong>\uff08neural network\uff09\u7b97\u6cd5\uff0c\u4ecd\u7136\u4f7f\u7528\u4e0e\u5316\u5b66\u65e0\u5173\u7684\u201c\u6570\u5b57\u5316\u201d\u6570\u636e\u6765\u63cf\u8ff05760\u4e2aSuzuki-Miyaura\u5076\u8054\u53cd\u5e94\uff08\u56fe5a\uff09\uff0c\u795e\u7ecf\u7f51\u7edc\u5bf9\u5176\u4e2d\u76843456\u4e2a\u5b9e\u9a8c\u8fdb\u884c\u5b66\u4e60\u540e\uff08\u56fe5a\uff09\uff0c\u53ef\u4ee5\u5bf9\u5176\u4f592304\u4e2aSuzuki-Miyaura\u5076\u8054\u53cd\u5e94\u7684\u4ea7\u7387\u8fdb\u884c\u51c6\u786e\u9884\u6d4b\uff0c\u6807\u51c6\u8bef\u5dee\u4ec5\u4e3a11%\uff08\u56fe5b\uff09\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u8fd9\u79cd\u7a0b\u5ea6\u7684\u6210\u529f\u5e76\u4e0d\u80fd\u8ba9\u673a\u5668\u4eba\u201c\u5316\u5b66\u5bb6\u201d\u80cc\u540e\u7684\u5316\u5b66\u5bb6\u6ee1\u8db3\uff0c\u56e0\u4e3a\u5927\u91cf\u7684\u6570\u636e\u5f80\u5f80\u9700\u8981\u5927\u91cf\u7684\u5b9e\u9a8c\u6765\u652f\u6491\uff0c\u5373\u4f7f\u4f7f\u7528\u9ad8\u901a\u91cf\u81ea\u52a8\u5316\u53cd\u5e94\u7cfb\u7edf\uff0c\u4f9d\u7136\u4f1a\u8017\u8d39\u4e0d\u5c11\u7684\u8d44\u6e90\u3002\u663e\u7136\uff0c\u5982\u4f55\u501f\u9274\u5c11\u91cf\u7684\u5b9e\u9a8c\u6570\u636e\u6765\u5feb\u901f\u627e\u51fa\u9ad8\u4ea7\u7387\u7684\u5316\u5b66\u53cd\u5e94\u624d\u662f\u771f\u6b63\u7684\u5236\u80dc\u4e4b\u9053\u3002\u968f\u673a\u6311\u9009\u4e86576\u4e2a\u5076\u8054\u53cd\u5e94\u8fdb\u884c\u5b66\u4e60\u540e\uff0c\u673a\u5668\u4eba\u5316\u5b66\u5bb6\u5728\u4f59\u4e0b\u53cd\u5e94\u4e2d\u9009\u62e9\u4e86\u524d100\u540d\u9884\u6d4b\u80fd\u83b7\u5f97\u9ad8\u4ea7\u7387\u7684\u5076\u8054\u5b9e\u9a8c\u5f00\u5c55\u6d4b\u8bd5\uff0c\u521d\u6b65\u7684\u7ed3\u679c\u8868\u660e\u8fd9\u4e9b\u53cd\u5e94\u7684\u771f\u5b9e\u5e73\u5747\u4ea7\u7387\u5e76\u4e0d\u9ad8\uff0c\u53ea\u670939%\uff0c\u9884\u6d4b\u8bef\u5dee\u4e5f\u8f83\u5927\uff0827%\uff09\uff08\u56fe5c\uff0cyellow\uff09\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u5bfc\u5165\u8fd9100\u4e2a\u65b0\u6570\u636e\u5e76\u91cd\u65b0\u8fdb\u884c\u673a\u5668\u5b66\u4e60\u4e4b\u540e\uff0c\u673a\u5668\u4eba\u7684\u9884\u6d4b\u6c34\u5e73\u6709\u4e86\u5927\u5e45\u5ea6\u63d0\u5347\uff0c\u5b83\u5728\u5269\u4f59\u53cd\u5e94\u4e2d\u6311\u9009\u7684\u524d100\u540d\u51c6\u9ad8\u4ea7\u53cd\u5e94\u7684\u771f\u5b9e\u5e73\u5747\u4ea7\u7387\u8fbe\u5230\u4e8685%\uff0c\u9884\u6d4b\u6807\u51c6\u8bef\u5dee\u4ec5\u4e3a14%\u3002\u968f\u7740\u6570\u636e\u7684\u66f4\u65b0\u548c\u4e0d\u65ad\u5730\u5b66\u4e60\uff0c\u673a\u5668\u4eba\u4e0d\u4ec5\u80fd\u5728\u968f\u540e\u7684\u6bcf\u4e00\u6b21\u9884\u6d4b\u4e2d\u4fdd\u6301\u9ad8\u6c34\u51c6\uff0c\u8fd8\u603b\u80fd\u4ece\u4f59\u4e0b\u5b9e\u9a8c\u4e2d\u4f18\u5148\u627e\u51fa\u771f\u5b9e\u4ea7\u7387\u76f8\u5bf9\u9ad8\u7684\u53cd\u5e94\uff08\u56fe5c\uff0cgreen\uff09\u3002<\/span><\/p>\n<p><img class=\"\"       style=\"\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress3-1533787095.jpeg\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 16px;color: rgb(136, 136, 136);\">\u56fe5. \u673a\u5668\u4eba\u201c\u5316\u5b66\u5bb6\u201d\u9884\u6d4bSuzuki-Miyaura\u53cd\u5e94\u7684\u4ea7\u7387\u3002\u56fe\u7247\u6765\u6e90\uff1a<em>Nature<\/em><\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u5728\u63a5\u53d7\u91c7\u8bbf\u65f6\uff0c\u9886\u5bfc\u8fd9\u9879\u7814\u7a76\u7684Leroy&nbsp;Cronin\u6559\u6388\u900f\u9732\uff0c\u8fd9\u9879\u5de5\u4f5c\u4e2d\u7684\u673a\u5668\u4eba\u6700\u521d\u6765\u6e90\u4e8e\u4e00\u4e2a\u63a2\u7d22\u751f\u547d\u8d77\u6e90\u7684\u7814\u7a76\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5c31\u662f\u7b2c\u4e00\u4e2a\u53ef\u4ee5\u7ec4\u88c5\u3001\u590d\u5236\u548c\u8fdb\u5316\u7684\u5206\u5b50\u662f\u5982\u4f55\u4ece\u65e0\u673a\u7269\u8d28\u751f\u6210\u7684\u3002\u4e3a\u4e86\u627e\u51fa\u7b54\u6848\uff0c\u4ed6\u4eec\u5f00\u53d1\u4e86\u4e00\u4e2a\u5316\u5b66\u641c\u7d22\u5f15\u64ce\uff0c\u8bd5\u56fe\u901a\u8fc7\u7b80\u5355\u7684\u5206\u5b50\u5236\u9020\u66f4\u590d\u6742\u7684\u5206\u5b50\uff0c\u5f53\u83b7\u5f97\u7b2c\u4e00\u4e2a\u7ed3\u679c\u540e\uff0cCronin\u6559\u6388\u610f\u8bc6\u5230\u673a\u5668\u4eba\u8fd8\u53ef\u4ee5\u7528\u4e8e\u66f4\u5b9e\u7528\u7684\u9886\u57df\uff0c\u6bd4\u5982\u53d1\u73b0\u65b0\u7684\u836f\u7269\u548c\u5316\u5b66\u7269\u8d28\u3002\u8c08\u5230AI\u673a\u5668\u4eba\u662f\u5426\u6709\u53ef\u80fd\u53d6\u4ee3\u5316\u5b66\u5bb6\u65f6\uff0cCronin\u6559\u6388\u5219\u8ba4\u4e3a\u6070\u6070\u76f8\u53cd\uff0c\u4eba\u5de5\u667a\u80fd\u673a\u5668\u4eba\u53ea\u662f\u5728\u5e2e\u52a9\u5316\u5b66\u5bb6\u8282\u7ea6\u8111\u529b\u548c\u4f53\u529b\uff0c\u4ee5\u4fdd\u8bc1\u4ed6\u4eec\u80fd\u628a\u66f4\u591a\u7684\u7cbe\u529b\u548c\u65f6\u95f4\u7528\u5728\u601d\u8003\u66f4\u6709\u8da3\u7684\u95ee\u9898\u4e0a\uff0c\u201c\u5f88\u591a\u4eba\u90fd\u5c06\u667a\u80fd\u673a\u5668\u4eba\u8bef\u8ba4\u4e3a\u662f\u4e00\u79cd\u6709\u77e5\u89c9\u7684\u4e1c\u897f\u3002\u4e8b\u5b9e\u4e0a\uff0c\u5b83\u53ea\u4e0d\u8fc7\u662f\u4e00\u79cd\u56de\u5f52\u7b97\u6cd5\u3002\u8bad\u7ec3\uff08\u7b97\u6cd5\uff09\u79bb\u4e0d\u5f00\u5316\u5b66\u5bb6\uff0c\u6ca1\u6709\u4ed6\u4eec\u4e5f\u5c31\u6ca1\u6709\u4eba\u5de5\u667a\u80fd<\/span>\u3002\u201d <span style=\"font-size: 14px;\"><sup>[1]<\/sup><\/span><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\"><br  \/><\/span><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u5bf9\u4e8e\u8fd9\u6b3e\u5347\u7ea7\u7248\u7684\u673a\u5668\u4eba\uff0cCronin\u6559\u6388\u81ea\u4fe1\u5730\u8868\u793a\uff0c\u5b83\u5728\u67d0\u4e9b\u65b9\u9762\u6bd4DeepMind\u5f00\u53d1\u7684\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\uff08AlphaGo\u7b49\uff09\u66f4\u597d\u3002\u201c\u8fd9\u5e76\u4e0d\u662f\u8bf4DeepMind\u4e0d\u597d\uff0c\u81f3\u5c11\u5728\u7b97\u6cd5\u548c\u865a\u62df\u65b9\u9762\uff0c\u6211\u4eec\u7684\u673a\u5668\u4eba\u8868\u73b0\u66f4\u51fa\u8272\uff0c\u56e0\u4e3a\u5b83\u53ef\u4ee5\u72ec\u7acb\u81ea\u4e3b\u5730\u53d1\u73b0\u4e00\u4e9b\u4eba\u4eec\u65e0\u6cd5\u9884\u6599\u7684\u65b0\u4e1c\u897f\uff0c\u5b83\u5411\u4eba\u4eec\u5c55\u793a\u4e86\u81ea\u5df1\u7684\u6d1e\u5bdf\u529b\u548c\u521b\u9020\u529b<span style=\"text-align: justify;\">\u3002\u201d&nbsp;<\/span><span style=\"text-align: justify;font-size: 14px;\"><sup>[1]<\/sup><\/span> Cronin\u6559\u6388\u5341\u5206\u671f\u5f85\u5728\u672a\u6765\u67d0\u4e00\u5929\uff0c\u4ed6\u4eec\u7684\u673a\u5668\u4eba\u53ef\u4ee5\u548c\u4e16\u754c\u4e0a\u6700\u597d\u7684\u6709\u673a\u5316\u5b66\u5bb6\u6765\u4e00\u573a\u6bd4\u8d5b\uff0c\u5c31\u50cfAlphaGo\u4e0e\u56f4\u68cb\u5927\u5e08\u4eec\u7684\u4eba\u673a\u5927\u6218\u4e00\u6837\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: center;line-height: 1.75em;\"><span style=\"color: rgb(33, 127, 188);\"><strong><span style=\"font-size: 18px;\">\u603b\u7ed3<\/span><\/strong><\/span><\/p>\n<p style=\"line-height: normal;\"><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 18px;\">\u4eba\u7c7b\u7684\u65f6\u95f4\u662f\u6709\u9650\u7684\uff0c\u4f60\u4e0d\u80fd\u6307\u671b\u79d1\u5b66\u5bb6\u628a\u4e00\u6574\u5929\u7684\u529f\u592b\u90fd\u82b1\u5728\u5bf9\u65b0\u4e8b\u7269\u7684\u63a2\u7d22\u4e0a\u3002\u800c\u73b0\u5728\uff0c\u673a\u5668\u4eba\u53ef\u4ee5\u505a\u7684\u66f4\u591a\uff0c\u9664\u4e86\u673a\u68b0\u5730\u6267\u884c\u547d\u4ee4\u8fdb\u884c\u5b9e\u9a8c\u64cd\u4f5c\u5916\uff0c\u5b83\u4eec\u8fd8\u53ef\u4ee5\u50cf\u4eba\u7c7b\u4e00\u6837\u8fdb\u884c\u601d\u8003\u3002\u4ee5\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u4e3a\u57fa\u7840\uff0c\u4eba\u4eec\u65e0\u9700\u63d0\u53d6\u5316\u5b66\u4fe1\u606f\uff0c\u4e5f\u65e0\u9700\u4efb\u4f55\u5316\u5b66\u77e5\u8bc6\uff0c\u4ec5\u4ec5\u901a\u8fc7\u65e0\u5173\u5316\u5b66\u7684\u6570\u5b57\u5316\u6570\u636e\u5b66\u4e60\uff0c\u673a\u5668\u4eba\u5c31\u80fd\u4ee5\u81ea\u5df1\u7684\u65b9\u5f0f\u53d1\u73b0\u5316\u5b66\u53cd\u5e94\u80cc\u540e\u7684\u89c4\u5f8b\u3002\u901a\u8fc7\u5b9e\u65f6\u63a2\u7d22\u5316\u5b66\u7a7a\u95f4\uff0c\u5b83\u53ef\u4ee5\u5e2e\u52a9\u5316\u5b66\u5bb6\u63a2\u5bfb\u51fa\u66f4\u591a\u3001\u66f4\u6709\u7528\u7684\u5206\u5b50\u548c\u53cd\u5e94\uff0c\u53ef\u4ee5\u8ba9\u836f\u7269\u7814\u53d1\u8fc7\u7a0b\u964d\u4f4e\u6210\u672c\u3001\u7f29\u77ed\u65f6\u95f4\u3001\u51cf\u5c11\u6d6a\u8d39\u3002\u6beb\u65e0\u7591\u95ee\uff0c\u667a\u80fd\u673a\u5668\u4eba\u7684\u51fa\u73b0\u6b63\u8ba9\u5316\u5b66\u53d8\u5f97\u66f4\u7b80\u5355\uff0c\u5e76\u5c06\u4fc3\u8fdb\u5316\u5b66\u8fdb\u5165\u65b0\u7684\u6570\u5b57\u5316\u65f6\u4ee3\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<p><span style=\"font-size: 14px;\">\u539f\u6587\uff08\u626b\u63cf\u6216\u957f\u6309\u4e8c\u7ef4\u7801\uff0c\u8bc6\u522b\u540e\u76f4\u8fbe\u539f\u6587\u9875\u9762\uff09\uff1a<\/span><\/p>\n<p><img class=\"\"       src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress3-1533787095-1.jpeg\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<p><span style=\"font-size: 14px;\">Controlling an organic synthesis robot with machine learning to search for new reactivity<\/span><\/p>\n<p><em><span style=\"font-size: 14px;\">Nature<\/span><\/em><span style=\"font-size: 14px;\">, <strong>2018<\/strong>, <em>559<\/em>, 377, DOI: 10.1038\/s41586-018-0307-8<\/span><\/p>\n<p style=\"line-height: normal;\"><span style=\"font-size: 14px;\"><br  \/><\/span><\/p>\n<p><span style=\"font-size: 14px;\">\u5bfc\u5e08\u4ecb\u7ecd<\/span><\/p>\n<p><span style=\"font-size: 14px;\">Leroy Cronin<\/span><\/p>\n<p><span style=\"font-size: 14px;\">http:\/\/www.x-mol.com\/university\/faculty\/48462<\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 14px;\">\u53c2\u8003\u8d44\u6599\uff1a<\/span><\/p>\n<p style=\"text-align: justify;line-height: 1.75em;\"><span style=\"font-size: 14px;\">1.https:\/\/www.wired.co.uk\/article\/robot-chemist-life-on-earth<\/span><\/p>\n<p><br  \/><\/p>\n<section style=\"white-space: normal;\">\n<section class=\"Powered-by-XIUMI V5\" >\n<section class=\"\">\n<section class=\"\">\n<p style=\"text-align: center;\"><img class=\"\"       src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress1-1533787095.jpeg\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<p style=\"white-space: normal;line-height: 25.6px;text-align: center;\"><img      style=\"font-size: 18px;background-color: rgb(255, 255, 255);line-height: 25.6px;width: 556px;\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress7-1533787095.png\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<section style=\"white-space: normal;background-color: rgb(255, 255, 255);box-sizing: border-box;\">\n<section class=\"Powered-by-XIUMI V5\"  style=\"box-sizing: border-box;\">\n<section class=\"\" style=\"margin-top: 10px;margin-bottom: 10px;box-sizing: border-box;\">\n<section class=\"\" style=\"height: 16px;box-sizing: border-box;\">\n<section style=\"height: 15.9961px;width: 24px;float: left;border-top: 6px solid rgb(9, 158, 206);border-left: 6px solid rgb(9, 158, 206);border-right-color: rgb(9, 158, 206);border-bottom-color: rgb(9, 158, 206);box-sizing: border-box;\"><\/section>\n<section style=\"height: 15.9961px;width: 24px;float: right;border-top: 6px solid rgb(9, 158, 206);border-right: 6px solid rgb(9, 158, 206);border-bottom-color: rgb(9, 158, 206);border-left-color: rgb(9, 158, 206);box-sizing: border-box;\"><\/section>\n<section style=\"display: inline-block;color: transparent;clear: both;box-sizing: border-box;\"><\/section>\n<\/section>\n<section class=\"\" style=\"margin: -13px 3px;padding: 12px;border-width: 1px;border-style: solid;border-color: rgb(9, 158, 206);border-radius: 6px;word-wrap: break-word;box-sizing: border-box;\">\n<section class=\"Powered-by-XIUMI V5\"  style=\"box-sizing: border-box;\">\n<section class=\"\" style=\"box-sizing: border-box;\">\n<section class=\"\" style=\"box-sizing: border-box;\">\n<p style=\"box-sizing: border-box;\"><span style=\"font-size: 18px;\">\u672c\u6587\u7248\u6743\u5c5e\u4e8e<span style=\"color: rgb(9, 158, 206);box-sizing: border-box;\"><strong style=\"box-sizing: border-box;\">X-MOL<\/strong><\/span>\uff08x-mol.com\uff09\uff0c\u672a\u7ecf\u8bb8\u53ef\u8c22\u7edd\u8f6c\u8f7d\uff01\u6b22\u8fce\u8bfb\u8005\u670b\u53cb\u4eec\u5206\u4eab\u5230\u670b\u53cb\u5708or\u5fae\u535a\uff01<\/span><\/p>\n<p style=\"box-sizing: 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border-box;\"><\/section>\n<section style=\"height: 15.9961px;width: 24px;float: right;border-bottom: 6px solid rgb(9, 158, 206);border-right: 6px solid rgb(9, 158, 206);border-top-color: rgb(9, 158, 206);border-left-color: rgb(9, 158, 206);box-sizing: border-box;\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"white-space: normal;\">\n<section >\n<section>\n<section>\n<section>\n<section >\n<section>\n<section>\n<p style=\"text-align: center;\"><br  \/><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"white-space: normal;line-height: 25.6px;font-size: 18.018px;max-width: 100%;min-height: 1em;color: rgb(62, 62, 62);background-color: rgb(255, 255, 255);box-sizing: border-box !important;word-wrap: break-word !important;\"><span style=\"max-width: 100%;color: rgb(0, 0, 0);font-size: 18px;box-sizing: border-box !important;word-wrap: break-word !important;\">\u70b9\u51fb\u201c<span 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!important;word-wrap: break-word !important;width: auto !important;visibility: visible !important;\" src=\"http:\/\/www.05921.net\/wp-content\/uploads\/2018\/08\/beepress3-1533787095.gif\" alt=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\" title=\"\u4e09\u601d\u800c\u540e\u884c\uff01Nature\u62a5\u9053\u50cf\u5316\u5b66\u5bb6\u4e00\u6837\u63a2\u7d22\u65b0\u53cd\u5e94\u7684\u201cAI\u201d\u673a\u5668\u4eba\"  \/><\/p>\n<blockquote class='keep-source'>\n<p>\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff1a                         X\u4e00MOL\u8d44\u8baf                      <\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u200d\u200d\u200d 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