{"id":137469,"date":"2018-05-09T14:00:24","date_gmt":"2018-05-09T06:00:24","guid":{"rendered":"\/\/m.iemloyee.com\/?p=137469"},"modified":"2018-05-07T19:58:42","modified_gmt":"2018-05-07T11:58:42","slug":"phys-rev-lett-%ef%bc%9a%e7%94%a8%e4%ba%8e%e6%a3%80%e6%b5%8b%e7%9b%b8%e5%8f%98%e7%9a%84%e5%88%a4%e5%88%ab%e5%bc%8f%e5%90%88%e4%bd%9c%e7%bd%91%e7%bb%9c","status":"publish","type":"post","link":"\/\/m.iemloyee.com\/?p=137469","title":{"rendered":"Phys. Rev. Lett.\uff1a\u7528\u4e8e\u68c0\u6d4b\u76f8\u53d8\u7684\u5224\u522b\u5f0f\u5408\u4f5c\u7f51\u7edc"},"content":{"rendered":"

\u3010\u5f15\u8a00\u3011<\/strong><\/p>\n

\u7269\u8d28\u4e30\u5bcc\u7684\u5b58\u5728\u5f62\u6001\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u6280\u672f\u5728\u8bc6\u522b\u548c\u5f62\u6210\u56fe\u5f62\u7684\u80fd\u529b\uff0c\u53ef\u4f5c\u4e3a\u63ed\u793a\u51dd\u805a\u6001\u7269\u7406\u4e2d\u6d8c\u73b0\u73b0\u8c61\u7684\u4e00\u79cd\u65b0\u65b9\u6cd5\u3002\u5728\u7269\u7406\u5b66\u4e2d\uff0c\u7528\u201c\u76f8\u201d\u6765\u603b\u7ed3\u6750\u6599\u6027\u8d28\u6700\u6709\u6548\u3002\u5f53\u6539\u53d8\u8c03\u8282\u53c2\u6570\uff08\u5982\u6e29\u5ea6\uff09\u65f6\uff0c\u6750\u6599\u6027\u8d28\u53ef\u80fd\u4f1a\u53d1\u751f\u4e0d\u8fde\u7eed\u53d8\u5316\uff0c\u5373\u76f8\u53d8\u3002\u673a\u5668\u5b66\u4e60\u76f8\u53d8\u53ef\u4ece\u76d1\u7763\u5f0f\u548c\u65e0\u76d1\u7763\u4e24\u4e2a\u89d2\u5ea6\u5b9e\u73b0\u3002\u4e24\u8005\u7ed3\u5408\u7684\u6df7\u5408\u65b9\u6cd5\u5728\u8ba1\u7b97\u6210\u672c\u4e0a\u975e\u5e38\u6602\u8d35\uff0c\u4e3a\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u672c\u5de5\u4f5c\u5728\u539f\u6765\u7684\u6df7\u5408\u5f0f\u65b9\u6cd5\u7684\u57fa\u7840\u4e0a\u52a0\u4ee5\u5ef6\u4f38\uff0c\u540c\u65f6\u8bad\u7ec3\u201c\u731c\u6d4b\u8005\u201d\u548c\u201c\u5b66\u4e60\u8005\u201d\uff0c\u5f62\u6210\u4e00\u79cd\u81ea\u52a8\u6a21\u5f0f\u2014\u2014\u5224\u522b\u534f\u540c\u7f51\u7edc\uff08DCNs\uff09\u3002<\/p>\n

\u3010\u6210\u679c\u7b80\u4ecb\u3011<\/strong><\/p>\n

\u745e\u5178\u82cf\u9ece\u4e16\u8054\u90a6\u7406\u5de5\u5b66\u9662\/<\/strong>\u52a0\u62ff\u5927\u820d\u5e03\u9c81\u514b\u5927\u5b66<\/strong>\u7684Ye-Hua Liu<\/strong>\u548c\u7f8e\u56fd\u91cf\u5b50\u4fe1\u606f\u4e0e\u7269\u8d28\u7814\u7a76\u6240<\/strong>\u7684Evert P. L. van Nieuwenburg<\/strong>\u5408\u4f5c\uff0c\u5728Physical Review Letters<\/strong>\u4e0a\u53d1\u8868\u6700\u65b0\u7814\u7a76\u6210\u679c\u201cDiscriminative Cooperative Networks for Detecting Phase Transitions<\/strong>\u201d\u3002\u5bf9\u7269\u8d28\u72b6\u6001\u548c\u76f8\u5e94\u7684\u76f8\u53d8\u8fdb\u884c\u5206\u7c7b\uff0c\u662f\u673a\u5668\u5b66\u4e60\u7684\u4e00\u79cd\u7279\u6b8a\u4efb\u52a1\u3002\u7269\u7406\u6570\u636e\u5e94\u7528\u4e8e\u65b0\u7684\u7b97\u6cd5\u5206\u6790\uff0c\u81f3\u4eca\u5e7f\u4e49\u7684\u8ba1\u7b97\u79d1\u5b66\u8bbe\u7f6e\u4e2d\u4ecd\u672a\u6d89\u53ca\u3002\u8be5\u7bc7\u6587\u7ae0\u7684\u4f5c\u8005\u4ecb\u7ecd\u4e86\u4e00\u79cd\u65e0\u76d1\u7763\u7684\u673a\u5668\u5b66\u4e60\u4f53\u7cfb\uff0c\u7528\u4e8e\u68c0\u6d4b\u5224\u522b\u534f\u540c\u7f51\u7edc\uff08DCNs\uff09\u4e2d\u7684\u76f8\u53d8\u3002\u5728\u8be5\u4f53\u7cfb\u4e0b\uff0c\u731c\u6d4b\u7f51\u7edc\u548c\u5b66\u4e60\u7f51\u7edc\u5408\u4f5c\uff0c\u4ece\u5b8c\u5168\u672a\u6807\u660e\u7684\u6570\u636e\u4e2d\u68c0\u6d4b\u76f8\u53d8\uff0c\u65b0\u7684\u4f53\u7cfb\u8db3\u4ee5\u6709\u6548\u5730\u5904\u7406\u4e8c\u7ef4\u53c2\u6570\u7a7a\u95f4\u7684\u76f8\u56fe\u3002<\/p>\n

\u3010\u56fe\u6587\u5bfc\u8bfb\u3011<\/strong><\/p>\n

\u56fe1\uff1a\u63a8\u8350\u7b97\u6cd5\u7684\u793a\u610f\u56fe\u3002<\/strong><\/p>\n

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(a)DCN\u6a21\u5f0f\u4ece\u6570\u636e\u96c6{(\u03bb\uff0cd(\u03bb))}\u4e2d\u4ec5\u5b66\u4e60\u76f8\u53d8\uff0c\u5176\u4e2d\u03bb\u662f\u8c03\u8282\u53c2\u6570\uff0cd(\u03bb)\u662f\u5bf9\u03bb\u7684\u6d4b\u91cf\u5411\u91cf\uff1b<\/p>\n

(b)DCN\u86c7\uff0c\u84dd\u8272\u5706\u5708\u8868\u793a\u86c7\u7684\u8282\u70b9\uff0c\u7eff\u8272\u7ebf\u8868\u793a\u8282\u70b9\u5904\u7684\u6cd5\u7ebf\u65b9\u5411\uff0c\u793a\u4f8b(\u661f\u578b)\u5728\u6bcf\u4e2a\u8282\u70b9\u7684\u6cd5\u7ebf\u65b9\u5411\u4ea7\u751f\uff0c\u6839\u636e\u79bb\u86c7\u7684\u8ddd\u79bb\u5bf9\u5176\u8d4b\u503c\u4e00\u4e2a\u6807\u7b7e\u3002<\/p>\n

\u56fe2\uff1a\u4f0a\u8f9b\u76f8\u53d8\u7684DCN\u6a21\u5f0f\u3002<\/strong><\/p>\n

\"\"<\/p>\n

(a)\u7531\u4e00\u4e2a\u76f8\u53d8\u70b9\u7684\u8f83\u9ad8\u731c\u6d4b\u5f00\u59cb\uff0c\u731c\u6d4b\u7684\u68af\u5ea6\u63a8\u52a8\u5176\u5411\u4e0b\u79fb\u52a8\uff0c\u7ea2\u7ebf\u6807\u8bb0\u4e86\u51c6\u786e\u7684\u76f8\u53d8\u70b9\uff0c\u7070\u8272\u6807\u5b9a\u4ea7\u751f\u8499\u7279\u5361\u6d1b\u793a\u4f8b\u7684\u6e29\u5ea6\uff1b<\/p>\n

(b)\u5728\u8bad\u7ec3\u7684\u5bbd\u5ea6\u51cf\u5c11\u671f\u95f4\uff0c\u610f\u5473\u7740\u7ed3\u5408\u81ea\u5b66\u4e60\u53ef\u4ee5\u66f4\u660e\u663e\u5730\u533a\u522b\u4e24\u79cd\u76f8\u3002\u4ece\u8f83\u5927\u6676\u683c\u4e2d\u5bf9\u793a\u4f8b\u7684\u8bad\u7ec3\u66f4\u5feb\u4e5f\u66f4\u51c6\u786e\uff1b<\/p>\n

(c)\u5728\u6536\u655b\u7684\u731c\u6d4b\u70b9\u03bbg\u5904\u7684\u6709\u9650\u5c3a\u5bf8\u6548\u5e94\uff0c\u8bef\u5dee\u68d2\u957f\u5ea6\u8868\u793a\u6536\u655b\u5bbd\u5ea6\u3002<\/p>\n

\u56fe3\uff1a\u4e8c\u7ef4\u53c2\u6570\u7a7a\u95f4\u7684DCN\u86c7\u3002<\/strong><\/p>\n

\"\"<\/p>\n

\u5de6\u56fe\u4e3aBose Hubbard\u6a21\u578b\u4e2d\uff0cMott\u7edd\u7f18\u4f53\u5230\u8d85\u6d41\u4f53\u8f6c\u53d8\uff1b<\/p>\n

\u53f3\u56fe\u4e3a\u81ea\u65cb-1\u53cd\u94c1\u78c1\u6d77\u68ee\u5821\u94fe\u7684\u62d3\u6251\u8f6c\u53d8\u3002<\/p>\n

\u3010\u5c0f\u7ed3\u3011<\/strong><\/p>\n

\u672c\u6587\u63d0\u51fa\u4e86\u5224\u522b\u534f\u540c\u7f51\u7edc\u8fd9\u4e00\u65b9\u6cd5\uff0c\u53ef\u4ee5\u81ea\u6d3d\u5730\u627e\u5230\u76f8\u53d8\u70b9\u3002\u8fd9\u4e00\u9ad8\u6548\u6a21\u5f0f\u53ef\u7528\u4e8e\u63a2\u7d22\u4e8c\u7ef4\u53c2\u6570\u7a7a\u95f4\uff0c\u4f5c\u8005\u4f7f\u7528\u4e86\u8ba1\u7b97\u673a\u89c6\u89c9\u4e2d\u7684\u86c7\u6a21\u578b\u3002\u8be5\u65b9\u6cd5\u5b9e\u9645\u4e0a\u548cactor-critic\u6a21\u578b\u76f8\u4f3c\uff0c\u53ef\u4ee5\u589e\u5f3a\u5b66\u4e60\u548c\u5bf9\u7acb\u8bad\u7ec3\u6a21\u5f0f\u3002<\/p>\n

\u6587\u732e\u94fe\u63a5\uff1a<\/strong>Discriminative Cooperative Networks for Detecting Phase Transitions<\/a>\uff08Phys. Rev. Lett.\uff0c2018\uff0cDOI\uff1a10.1103\/PhysRevLett.120.176401\uff09<\/p>\n

\u672c\u6587\u7531\u6750\u6599\u4eba\u7f16\u8f91\u90e8\u8ba1\u7b97\u6750\u6599\u7ec4Isobel\u7f16\u8bd1\u4f9b\u7a3f\uff0c\u6750\u6599\u725b\u6574\u7406\u7f16\u8f91\u3002<\/p>\n

\u6750\u6599\u725b\u7f51\u4e13\u6ce8\u4e8e\u8ddf\u8e2a\u6750\u6599\u9886\u57df\u79d1\u6280\u53ca\u884c\u4e1a\u8fdb\u5c55\uff0c\u5982\u679c\u60a8\u5bf9\u4e8e\u8ddf\u8e2a\u6750\u6599\u9886\u57df\u79d1\u6280\u8fdb\u5c55\uff0c\u89e3\u8bfb\u9ad8\u6c34\u5e73\u6587\u7ae0\u6216\u662f\u8bc4\u8ff0\u884c\u4e1a\u6709\u5174\u8da3\uff0c\u70b9\u6211\u52a0\u5165\u7f16\u8f91\u90e8<\/strong><\/a>\u3002<\/p>\n

\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\u7bb1tougao@cailiaoren.com<\/a>\u3002<\/p>\n

\u6295\u7a3f\u53ca\u5185\u5bb9\u5408\u4f5c\u53ef\u52a0\u7f16\u8f91\u5fae\u4fe1\uff1acailiaokefu\u3002<\/p>\n

\u6750\u6599\u6d4b\u8bd5\u3001\u6570\u636e\u5206\u6790\uff0c\u4e0a<\/strong>\u6d4b\u8bd5\u8c37<\/strong><\/a>\uff01<\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"

\u3010\u5f15\u8a00\u3011 \u7269\u8d28\u4e30\u5bcc\u7684\u5b58\u5728\u5f62\u6001\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u6280\u672f\u5728\u8bc6\u522b\u548c\u5f62\u6210\u56fe\u5f62\u7684\u80fd\u529b\uff0c\u53ef\u4f5c\u4e3a\u63ed\u793a\u51dd\u805a\u6001\u7269\u7406\u4e2d\u6d8c\u73b0\u73b0\u8c61\u7684\u4e00\u79cd\u65b0\u65b9\u6cd5\u3002\u5728\u7269\u7406\u5b66\u4e2d\uff0c\u7528\u201c\u76f8\u201d\u6765\u603b\u7ed3\u6750\u6599\u6027\u8d28\u6700\u6709\u6548\u3002\u5f53\u6539\u53d8…<\/p>\n","protected":false},"author":4765,"featured_media":137472,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[215,2],"tags":[2733,3159],"class_list":["post-137469","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-jiedu","category-keji","tag-2733","tag-3159"],"_links":{"self":[{"href":"\/\/m.iemloyee.com\/index.php?rest_route=\/wp\/v2\/posts\/137469"}],"collection":[{"href":"\/\/m.iemloyee.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"\/\/m.iemloyee.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"\/\/m.iemloyee.com\/index.php?rest_route=\/wp\/v2\/users\/4765"}],"replies":[{"embeddable":true,"href":"\/\/m.iemloyee.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=137469"}],"version-history":[{"count":4,"href":"\/\/m.iemloyee.com\/index.php?rest_route=\/wp\/v2\/posts\/137469\/revisions"}],"predecessor-version":[{"id":137772,"href":"\/\/m.iemloyee.com\/index.php?rest_route=\/wp\/v2\/posts\/137469\/revisions\/137772"}],"wp:featuredmedia":[{"embeddable":true,"href":"\/\/m.iemloyee.com\/index.php?rest_route=\/wp\/v2\/media\/137472"}],"wp:attachment":[{"href":"\/\/m.iemloyee.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=137469"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"\/\/m.iemloyee.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=137469"},{"taxonomy":"post_tag","embeddable":true,"href":"\/\/m.iemloyee.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=137469"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}