{"id":229473,"date":"2021-11-10T06:30:08","date_gmt":"2021-11-09T22:30:08","guid":{"rendered":"\/\/m.iemloyee.com\/?p=229473"},"modified":"2021-11-09T17:46:27","modified_gmt":"2021-11-09T09:46:27","slug":"%e4%b8%ad%e5%8d%97%e5%a4%a7%e5%ad%a6%e5%bc%a0%e5%88%a9%e5%86%9b%e3%80%81%e5%88%98%e7%a5%96%e9%93%adapm-%e4%b8%80%e7%a7%8d%e6%96%b0%e5%9e%8b%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e5%8a%a0%e9%80%9f","status":"publish","type":"post","link":"\/\/m.iemloyee.com\/?p=229473","title":{"rendered":"\u4e2d\u5357\u5927\u5b66\u5f20\u5229\u519b\u3001\u5218\u7956\u94edAPM: \u4e00\u79cd\u65b0\u578b\u673a\u5668\u5b66\u4e60\u52a0\u901f\u7684\u5206\u5e03\u5f0f\u4efb\u52a1\u7ba1\u7406\u7cfb\u7edf(Malac-Distmas) \u53ca\u5176\u5728\u9ad8\u901a\u91cfCALPHAD\u8ba1\u7b97\u4e2d\u7684\u5e94\u7528"},"content":{"rendered":"

\"\"<\/p>\n

\u7b2c\u4e00\u4f5c\u8005\uff1a\u9ad8\u5efa\u5b9d<\/p>\n

\u901a\u8baf\u4f5c\u8005\uff1a\u5f20\u5229\u519b*\uff0c\u5218\u7956\u94ed**<\/p>\n

\u5355\u4f4d\uff1a\u4e2d\u5357\u5927\u5b66<\/p>\n

01 <\/b><\/strong>\u7814\u7a76\u80cc\u666f<\/b><\/strong><\/p>\n

CALPHAD\u00a0(CALculation of PHAse Diagrams) \u8ba1\u7b97\u4f5c\u4e3a\u96c6\u6210\u8ba1\u7b97\u6750\u6599\u5de5\u7a0b\u548c\u6750\u6599\u57fa\u56e0\u5de5\u7a0b\u7684\u91cd\u8981\u7ec4\u6210\uff0c\u53ef\u7528\u4e8e\u9ad8\u6027\u80fd\u5408\u91d1\u7684\u9ad8\u6548\u8bbe\u8ba1\uff0c\u6781\u5927\u5730\u7f29\u77ed\u5176\u7814\u53d1\u65f6\u95f4\u548c\u7814\u53d1\u6210\u672c\u3002\u5f53\u524d\uff0cCALPHAD\u65b9\u6cd5\u5df2\u6210\u529f\u5e94\u7528\u4e8e\u8d85\u9ad8\u5f3a\u4e0d\u9508\u94a2\u3001\u9ad8\u6027\u80fd\u94dd\u5408\u91d1\u3001\u9541\u5408\u91d1\u3001\u9ad8\u71b5\u5408\u91d1\u3001\u9ad8\u6e29\u5408\u91d1\u7b49\u4e0d\u540c\u5408\u91d1\u7684\u9ad8\u6548\u8bbe\u8ba1\u3002\u4e3a\u4e86\u8fdb\u4e00\u6b65\u6709\u6548\u63a2\u7d22\u591a\u5143\u5408\u91d1\u4f53\u7cfb\u4e2d\u66f4\u52a0\u5bbd\u5e7f\u7684\u6210\u5206\u548c\u5fae\u89c2\u7ed3\u6784\u7a7a\u95f4\uff0c\u8fdb\u884c\u9ad8\u901a\u91cfCALPHAD\u8ba1\u7b97\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u7136\u800c\uff0c\u76ee\u524d\u7684CALPHAD \u8f6f\u4ef6\u4ec5\u652f\u6301\u968f\u5355\u4e00\u53d8\u91cf\u6216\u53cc\u53d8\u91cf\u53d8\u5316\u7684\u5c0f\u6279\u91cf\u8ba1\u7b97\u6280\u672f\uff0c\u4e14\u7a0b\u5e8f\u5f02\u5e38\u5904\u7406\u673a\u5236\u4e0d\u5b8c\u5584\uff0c\u5927\u89c4\u6a21\u7684\u8ba1\u7b97\u7ed3\u679c\u540e\u5904\u7406\u56f0\u96be\u3002\u56e0\u6b64\uff0c\u5f00\u53d1\u9ad8\u6548\u7684\u968f\u591a\u53d8\u91cf\u53d8\u5316\u9ad8\u901a\u91cf\u8ba1\u7b97\u6280\u672f\u548c\u6570\u636e\u7ba1\u7406\u81f3\u5173\u91cd\u8981\u3002<\/p>\n

02 <\/b><\/strong>\u6587\u7ae0\u7b80\u4ecb<\/b><\/strong><\/p>\n

\u8fd1\u65e5\uff0c\u6765\u81ea\u4e2d\u5357\u5927\u5b66\u7684\u5f20\u5229\u519b\u6559\u6388\u3001\u5218\u7956\u94ed\u6559\u6388\u4e0e\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u5b8b\u6ce2\u6559\u6388\u5408\u4f5c\uff0c\u5728Advanced Powder Materials\u4e0a\u53d1\u8868\u9898\u4e3a\u201cA machine learning accelerated distributed task management system (Malac-Distmas) and its application in high-throughput CALPHAD computations aiming at efficient alloy design\u201d\u7684\u6587\u7ae0\u3002\u8be5\u6587\u7ae0\u5f00\u53d1\u4e86\u4e00\u79cd\u65b0\u578b\u673a\u5668\u5b66\u4e60\u52a0\u901f\u7684\u5206\u5e03\u5f0f\u4efb\u52a1\u7ba1\u7406\u7cfb\u7edf (Malac-Distmas)\uff0c\u80fd\u8026\u5408SQL\u9a71\u52a8\u7684\u6570\u636e\u5e93\u5f15\u64ce\u5b9e\u73b0\u9ad8\u6548\u6570\u636e\u7ba1\u7406\uff0c\u5e76\u901a\u8fc7\u8026\u5408\u4e0d\u540c\u7684CALPHAD\u8f6f\u4ef6\u5b9e\u73b0\u4e86\u9ad8\u901a\u91cfCALPHAD\u00a0\u8ba1\u7b97\uff0c\u4e3a\u9ad8\u6548\u7684\u5408\u91d1\u8bbe\u8ba1\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n

03 <\/b><\/strong>\u672c\u6587\u8981\u70b9<\/b><\/strong><\/p>\n

\u8981\u70b9\u4e00<\/b><\/strong>\uff1a\u91c7\u7528\u5206\u5e03\u5f0f\u4efb\u52a1\u7ba1\u7406\u7cfb\u7edf\uff0c\u7ed3\u5408SQL\u9a71\u52a8\u7684\u6570\u636e\u5e93\u5f15\u64ce\u548c\u8ba1\u7b97\u8f6f\u4ef6\u5b9e\u73b0\u9ad8\u901a\u91cfCALPHAD\u8ba1\u7b97<\/p>\n

\"\"<\/p>\n

\u56fe1.\u00a0\u5178\u578b\u5206\u5e03\u5f0f\u8ba1\u7b97\u7684\u793a\u610f\u56fe<\/p>\n

\u8981\u70b9\u4e8c<\/b><\/strong>\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60(\u4eba\u5de5\u795e\u7ecf\u7f51\u7edc)\u589e\u5bc6\u8ba1\u7b97\u6765\u8fdb\u4e00\u6b65\u63d0\u9ad8\u9ad8\u901a\u91cf\u8ba1\u7b97\u6548\u7387<\/p>\n

\"\"<\/b><\/strong><\/p>\n

\u56fe2. \u4eba\u5de5\u795e\u7ecf\u7f51\u7edc\u8fdb\u884c\u6570\u636e\u589e\u5bc6\u7684\u793a\u610f\u56fe<\/p>\n

\"\"<\/b><\/strong><\/p>\n

\u56fe3. \u673a\u5668\u5b66\u4e60\u52a0\u901f\u5206\u5e03\u5f0f\u4efb\u52a1\u7ba1\u7406\u7cfb\u7edf (Malac-Distmas)\u7684\u6846\u67b6\u56fe<\/p>\n

\u8981\u70b9\u4e09<\/b><\/strong>\uff1a\u901a\u8fc7Malac-Distmas\u8026\u5408\u5404\u79cdCALPHAD\u8f6f\u4ef6\uff0c\u5f00\u5c55\u4e86\u5409\u5e03\u65af\u81ea\u7531\u80fd\u3001\u76f8\u56fe\u3001\u5e0c\u5c14\u51dd\u56fa\u6a21\u62df\u3001\u70ed\u529b\u5b66\u6027\u8d28\u56fe\u3001\u5404\u79cd\u70ed\u7269\u7406\u6027\u8d28\u3001\u6269\u6563\u6a21\u62df\u548c\u65f6\u6548\u6790\u51fa\u8fc7\u7a0b\u6a21\u62df\u7684\u9ad8\u901a\u91cf\u8ba1\u7b97\/\u6a21\u62df\u3002\u8ba1\u7b97\/\u6a21\u62df\u7ed3\u679c\u5b58\u50a8\u5728SQLite\u683c\u5f0f\u7684\u6570\u636e\u5e93\u4e2d\uff0c\u51cf\u5c0f\u5b58\u50a8\u7a7a\u95f4\uff0c\u4fbf\u4e8e\u540e\u7eed\u63d0\u53d6\u548c\u5904\u7406\u3002<\/p>\n

\"\"<\/p>\n

\u56fe4. \u8026\u5408Malac-Distmas\u548c\u5404\u79cdCALPHAD\u8f6f\u4ef6\u5b9e\u73b0\u70ed\u529b\u5b66\u3001\u52a8\u529b\u5b66\u548c\u70ed\u7269\u7406\u7279\u6027\u7684\u9ad8\u901a\u91cf\u8ba1\u7b97\/\u6a21\u62df\u5c55\u793a<\/p>\n

04 <\/b><\/strong>\u7ed3\u8bba<\/b><\/strong><\/p>\n

\u8fd9\u9879\u5de5\u4f5c\u5f00\u53d1\u4e86\u4e00\u4e2a\u673a\u5668\u5b66\u4e60\u52a0\u901f\u7684\u5206\u5e03\u5f0f\u4efb\u52a1\u7ba1\u7406\u7cfb\u7edf\uff08Malac-Distmas\uff09\uff0c\u8be5\u7cfb\u7edf\u4e0eSQL\u9a71\u52a8\u7684\u6570\u636e\u5e93\u5f15\u64ce\u548cCALPHAD\u8f6f\u4ef6\u76f8\u7ed3\u5408\uff0c\u5b9e\u73b0\u4e86\u70ed\u529b\u5b66\u3001\u52a8\u529b\u5b66\u548c\u70ed\u7269\u7406\u7279\u6027\u7684\u9ad8\u901a\u91cf\u8ba1\u7b97\/\u6a21\u62df\u3002\u6b64\u5916\uff0c\u5728Malac-Distmas\u4e2d\u5d4c\u5165\u4e86\u673a\u5668\u5b66\u4e60\uff0c\u7528\u4e8e\u589e\u5bc6\u8f93\u51fa\u6570\u636e\uff0c\u51cf\u5c11\u4e86\u8ba1\u7b97\u91cf\u548c\u5b58\u50a8\u91cf\uff0c\u4ece\u800c\u8fdb\u4e00\u6b65\u52a0\u901f\u9ad8\u901a\u91cf\u8ba1\u7b97\u3002<\/p>\n

\u8be5\u5de5\u4f5c\u4e3a\u5b9e\u73b0\u9ad8\u901a\u91cf\u8ba1\u7b97\u548c\u6570\u636e\u5b58\u50a8\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6709\u6548\u7684\u7b56\u7565\u3002Malac-Distmas\u5e76\u4e0d\u5c40\u9650\u4e8e\u5b9e\u73b0\u70ed\u529b\u5b66\u3001\u52a8\u529b\u5b66\u548c\u70ed\u7269\u7406\u6027\u8d28\u7684\u9ad8\u901a\u91cf\u8ba1\u7b97\uff0c\u8fd8\u80fd\u4e0e\u4efb\u4f55\u63d0\u4f9b\u5916\u63a5\u8c03\u7528\u7684\u8ba1\u7b97\u8f6f\u4ef6\/\u4ee3\u7801\u8fdb\u884c\u8026\u5408\uff0c\u5b9e\u73b0\u4e0d\u540c\u7c7b\u578b\u7684\u9ad8\u901a\u91cf\u8ba1\u7b97\/\u6a21\u62df\u3002<\/p>\n

05 <\/b><\/strong>\u901a\u8baf\u4f5c\u8005\u7b80\u4ecb<\/b><\/strong><\/p>\n

\u5f20\u5229\u519b\uff0c\u535a\u58eb\uff0c\u4e2d\u5357\u5927\u5b66\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u5fb7\u56fd\u201c\u6d2a\u5821\u5b66\u8005\u201d\u3001\u6e56\u5357\u7701\u6e56\u6e58\u9752\u5e74\u82f1\u624d\u3001\u6e56\u5357\u7701\u6770\u51fa\u9752\u5e74\u57fa\u91d1\u83b7\u5f97\u8005\u3002\u4e3b\u8981\u4ece\u4e8b\u8ba1\u7b97\u70ed\u3001\u52a8\u529b\u5b66\u53ca\u5176\u9a71\u52a8\u7684\u6750\u6599\u8bbe\u8ba1\u4e0e\u5236\u5907\u9886\u57df\u7814\u7a76\u5de5\u4f5c\u3002\u8fd1\u5e74\u6765\u4e3b\u6301\u56fd\u5bb6\u7ea7\u7814\u7a76\u9879\u76ee15\u9879\uff0c\u7701\u3001\u6821\u7ea7\u548c\u4f01\u4e1a\u6a2a\u5411\u8bfe\u989810\u4f59\u9879\u3002\u7d2f\u8ba1\u5728npj Computational Materials<\/i><\/em>\u3001Acta Materiali<\/i><\/em>a\u7b4940\u4f59\u79cd\u6750\u6599\u9886\u57df\u671f\u520a\u4e0a\u53d1\u8868\u7b2c\u4e00\/\u901a\u8baf\u4f5c\u8005\u8bba\u6587120\u4f59\u7bc7\uff0c\u5728\u56fd\u9645\u4f1a\u8bae\u4e0a\u505a\u5927\u4f1a\u9080\u8bf7\/\u53e3\u5934\u62a5\u544a30\u4f59\u6b21\uff0c\u7ec4\u7ec7\/\u5171\u540c\u7ec4\u7ec7\u91cd\u8981\u56fd\u9645\u4f1a\u8bae3\u6b21\u3001\u56fd\u5185\u4f1a\u8bae5\u6b21\u3002\u4f5c\u4e3a\u4e3b\u7f16\u5728\u745e\u58eb\u51fa\u7248\u4e13\u84571\u672c\uff0c\u51fa\u7248\u4e13\u8457\u7ae0\u82823\u90e8\u3002\u5df2\u6388\u6743\u4e2d\u56fd\u53d1\u660e\u4e13\u52292\u9879\u3001\u4e2d\u56fd\u8f6f\u4ef6\u8457\u4f5c\u67432\u9879\u3002<\/p>\n

\u5218\u7956\u94ed\uff0c\u535a\u58eb\uff0c\u4e2d\u5357\u5927\u5b66\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u4e2d\u56fd\u5927\u767e\u79d1\u5168\u4e66\uff08\u7b2c\u4e09\u7248\uff09\u00b7\u6750\u6599\u5377\u548c\u77ff\u4e1a\u5377\u7f16\u59d4\u3002\u4e3b\u8981\u4ece\u4e8b\u91d1\u5c5e\u589e\u6750\u5236\u9020\u3001\u822a\u7a7a\u822a\u5929\u7528\u8f7b\u8d28\u9ad8\u5f3a\u7ed3\u6784\u6750\u6599\u7814\u7a76\u548c\u98de\u673a\u7ed3\u6784\u8150\u8680\u635f\u4f24\u7814\u7a76\u3002\u7814\u53d1\u4e86\u65e0\u88c2\u7eb9\u954d\u57fa\u9ad8\u6e29\u5408\u91d1\u548c\u8d85\u5f3a\u9ad8\u5bfc\u94dc\u5408\u91d1\u6fc0\u5149\u589e\u6750\u5236\u9020\u6280\u672f\uff0c\u591a\u5c3a\u5ea6\u7eb3\u7c73\u6c27\u5316\u7269\u5f25\u6563\u5f3a\u5316\u94c1\u57fa\u5408\u91d1\u5236\u5907\u6280\u672f\uff0c\u94dd\u57fa\u975e\u6676\u6001\u5408\u91d1\u5916\u573a\u5e72\u9884\u51dd\u56fa\u65b0\u6280\u672f\u3002\u63d0\u51fa\u7684\u98de\u673a\u8150\u8680\u63a7\u5236\u7cfb\u7edf\u8bbe\u8ba1\u548c\u7ed3\u6784\u76f8\u5bb9\u6027\u8bbe\u8ba1\u601d\u8def\uff0c\u89e3\u51b3\u4e86\u98de\u673a\u7ed3\u6784\u5f02\u7535\u4f4d\u6750\u6599\u8fde\u63a5\u8026\u5408\u5316\u5b66\u529b\u5b66\u635f\u4f24\u95ee\u9898\uff0c\u5efa\u7acb\u4e86\u5b8c\u6574\u7684\u98de\u673a\u8150\u8680\u63a7\u5236\u4f53\u7cfb\u3002\u76f8\u5173\u7814\u7a76\u6210\u679c\u5728Applied Physics Letters \u7b49\u520a\u7269\u53d1\u8868\u8bba\u6587\u3001\u64b0\u5199\u578b\u53f7\u6280\u672f\u6587\u4ef6100\u591a\u7bc7\/\u4efd\uff0c\u51fa\u7248\u4e13\u8457\u591a\u90e8\uff0c\u7533\u8bf7\/\u6388\u6743\u53d1\u660e\u4e13\u522970\u591a\u9879\uff0c\u5176\u4e2dPCT\/\u7f8e\u56fd\u53d1\u660e\u4e13\u522913\u9879\uff0c\u7814\u7a76\u6210\u679c\u5e94\u7528\u4e8e\u591a\u79cd\u578b\u53f7\u98de\u884c\u5668\uff0c\u83b7\u822a\u7a7a\u79d1\u5b66\u6280\u672f\u59564\u9879\u3002<\/p>\n

\u6b22\u8fce\u54a8\u8be2\uff1alijun.zhang@csu.edu.cn<\/u><\/a>\uff1bl<\/u>zm@csu.edu.cn<\/u><\/p>\n

06 <\/b><\/strong>\u6587\u7ae0\u4fe1\u606f<\/b><\/strong><\/p>\n

Jianbao Gao, Jing Zhong, Guangchen Liu, Shenglan Yang, Bo Song, Lijun Zhang, Zuming Liu. A machine learning accelerated distributed task management system (Malac-Distmas) and its application in high-throughput CALPHAD computations aiming at efficient alloy design [J]. Advanced Powder Materials<\/i><\/b><\/em><\/strong>.\u00a0DOI: 10.1016\/j.apmate.2021.09.005<\/p>\n

07 \u671f\u520a\u4fe1\u606f<\/b><\/strong><\/p>\n

\"\"<\/p>\n","protected":false},"excerpt":{"rendered":"

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