{"id":41031,"date":"2024-03-27T16:36:55","date_gmt":"2024-03-27T08:36:55","guid":{"rendered":"http:\/\/www.jdnit.com\/?p=41031"},"modified":"2024-03-27T16:36:55","modified_gmt":"2024-03-27T08:36:55","slug":"%e6%96%b0%e6%9d%90%e6%96%99%e7%a0%94%e5%8f%91%e6%99%ba%e8%83%bd%e5%8c%96%e6%8a%80%e6%9c%af%e5%8f%91%e5%b1%95%e7%a0%94%e7%a9%b6","status":"publish","type":"post","link":"http:\/\/www.jdnit.com\/archives\/41031.html","title":{"rendered":"\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u53d1\u5c55\u7814\u7a76"},"content":{"rendered":"<p>\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u53d1\u5c55\u8fc5\u901f\uff0c\u663e\u8457\u589e\u5f3a\u6750\u6599\u7814\u53d1\u6548\u7387\u53ca\u5de5\u7a0b\u5316\u5e94\u7528\u6c34\u5e73\uff0c\u83b7\u5f97\u56fd\u9645\u6027\u7684\u9ad8\u5ea6\u5173\u6ce8\uff1b\u6211\u56fd\u5728\u6b64\u9886\u57df\u53d1\u5c55\u76f8\u5bf9\u6ede\u540e\uff0c\u57fa\u7840\u8bbe\u65bd\u6761\u4ef6\u9762\u4e34\u7f3a\u53e3\uff0c\u5236\u7ea6\u7740\u65b0\u6750\u6599\u539f\u59cb\u521b\u65b0\u53ca\u4ea7\u4e1a\u53d1\u5c55\u8d28\u91cf\u3002\u672c\u6587\u603b\u7ed3\u4e86\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6d89\u53ca\u7684\u5173\u952e\u6280\u672f\uff0c\u4ece\u6280\u672f\u89d2\u5ea6\u68b3\u7406\u4e86\u56fd\u5185\u5916\u53d1\u5c55\u73b0\u72b6\uff0c\u5206\u6790\u4e86\u6211\u56fd\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u9762\u4e34\u7684\u6311\u6218\uff1b\u9610\u8ff0\u4e86\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u4f53\u7cfb\u6846\u67b6\uff0c\u5305\u62ec\u6750\u6599\u667a\u80fd\u8ba1\u7b97\u8bbe\u8ba1\u6280\u672f\u4e0e\u6838\u5fc3\u8f6f\u4ef6\u3001\u6750\u6599\u81ea\u4e3b \/ \u667a\u80fd\u5b9e\u9a8c\u6280\u672f\u4e0e\u9ad8\u7aef\u88c5\u7f6e\u3001\u6750\u6599\u4eba\u5de5\u667a\u80fd\u57fa\u7840\u7b97\u6cd5\u53ca\u5173\u952e\u6280\u672f\u3001\u6750\u6599\u6570\u5b57\u5b6a\u751f\u3001\u6750\u6599\u667a\u80fd\u5316\u7814\u53d1\u5e73\u53f0\u4e0e\u534f\u540c\u521b\u65b0\u7f51\u7edc\u7b49\u3002\u63d0\u51fa\u4e86\u521b\u65b0\u751f\u6001\u6784\u5efa\u53ca\u4fdd\u969c\u3001\u4ea7\u4e1a\u5316\u53d1\u5c55\u73af\u5883\u3001\u6570\u636e\u5e95\u5ea7\u4e0e\u6807\u51c6\u4f53\u7cfb\u3001\u4eba\u624d\u57f9\u517b\u4e0e\u56fd\u9645\u5408\u4f5c\u65b9\u9762\u7684\u4e3e\u63aa\u5efa\u8bae\uff0c\u4ee5\u671f\u63a8\u52a8\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u4f53\u7cfb\u7684\u53d1\u5c55\u4e0e\u5e94\u7528\u3002<\/p>\n<p class=\"title\"><strong>\u5173\u952e\u8bcd<\/strong><\/p>\n<p class=\"neirong\"><a href=\"http:\/\/www.engineering.org.cn\/ch\/search?searchCategory=all&amp;resourceType=article&amp;searchKeyword=%E6%96%B0%E6%9D%90%E6%96%99\" target=\"_blank\" rel=\"noopener\">\u65b0\u6750\u6599<\/a>\u00a0;\u00a0<a href=\"http:\/\/www.engineering.org.cn\/ch\/search?searchCategory=all&amp;resourceType=article&amp;searchKeyword=%E4%BA%BA%E5%B7%A5%E6%99%BA%E8%83%BD\" target=\"_blank\" rel=\"noopener\">\u4eba\u5de5\u667a\u80fd<\/a>\u00a0;\u00a0<a href=\"http:\/\/www.engineering.org.cn\/ch\/search?searchCategory=all&amp;resourceType=article&amp;searchKeyword=%E8%87%AA%E4%B8%BB%E5%AE%9E%E9%AA%8C\" target=\"_blank\" rel=\"noopener\">\u81ea\u4e3b\u5b9e\u9a8c<\/a>\u00a0;\u00a0<a href=\"http:\/\/www.engineering.org.cn\/ch\/search?searchCategory=all&amp;resourceType=article&amp;searchKeyword=%E6%99%BA%E8%83%BD%E8%AE%A1%E7%AE%97\" target=\"_blank\" rel=\"noopener\">\u667a\u80fd\u8ba1\u7b97<\/a>\u00a0;\u00a0<a href=\"http:\/\/www.engineering.org.cn\/ch\/search?searchCategory=all&amp;resourceType=article&amp;searchKeyword=%E6%9D%90%E6%96%99%E5%A4%A7%E6%95%B0%E6%8D%AE\" target=\"_blank\" rel=\"noopener\">\u6750\u6599\u5927\u6570\u636e<\/a><\/p>\n<p class=\"outline_title\"><strong>\u4e00\u3001 \u524d\u8a00<\/strong><\/p>\n<p>\u65b0\u6750\u6599\u662f\u7ecf\u6d4e\u793e\u4f1a\u53d1\u5c55\u7684\u7269\u8d28\u57fa\u7840\uff0c\u9ad8\u65b0\u6280\u672f\u548c\u9ad8\u7cbe\u5c16\u4ea7\u4e1a\u53d1\u5c55\u7684\u5148\u5bfc\u3002\u53d1\u8fbe\u56fd\u5bb6\u9ad8\u5ea6\u91cd\u89c6\u65b0\u6750\u6599\u7814\u53d1\u548c\u4ea7\u4e1a\u5316\u53d1\u5c55\uff0c\u63d0\u51fa\u4e86\u4e00\u7cfb\u5217\u65e8\u5728\u52a0\u901f\u65b0\u6750\u6599\u53d1\u5c55\u7684\u7814\u7a76\u8ba1\u5212<sup>[<span title=\"Materials genome initiative for global competitiveness  [EBOL]\u200d. 2011-06-15 \u200d[ 2023-04-15 ]\u200d.  http:www\u200d.\u200dmgi\u200d.\u200dgovsitesdefaultfilesdocumentsmaterials_genome_initiative-final\u200d.\u200dpdf#: ~: text=This%20Materials%20Genome%20Initiative%20for%20Global%20Competitiveness%20aims ,   materials%20in% 20 a%20more%20expeditious%20and%20economical%20way\u200d  .\">1<\/span>~<span title=\"The future of manufacturing: A new era of opportunity and challenge for the UK  [EBOL]\u200d. [ 2023-04-15 ]\u200d.  http:assets\u200d.publishing\u200d.service\u200d.gov\u200d.ukgovernmentuploadssystemuploadsattachment_datafile25592213-809-future-manufacturing-project-report\u200d.pdf\u200d .\">6<\/span>]<\/sup>\uff0c\u63a8\u52a8\u4e86\u5927\u6570\u636e\u3001\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u6280\u672f\u5728\u6750\u6599\u9886\u57df\u7684\u5e94\u7528\uff0c\u9010\u6b65\u6784\u5efa\u4e86\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u4f53\u7cfb\uff0c\u6b63\u5728\u5f62\u6210\u6709\u5229\u4e8e\u667a\u80fd\u5316\u5173\u952e\u6280\u672f\u7814\u53d1\u4e0e\u5e94\u7528\u7684\u79d1\u6280\u3001\u793e\u4f1a\u3001\u5e02\u573a\u751f\u6001\u3002\u672a\u67655~10\u5e74\uff0c\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u5c06\u6210\u4e3a\u6750\u6599\u9886\u57df\u4e3b\u8981\u7684\u53d1\u5c55\u6a21\u5f0f\uff0c\u76f8\u5e94\u5173\u952e\u6280\u672f\u53d1\u5c55\u7a0b\u5ea6\u3001\u57fa\u7840\u8bbe\u65bd\u4e0e\u652f\u6491\u5e73\u53f0\u5efa\u8bbe\u6c34\u5e73\u3001\u591a\u5b66\u79d1\u4ea4\u53c9\u7684\u590d\u5408\u578b\u4eba\u624d\u57f9\u517b\u8d28\u91cf\uff0c\u5c06\u51b3\u5b9a\u65b0\u6750\u6599\u9886\u57df\u539f\u59cb\u79d1\u6280\u521b\u65b0\u80fd\u529b\uff0c\u5bf9\u9ad8\u65b0\u6280\u672f\u53d1\u5c55\u4ea7\u751f\u6df1\u8fdc\u5f71\u54cd\u3002<\/p>\n<p>\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u4ee5\u6750\u6599\u5927\u6570\u636e\u4e3a\u57fa\u7840\u3001AI\u4e3a\u6838\u5fc3\uff0c\u878d\u5408\u6750\u6599\u8ba1\u7b97\u8bbe\u8ba1\u548c\u5b9e\u9a8c\u6280\u672f\u4ee5\u5f00\u5c55\u6750\u6599\u9ad8\u7ef4\u7a7a\u95f4\u5168\u5c40\u5bfb\u4f18<sup>[<span title=\"\u8c22\u5efa\u65b0 ,  \u5bbf\u5f66\u4eac ,  \u859b\u5fb7\u6862 ,  \u7b49\u200d  .  \u673a\u5668\u5b66\u4e60\u5728\u6750\u6599\u7814\u53d1\u4e2d\u7684\u5e94\u7528  [J]\u200d.  \u91d1\u5c5e\u5b66\u62a5 ,  2021 ,  57  11 :  1343 \u2012 1361 \u200d.\">7<\/span>]<\/sup>\uff1b\u901a\u8fc7\u6750\u6599\u7814\u53d1 \u2013 \u751f\u4ea7 \u2013 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class=\"outline_title\"><strong>\u4e8c\u3001 \u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u56fd\u9645\u7814\u7a76\u8fdb\u5c55<\/strong><\/p>\n<p class=\"outline_title\">\uff08\u4e00\uff09 \u6750\u6599\u667a\u80fd\u8ba1\u7b97\u8bbe\u8ba1\u6280\u672f\u53ca\u8f6f\u4ef6<\/p>\n<p>\u968f\u7740\u6750\u6599\u8ba1\u7b97\u7406\u8bba\u53ca\u76f8\u5e94\u7b97\u6cd5\u7684\u53d1\u5c55\u3001\u8ba1\u7b97\u673a\u7b97\u529b\u7684\u63d0\u5347\uff0c\u6750\u6599\u8ba1\u7b97\u5df2\u7ecf\u8d2f\u7a7f\u65b0\u6750\u6599\u7814\u53d1\u7684\u6574\u4e2a\u6d41\u7a0b\uff0c\u6210\u4e3a\u65b0\u6750\u6599\u7406\u6027\u8bbe\u8ba1\u7684\u91cd\u8981\u624b\u6bb5\u548c\u57fa\u7840\u6280\u672f\uff1b\u652f\u6301\u6750\u6599\u7269\u7406\u548c\u5316\u5b66\u673a\u5236\u63a2\u7d22\uff0c\u5efa\u7acb\u6750\u6599\u6210\u5206 \u2013 \u7ed3\u6784 \u2013 \u6027\u80fd\u4e4b\u95f4\u7684\u6784\u6548\u5173\u7cfb\uff1b\u652f\u6301\u6750\u6599\u6210\u5206\u7b5b\u9009\u3001\u7ed3\u6784\u8bbe\u8ba1\u3001\u5de5\u827a\u4f18\u5316\uff0c\u63d0\u9ad8\u53d1\u73b0\u65b0\u6750\u6599\u7684\u6548\u7387\uff1b\u652f\u6301\u6750\u6599\u6027\u80fd\u4f18\u5316\u3001\u5bff\u547d\u9884\u6d4b\uff0c\u52a0\u901f\u4ea7\u54c1\u7814\u53d1\u8fed\u4ee3\u5e76\u4fc3\u8fdb\u5de5\u7a0b\u5316\u5e94\u7528\u3002\u6750\u6599\u8ba1\u7b97\u6a21\u62df\u4e0eAI\u878d\u5408\uff0c\u63d0\u9ad8\u4e86\u6750\u6599\u8ba1\u7b97\u5728\u65b0\u6750\u6599\u7814\u53d1\u8fc7\u7a0b\u4e2d\u7684\u8d21\u732e\u5ea6\uff0c\u76f8\u5e94\u7814\u7a76\u8303\u56f4\u6301\u7eed\u62d3\u5bbd\uff0c\u4ece\u89e3\u91ca\u5b9e\u9a8c\u3001\u9884\u6d4b\u5b9e\u9a8c\u53d1\u5c55\u5230\u66ff\u4ee3\u5b9e\u9a8c\uff0c\u7814\u7a76\u5bf9\u8c61\u8d8b\u5411\u591a\u5c3a\u5ea6\u3001\u590d\u6742\u548c\u771f\u5b9e\u4f53\u7cfb\uff0c\u5e94\u7528\u8303\u56f4\u4ece\u65b0\u6750\u6599\u7814\u53d1\u94fe\u6269\u5c55\u5230\u751f\u4ea7\u94fe\u3001\u5e94\u7528\u94fe\u3002<\/p>\n<p>AI\u6280\u672f\u5feb\u901f\u878d\u5165\u6750\u6599\u8ba1\u7b97\uff0c\u5728\u591a\u5c3a\u5ea6\u8ba1\u7b97\u3001\u9ad8\u901a\u91cf\u8ba1\u7b97\u3001\u96c6\u6210\u8ba1\u7b97\u7b49\u65b9\u9762\u8fdb\u5c55\u660e\u663e\u3002\u4f7f\u7528\u5927\u6570\u636e\u548c\u673a\u5668\u5b66\u4e60\u65b9\u6cd5\u6539\u8fdb\u6cdb\u51fd\uff0c\u63d0\u9ad8\u4e86\u5bc6\u5ea6\u6cdb\u51fd\u7406\u8bba\u7684\u8ba1\u7b97\u7cbe\u5ea6\u548c\u9002\u7528\u6027<sup>[<span title=\"Friederich  P  ,   H\u00e4se  F  ,   Proppe  J  ,   al  e  t \u200d.  Machine-learned potentials for next-generation matter simulations  [J]\u200d.  Nature Materials ,  2021 ,  20  6 :  750 \u2012 761 \u200d.\">8<\/span>]<\/sup>\u3002\u5229\u7528\u7b2c\u4e00\u6027\u539f\u7406\u8ba1\u7b97\u7684\u6570\u636e\uff0c\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6784\u5efa\u539f\u5b50\u95f4\u7684\u4f5c\u7528\u52bf\uff0c\u5df2\u83b7\u5f97\u5e7f\u6cdb\u5e94\u7528<sup>[<span title=\"Srinivasan  S  ,   Batra  R  ,   Luo  D  ,   al  e  t \u200d.  Machine learning the metastable phase diagram of covalently bonded carbon  [J]\u200d.  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Nature ,  2020 ,  583  7815 :  237 \u2012 241 \u200d.\">16<\/span>]<\/sup>\uff0c\u5c06\u6fc0\u5149\u626b\u63cf\u3001\u89e6\u6478\u53cd\u9988\u7ec4\u5408\uff0c\u5b9e\u73b0\u5b9e\u9a8c\u5ba4\u7a7a\u95f4\u5185\u7684\u7cbe\u786e\u5b9a\u4f4d\uff08\u7a7a\u95f4\u7cbe\u5ea6\u4e3a\u00b10.12 mm\uff0c\u53d6\u5411\u7cbe\u5ea6\u4e3a\u00b10.005\u00b0\uff09\uff1b\u53ef\u540c\u65f6\u54cd\u5e9410\u4e2a\u7ef4\u5ea6\u7684\u53d8\u91cf\uff0c\u57288\u5929\u5185\u81ea\u4e3b\u5b8c\u6210688\u4e2a\u5b9e\u9a8c\uff0c\u83b7\u5f97\u4e86\u4e00\u79cd\u65b0\u578b\u7684\u5316\u5b66\u50ac\u5316\u5242\u3002\u9488\u5bf9\u591a\u4e2a\u6750\u6599\u6027\u80fd\u76ee\u6807\u8fdb\u884c\u534f\u540c\u4f18\u5316\u7684\u81ea\u4e3b\u5b9e\u9a8c\u7cfb\u7edf<sup>[<span title=\"Han  G Q  ,   Li  G D  ,   Huang  J  ,   al  e  t \u200d.  Two-photon-absorbing ruthenium complexes enable near infrared light-driven photocatalysis  [J]\u200d.  Nature Communications ,  2022 ,  13  1 :  2288 \u200d.\">17<\/span>]<\/sup>\uff0c\u53ef\u6d88\u9664\u4eba\u5458\u5148\u9a8c\u77e5\u8bc6\u5bf9\u76f8\u4e92\u51b2\u7a81\u6750\u6599\u6027\u80fd\u6307\u6807\u7684\u4e3b\u89c2\u504f\u5411\uff0c\u5b9e\u73b0\u591a\u6027\u80fd\u53c2\u6570\u7684\u534f\u540c\u5e73\u8861\u4f18\u5316\uff0c\u4f7f\u6750\u6599\u5177\u6709\u826f\u597d\u7684\u7efc\u5408\u6027\u80fd\u3002\u81ea\u4e3b\u5b9e\u9a8c\u7cfb\u7edf\u7684\u5e94\u7528\uff0c\u80fd\u591f\u9ad8\u6548\u5b8c\u6210\u591a\u7ef4\u53c2\u91cf\u7a7a\u95f4\u5185\u7684\u7814\u7a76\u5de5\u4f5c\uff0c\u5e94\u5bf9\u66f4\u4e3a\u590d\u6742\u3001\u9ad8\u7ef4\u5316\u7684\u65b0\u6750\u6599\u7814\u53d1\u9700\u6c42\uff0c\u4f7f\u65b0\u6750\u6599\u7684\u53d1\u73b0\u6548\u7387\u8868\u73b0\u4e3a\u7c7b\u201c\u6469\u5c14\u5b9a\u5f8b\u201d<sup>[<span title=\"Tabor  D P  ,   Roch  L M  ,   Saikin  S K  ,   al  e  t \u200d.  Accelerating the discovery of materials for clean energy in the era of smart automation  [J]\u200d.  Nature Reviews Materials ,  2018 ,  3  5 :  5 \u2012 20 \u200d.\">18<\/span>]<\/sup>\u3002<\/p>\n<p class=\"outline_title\"><strong>\uff08\u4e09\uff09 \u6570\u636e\u9a71\u52a8\u7684\u6750\u6599\u7814\u53d1\u4e0e\u6570\u5b57\u5b6a\u751f<\/strong><\/p>\n<p>\u4ee5\u6750\u6599\u5927\u6570\u636e\u4e3a\u57fa\u7840\u3001AI\u4e3a\u6838\u5fc3\u7684\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\uff0c\u5b55\u80b2\u7740\u6750\u6599\u79d1\u6280\u548c\u4ea7\u4e1a\u7684\u53d8\u9769\uff0c\u6210\u4e3a\u98a0\u8986\u6027\u524d\u6cbf\u6280\u672f\u3002\u591a\u4e2a\u56fd\u5bb6\u4ece\u62a2\u5360\u672a\u6765\u79d1\u6280\u5236\u9ad8\u70b9\u7684\u89d2\u5ea6\uff0c\u524d\u77bb\u5e03\u5c40\u6750\u6599\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\uff0c\u79ef\u6781\u7814\u53d1\u6750\u6599AI\u6838\u5fc3\u8f6f\u4ef6\u3002\u9488\u5bf9\u6750\u6599\u6570\u636e\u591a\u6e90\u3001\u591a\u6a21\u6001\u3001\u591a\u7c92\u5ea6\u3001\u591a\u7ef4\u5ea6\u7684\u7279\u70b9\uff0c\u7814\u7a76\u6750\u6599\u6570\u636e\u5b58\u50a8\u6280\u672f\u3001\u6570\u636e\u4ea4\u6362\u6807\u51c6\u4e0e\u534f\u8bae\u3001\u4e91\u8d44\u6e90\u7ba1\u7406\u6280\u672f\u7b49<sup>[<span title=\"Kaufman  J  ,   Begley  E\u200d   .  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Nature ,  2019 ,  571  7763 :  95 \u2012 98 \u200d.\">21<\/span>]<\/sup>\u5b9e\u73b0\u673a\u5668\u7684\u8bed\u4e49\u77e5\u8bc6\u7406\u89e3\uff0c\u76f4\u63a5\u4ece\u79d1\u6280\u6587\u732e\u7b49\u6587\u672c\u8bed\u8a00\u4e2d\u83b7\u53d6\u6750\u6599\u77e5\u8bc6\uff0c\u652f\u6301\u65b0\u6750\u6599\u9884\u6d4b\u548c\u53d1\u73b0\u3002<\/p>\n<p>\u4ee5\u4e3b\u52a8\u5b66\u4e60\u3001\u8d1d\u53f6\u65af\u4f18\u5316\u4e3a\u4ee3\u8868\u7684\u81ea\u4e3b\u51b3\u7b56\u6280\u672f\uff0c\u5728\u5bf9\u5de8\u5927\u6750\u6599\u63a2\u7d22\u7a7a\u95f4\u8fdb\u884c\u6709\u6548\u91c7\u6837\u7684\u57fa\u7840\u4e0a\uff0c\u4ee5\u8f83\u5c11\u7684\u5b9e\u9a8c\u9a8c\u8bc1\u548c\u8fed\u4ee3\u5373\u53ef\u7b5b\u9009\u51fa\u5177\u6709\u6700\u4f18\u76ee\u6807\u6027\u80fd\u7684\u6750\u6599\uff0c\u6210\u4e3a\u6570\u636e\u9a71\u52a8\u65b0\u6750\u6599\u7814\u53d1\u7684\u901a\u7528\u6280\u672f\u7b56\u7565\u3002\u6df1\u5ea6\u5b66\u4e60\u7528\u4e8e\u6316\u6398\u6750\u6599\u7684\u590d\u6742\u6784\u6548\u5173\u7cfb\uff0c\u63d0\u9ad8\u65b0\u6750\u6599\u7684\u53d1\u73b0\u6548\u7387\u3002\u5229\u7528\u5177\u6709\u5e7f\u6cdb\u9002\u7528\u6027\u7684\u4e3b\u52a8\u5b66\u4e60\u6846\u67b6<sup>[<span title=\"Rao  Z Y  ,   Tung  P Y  ,   Xie  R W  ,   al  e  t \u200d.  Machine learning-enabled high-entropy alloy discovery  [J]\u200d.  Science ,  2022 ,  378  6615 :  78 \u2012 85 \u200d.\">22<\/span>]<\/sup>\uff0c\u4ece\u6570\u767e\u4e07\u79cd\u9ad8\u71b5\u5408\u91d1\u6210\u5206\u4e2d\u5f00\u53d1\u4e862\u79cd\u9ad8\u71b5\u56e0\u74e6\u5408\u91d1\uff08300 K\u65f6\u70ed\u81a8\u80c0\u7cfb\u6570\u6781\u4f4e\uff09\uff0c\u5c55\u793a\u4e86\u4e3b\u52a8\u5b66\u4e60\u6846\u67b6\u5728\u5c0f\u6837\u672c\u6570\u636e\u6761\u4ef6\u4e0b\u3001\u5e7f\u57df\u7a7a\u95f4\u5185\u4f18\u5316\u591a\u76ee\u6807\u6027\u80fd\u7684\u6f5c\u529b\u3002\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff0c\u80fd\u591f\u9884\u6d4b\u6570\u5341\u79cd\u65b0\u7684\u6676\u4f53\u7ed3\u6784\u53ca\u76f8\u5e94\u7684\u5206\u5b50\u6750\u6599\u7279\u6027<sup>[<span title=\"Xie  T  ,   C\u200d  Grossman J   .  Crystal graph convolutional neural networks for an accurate and interpretable prediction of material properties  [J]\u200d.  Physical Review Letters ,  2018 ,  120  14 :  145301 \u200d.\">23<\/span>]<\/sup>\uff0c\u9006\u5411\u751f\u6210\u5206\u5b50\u5408\u6210\u8def\u7ebf\u4ee5\u663e\u8457\u63d0\u5347\u641c\u7d22\u6548\u7387<sup>[<span title=\"Segler  M H  ,   Preuss  M  ,   P\u200d  Waller M   .  Planning chemical syntheses with deep neural networks and symbolic AI  [J]\u200d.  Nature ,  2018 ,  555  7698 :  604 \u2012 610 \u200d.\">24<\/span>]<\/sup>\u3002<\/p>\n<p>\u5c06\u6570\u5b57\u5b6a\u751f\u6280\u672f\u7528\u4e8e\u590d\u6742\u6750\u6599 \/ \u5668\u4ef6\u670d\u5f79\u6027\u80fd\u4f18\u5316\uff0c\u53ef\u5b8c\u5584\u6750\u6599 \/ \u5de5\u827a\u7684\u7406\u6027\u8bbe\u8ba1\uff0c\u9a71\u52a8\u4e0a\u6e38\u6750\u6599\u8bbe\u8ba1\u3001\u4e0b\u6e38\u5236\u9020\u8fc7\u7a0b\u7684\u9769\u65b0\u3002\u4ee5\u8ba1\u7b97 \u2013 \u5b9e\u9a8c \u2013 \u6570\u636e\u6280\u672f\u878d\u5408\u4e3a\u7279\u5f81\u7684\u6750\u6599\u57fa\u56e0\u5de5\u7a0b\u662f\u89e3\u51b3\u65b0\u6750\u6599\u7814\u53d1\u548c\u5e94\u7528\u6548\u7387\u4f4e\u4e0b\u95ee\u9898\u7684\u6709\u6548\u65b9\u6cd5\uff0c\u5927\u6570\u636e\u3001AI\u7b49\u6280\u672f\u7684\u5e94\u7528\u66f4\u663e\u6210\u6548\u7a81\u51fa<sup>[<span title=\"Lori  A W  ,   R\u200d  Gopal R   .  Frontiers of materials research: A decadal survey  [J]\u200d.  MRS Bulletin\u200d ,  2017 ,  42  7 :  537 \u200d.\">25<\/span>]<\/sup>\u3002<\/p>\n<p class=\"outline_title\"><strong>\uff08\u56db\uff09 \u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u5e73\u53f0\u548c\u57fa\u7840\u8bbe\u65bd<\/strong><\/p>\n<p>\u5efa\u8bbe\u7f51\u7edc\u5316\u534f\u540c\u7684\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u5e73\u53f0\u3001\u57fa\u7840\u8bbe\u65bd\u7b49\u6761\u4ef6\uff0c\u662f\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u53d1\u5c55\u3001\u89c4\u6a21\u5316\u5e94\u7528\u7684\u76f4\u63a5\u9700\u6c42\u3002\u4ee5\u7f8e\u56fd\u6750\u6599\u57fa\u56e0\u7ec4\u8ba1\u5212\u4e3a\u4f8b\uff0c\u5b9e\u65bd\u521d\u671f\uff082011\u5e74\uff09\u62df\u5efa15\u4e2a\u521b\u65b0\u5e73\u53f0\uff0c2015\u5e74\u6269\u5927\u523045\u4e2a\uff0c\u591a\u4e2a\u9886\u57df\u7684\u79d1\u7814\u673a\u6784\u3001\u4f01\u4e1a\u7b49\u53c2\u4e0e\u521b\u65b0\u5e73\u53f0\u5efa\u8bbe\uff1b\u5728\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u4f1a\u7684\u652f\u6301\u4e0b\uff0c\u5efa\u8bbe\u754c\u9762\u6750\u6599\u5206\u6790\u53d1\u73b0\u3001\u4e8c\u7ef4\u6676\u4f53\u6750\u6599\u3001\u751f\u7269\u9ad8\u5206\u5b50\u6750\u6599\u3001\u805a\u7cd6\u6750\u6599\u7b49\u667a\u80fd\u5316\u521b\u65b0\u5e73\u53f0\uff0c\u9769\u65b0\u6750\u6599\u5236\u5907 \/ \u52a0\u5de5\u3001\u8868\u5f81 \/ \u8bc4\u4ef7\u3001\u7406\u8bba \/\u5efa\u6a21 \/ \u4eff\u771f\u7b49\u7814\u53d1\u6a21\u5f0f\u53ca\u652f\u6491\u6761\u4ef6<sup>[<span title=\"Rapp  K\u200d   .  Artificial intelligence in manufacturing: Real world success stories and lessons learned  [EBOL]\u200d.  2022-01-07 \u200d[ 2023-04-15 ]\u200d.  http:www\u200d.\u200dnist\u200d.\u200dgovblogsmanufacturing-innovation-blogartificial-intelligence-manufacturing-real-world-success-stories\u200d .\">26<\/span>]<\/sup>\uff0c\u5f62\u6210\u5de5\u5177\u3001\u4ee3\u7801\u3001\u6837\u672c\u3001\u6570\u636e\u3001\u6280\u672f\u5171\u4eab\u7684\u826f\u597d\u751f\u6001\u3002\u7f8e\u56fd\u56fd\u5bb6\u6807\u51c6\u4e0e\u6280\u672f\u7814\u7a76\u9662\u7275\u5934\uff0c\u96c6\u6210\u8fd1\u767e\u5bb6\u79d1\u7814\u673a\u6784\u548c\u4f01\u4e1a\u7684\u6750\u6599\u6570\u636e\u3001\u4ee3\u7801\u3001\u8ba1\u7b97\u5de5\u5177\u7b49\u8d44\u6e90\u4e0e\u670d\u52a1\uff0c\u5f00\u53d1\u201c\u6750\u6599\u8d44\u6e90\u6ce8\u518c\u7cfb\u7edf\u201d\u201c\u6750\u6599\u6570\u636e\u7ba1\u7406\u7cfb\u7edf\u201d\u4ee5\u652f\u6491\u6750\u6599\u534f\u540c\u521b\u65b0\u7f51\u7edc\uff0c\u5b9e\u73b0\u6750\u6599\u9ad8\u901a\u91cf\u5b9e\u9a8c\u6570\u636e\u91c7\u96c6\u3001\u8ba1\u7b97\u5efa\u6a21\u8f6f\u4ef6\u5de5\u5177\u7684\u9ad8\u8d28\u91cf\u96c6\u6210\uff0c\u5f15\u9886\u56fd\u9645\u6750\u6599\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u7684\u53d1\u5c55\uff1bAI\u548c\u673a\u5668\u5b66\u4e60\u5e94\u7528\u5230\u4f01\u4e1a\u768489\u4e2a\u9879\u76ee\uff0c\u83b7\u5f97\u4e86\u53ef\u89c2\u7684\u6295\u8d44\u56de\u62a5<sup>[<span title=\"Flores-Leonar  M M  ,   Mej\u00eda-Mendoza  L M  ,   Aguilar-Granda  A  ,   al  e  t \u200d.  Materials acceleration platforms: On the way to autonomous experimentation  [J]\u200d.  Current Opinion in Green and Sustainable Chemistry ,  2020 ,  25 :  100370 \u200d.\">27<\/span>]<\/sup>\u3002<\/p>\n<p>\u6750\u6599\u52a0\u901f\u5e73\u53f0<sup>[<span title=\"Peterson  E  ,   Lavin  A\u200d   .  Physical computing for materials acceleration platforms  [J]\u200d.  Matter ,  2022 ,  5  11 :  3586 \u2012 3596 \u200d.\">28<\/span>]<\/sup>\u5e94\u7528\u4e8e\u6e05\u6d01\u80fd\u6e90\u6750\u6599\u7814\u53d1\uff0c\u53d6\u5f97\u4e86\u91cd\u8981\u8fdb\u5c55\u3002\u878d\u5408AI\u6a21\u578b\u3001\u5b9e\u9a8c\u673a\u5668\u4eba\u3001\u81ea\u4e3b\u51b3\u7b56\u8f6f\u4ef6\u3001\u6570\u636e\u5e93\u4ee5\u53ca\u4eba\u5de5\u7ecf\u9a8c\uff0c\u57fa\u4e8e\u81ea\u4e3b\u5b9e\u9a8c\u7684\u95ed\u73af\u53cd\u9988\u8fc7\u7a0b\u6765\u8c03\u5ea6\u5404\u7c7b\u7b97\u6cd5\uff0c\u5f00\u5c55\u5b9e\u65f6\u6570\u636e\u4ea4\u4e92\uff1b\u673a\u5668\u4eba\u81ea\u52a8\u6267\u884c\u5b9e\u9a8c\uff0c\u81ea\u52a8\u8c03\u7528\u6570\u636e\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u9884\u6d4b\u6a21\u578b\uff0c\u81ea\u4e3b\u6267\u884c\u65b0\u7684\u5b9e\u9a8c\uff0c\u5f62\u6210\u53cd\u9988\u8fed\u4ee3\u548c\u5faa\u73af\uff0c\u4ee5\u6b64\u5feb\u901f\u53d1\u73b0\u65b0\u6750\u6599\u3002\u5efa\u8bbe\u6750\u6599\u52a0\u901f\u5e73\u53f0\u7684\u5173\u952e\u6280\u672f\u6709<sup>[<span title=\"Aspuru-Guzik  A  ,   Persson  K\u200d   .  Materials acceleration platform: Accelerating advanced energy materials discovery by integrating high-throughput methods and artificial intelligence  [EBOL]\u200d.  2018-01-15 [ 2023-04-15 ]\u200d.  http:dash\u200d.harvard\u200d.eduhandle135164974?show=full\u200d .\">29<\/span>]<\/sup>\uff1a\u667a\u80fd\u5316\u7684\u81ea\u9a71\u52a8\u7814\u53d1\u95ed\u73af\u7cfb\u7edf\u3001\u53ef\u7ec4\u88c5\u591a\u79cd\u5236\u5907\u8868\u5f81\u624b\u6bb5\u7684\u6a21\u5757\u5316\u6750\u6599\u673a\u5668\u4eba\u3001\u8de8\u65f6\u7a7a\u5c3a\u5ea6\u7684\u6750\u6599\u8ba1\u7b97\u6a21\u62df\u65b9\u6cd5\u3001\u9002\u5e94\u6750\u6599\u7814\u53d1\u7279\u70b9\u7684AI\u7b97\u6cd5\u3001\u652f\u6491\u81ea\u4e3b\u5b9e\u9a8c\u7684\u9006\u5411\u8bbe\u8ba1\u65b9\u6cd5\u3001\u5148\u8fdb\u7684\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u53ca\u4ea4\u6362\u5e73\u53f0\u7b49\u3002\u6750\u6599\u667a\u80fd\u5316\u5e73\u53f0\u548c\u57fa\u7840\u8bbe\u65bd\u5efa\u8bbe\u5c06\u91ca\u653e\u6750\u6599\u79d1\u5b66\u53d1\u73b0\u7684\u201c\u6469\u5c14\u5b9a\u5f8b\u201d\u6548\u5e94\uff0c\u52a0\u901f\u6750\u6599\u7814\u53d1\u901f\u5ea6\u81f3\u5c1110\u500d<sup>[<span title=\"Aspuru-Guzik  A  ,   Persson  K\u200d   .  Materials acceleration platform: Accelerating advanced energy materials discovery by integrating high-throughput methods and artificial intelligence  [EBOL]\u200d.  2018-01-15 [ 2023-04-15 ]\u200d.  http:dash\u200d.harvard\u200d.eduhandle135164974?show=full\u200d .\">29<\/span>]<\/sup>\u3002<\/p>\n<p class=\"outline_title\"><strong>\u4e09\u3001 \u6211\u56fd\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u53d1\u5c55\u4e0e\u5e94\u7528\u73b0\u72b6<\/strong><\/p>\n<p>\u5728\u201c\u5341\u4e09\u4e94\u201d\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u201c\u6750\u6599\u57fa\u56e0\u5de5\u7a0b\u5173\u952e\u6280\u672f\u4e0e\u652f\u6491\u5e73\u53f0\u201d\u7684\u652f\u6301\u4e0b\uff0c\u4ee5\u9ad8\u901a\u91cf\u8ba1\u7b97\u8bbe\u8ba1\u3001\u9ad8\u901a\u91cf\u5b9e\u9a8c\u3001\u5927\u6570\u636e\u4e3a\u4ee3\u8868\u7684\u6750\u6599\u57fa\u56e0\u5de5\u7a0b\u6280\u672f\u53d6\u5f97\u7a81\u7834<sup>[<span title=\"\u5bbf\u5f66\u4eac ,  \u4ed8\u534e\u680b ,  \u767d\u6d0b ,  \u7b49\u200d  .  \u4e2d\u56fd\u6750\u6599\u57fa\u56e0\u5de5\u7a0b\u7814\u7a76\u8fdb\u5c55  [J]\u200d.  \u91d1\u5c5e\u5b66\u62a5 ,  2020 ,  56  10 :  1313 \u2012 1323 \u200d.\">30<\/span>,<span title=\"Xie  J X  ,   Su  Y J  ,   Zhang  D W  ,   al\u200d\u200d  et   .  A vision of materials genome engineering in China  [J]\u200d.  Engineering ,  2022 ,  10  3 :  10 \u2012 12 \u200d.\">31<\/span>]<\/sup>\u3002\u76f8\u5173\u8fdb\u5c55\u63a8\u52a8\u4e86\u65b0\u6750\u6599\u7814\u53d1\u7406\u5ff5\u7684\u6df1\u523b\u8f6c\u53d8\uff0c\u4fc3\u8fdb\u4e86\u6750\u6599\u7814\u53d1\u6280\u672f\u4f53\u7cfb\u7684\u9769\u65b0\u53d1\u5c55\uff0c\u63d0\u9ad8\u4e86\u5927\u6570\u636e\u3001AI\u6280\u672f\u5728\u6750\u6599\u7814\u53d1\u4e2d\u7684\u5e94\u7528\u6c34\u5e73\uff0c\u4e3a\u65b0\u6750\u6599\u667a\u80fd\u5316\u53d1\u5c55\u548c\u5173\u952e\u6280\u672f\u7814\u53d1\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n<p class=\"outline_title\"><strong>\uff08\u4e00\uff09 \u6750\u6599\u9ad8\u901a\u91cf \/ \u667a\u80fd\u8ba1\u7b97\u4e0e\u5e73\u53f0<\/strong><\/p>\n<p>\u5f00\u53d1\u4e86ALKEMIE\u3001MatCloud\u3001MIP\u3001CNMGE\u7b49\u9ad8\u901a\u91cf \/ \u96c6\u6210\u8ba1\u7b97\u8f6f\u4ef6\uff0c\u5177\u5907\u5fae\u89c2 \u2013 \u4ecb\u89c2 \u2013 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class=\"outline_title\"><strong>\uff08\u4e8c\uff09 \u6750\u6599\u9ad8\u901a\u91cf \/ \u81ea\u4e3b\u5b9e\u9a8c\u4e0e\u5e73\u53f0<\/strong><\/p>\n<p>\u7814\u53d1\u4e86\u8584\u819c\u3001\u7c89\u4f53\u3001\u5757\u4f53\u3001\u590d\u5408\u6750\u6599\u7b49\u7684\u9ad8\u901a\u91cf\u5236\u5907\u6280\u672f\u548c30\u4f59\u79cd\u5173\u952e\u88c5\u7f6e\uff0c\u6db5\u76d6\u6750\u6599\u82af\u7247\u3001\u7c89\u4f53\u9635\u5217\uff0c\u51dd\u56fa\u3001\u953b\u9020\u3001\u70ed\u5904\u7406\u7b49\u5de5\u827a\uff0c\u63d0\u9ad8\u4e86\u65b0\u6750\u6599\u7684\u5b9e\u9a8c\u7b5b\u9009\u53ca\u53d1\u73b0\u6548\u7387\u3002\u7814\u53d1\u4e86\u6750\u6599\u9ad8\u901a\u91cf\u8868\u5f81\u3001\u670d\u5f79\u884c\u4e3a\u8bc4\u4ef7\u6280\u672f\u53ca\u88c5\u7f6e\uff0c\u57fa\u4e8e\u540c\u6b65\u8f90\u5c04\u7684\u9ad8\u901a\u91cf\u767d\u5149\u9635\u5217\u6563 \/ \u884d\u5c04\u6280\u672f\u53ef\u63d0\u9ad8\u6750\u6599\u6210\u5206\u3001\u7ed3\u6784\u8868\u5f81\u901f\u7387\u7ea6100\u500d\u3002\u5efa\u7acb\u4e86\u7f51\u7edc\u5316\u7684\u6750\u6599\u9ad8\u901a\u91cf\u5236\u5907\u5b9e\u9a8c\u5e73\u53f0\uff0c\u6280\u672f\u53ca\u88c5\u5907\u6c34\u5e73\u8fbe\u5230\u56fd\u9645\u9886\u5148\u3002<\/p>\n<p>\u9762\u5411\u65b0\u6750\u6599\u81ea\u4e3b\u7814\u53d1\u4e0e\u667a\u80fd\u53d1\u73b0\u7684\u9700\u6c42\uff0c\u7814\u53d1\u4e86\u56fa\u6db2\u5f02\u76f8\u7684\u81ea\u52a8\u5316\u3001\u6570\u5b57\u5316\u53cd\u5e94\u5e73\u53f0\uff0c\u6574\u5408\u4e86\u57fa\u4e8e\u64cd\u4f5c\u6808\u7684\u786c\u4ef6\u73af\u5883\u3001\u7531\u5316\u5b66\u65b9\u6848\u63cf\u8ff0\u7684\u8bed\u8a00\u5c42\u3001\u6570\u5b57\u5316\u63a7\u5236\u7cfb\u7edf\uff0c\u53ef\u63a7\u5236\u65e0\u4eba\u503c\u5b88\u6570\u5b57\u5316\u5b9e\u9a8c\u6d41\u7a0b\uff0c\u4e3a\u81ea\u4e3b\u5b9e\u9a8c\u7cfb\u7edf\u6784\u5efa\u786e\u7acb\u57fa\u7840\u3002\u96c6\u6210\u79fb\u52a8\u673a\u5668\u4eba\u3001\u5316\u5b66\u5de5\u4f5c\u7ad9\u3001\u667a\u80fd\u64cd\u4f5c\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u4ee5\u6784\u5efa\u6570\u636e\u667a\u80fd\u9a71\u52a8\u3001\u8986\u76d6\u5168\u6d41\u7a0b\u7684\u201c\u673a\u5668\u5316\u5b66\u5bb6\u201d\u5e73\u53f0\uff0c\u5b9e\u73b0\u5927\u6570\u636e\u3001\u667a\u80fd\u6a21\u578b\u5171\u540c\u9a71\u52a8\u7684\u5316\u5b66\u5408\u6210 \u2013 \u8868\u5f81 \u2013 \u6d4b\u8bd5\u5168\u6d41\u7a0b\u7684\u81ea\u4e3b\u5316\uff0c\u5f62\u6210\u7684\u667a\u80fd\u7814\u53d1\u80fd\u529b\u53ef\u7528\u4e8e\u5149\u50ac\u5316\u4e0e\u7535\u50ac\u5316\u6750\u6599\u3001\u53d1\u5149\u5206\u5b50\u3001\u5149\u5b66\u8584\u819c\u6750\u6599\u7b49\u3002<\/p>\n<p class=\"outline_title\"><strong>\uff08\u4e09\uff09 \u6750\u6599\u5927\u6570\u636e\u6280\u672f\u4e0e\u5e73\u53f0<\/strong><\/p>\n<p>\u7814\u53d1\u4e86\u57fa\u4e8e\u65e0\u6a21\u5f0f\u5b58\u50a8\u6280\u672f\u7684\u6750\u6599\u6570\u636e\u5e93\u7cfb\u7edf\u8f6f\u4ef6\uff0c\u5efa\u6210\u4e86\u201c\u6570\u636e\u91c7\u96c6 \u2013 \u6570\u636e\u5e93 \u2013 \u6570\u636e\u6316\u6398 \u2013 \u6750\u6599\u8bbe\u8ba1\u201d\u4e00\u4f53\u5316\u7684\u6570\u636e\u5e93\u793a\u8303\u5e73\u53f0\uff0c\u7528\u4e8e\u4e0d\u540c\u5c42\u6b21\u6750\u6599\u6570\u636e\u7684\u7d2f\u79ef\u548c\u5171\u4eab\u3002\u57fa\u4e8e\u4e91\u6280\u672f\uff0c\u5b9e\u73b0\u6750\u6599\u6570\u636e\u5e93\u7684\u7edf\u7b79\u7ba1\u7406\u548c\u96c6\u4e2d\u5f00\u653e\u5171\u4eab\uff0c\u5177\u6709\u7269\u7406\u5206\u6563\u3001\u903b\u8f91\u7edf\u4e00\u3001\u591a\u8282\u70b9\u878d\u5408\u7684\u7279\u5f81\u3002\u76f8\u5173\u6570\u636e\u5e93\u6280\u672f\u548c\u8f6f\u4ef6\u5728\u4f01\u4e1a\u3001\u79d1\u7814\u9662\u6240\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u4e3a\u89c4\u6a21\u5316\u5efa\u8bbe\u6750\u6599\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u3001\u6750\u6599\u6570\u636e\u7f51\u63d0\u4f9b\u4e86\u6280\u672f\u548c\u8f6f\u4ef6\u652f\u6491\u3002<\/p>\n<p>\u6570\u636e\u9a71\u52a8\u7684\u65b0\u6750\u6599\u7814\u53d1\u6280\u672f\u53d1\u5c55\u8f83\u5feb\uff0c\u7387\u5148\u5728\u9ad8\u6027\u80fd\u91d1\u5c5e\u6750\u6599<sup>[<span title=\"Zhang  H T  ,   Fu  H D  ,   He  X D  ,   al  e  t \u200d.  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Acta Materialia ,  2021 ,  212 :  116917 \u200d.\">37<\/span>]<\/sup>\u3001\u9ad8\u6e29\u5408\u91d1<sup>[<span title=\"Liu  P  ,   Huang  H  ,   Jiang  X  ,   al  e  t \u200d.  Evolution analysis of \u03b3\u00b4precipitate coarsening in Co-based superalloys using kinetic theory and machine learning  [J]\u200d.  Acta Materialia ,  2022 ,  235 :  118101 \u200d.\">38<\/span>,<span title=\"Wang  W  ,   Jiang  X  ,   Tian  S  ,   al  e  t \u200d.  Automated pipeline for superalloy data by text mining  [J]\u200d.  NPJ Computational Materials ,  2022 ,  8  1 :  9 \u200d.\">39<\/span>]<\/sup>\u7b49\u7684\u7814\u53d1\u4e0a\u53d6\u5f97\u5e94\u7528\u7a81\u7834\uff0c\u90e8\u5206\u5b9e\u73b0\u4e86\u5de5\u7a0b\u8f6c\u5316\u548c\u5e94\u7528\u3002\u6574\u4f53\u6765\u770b\uff0c\u6211\u56fd\u6750\u6599AI\u5e94\u7528\u6280\u672f\u8fbe\u5230\u56fd\u9645\u5148\u8fdb\u6c34\u5e73\u3002<\/p>\n<p class=\"outline_title\"><strong>\uff08\u56db\uff09 \u5e94\u7528\u6210\u6548<\/strong><\/p>\n<p>\u6750\u6599\u57fa\u56e0\u5de5\u7a0b\u3001\u667a\u80fd\u5316\u6280\u672f\u5728\u524d\u6cbf\u65b0\u6750\u6599\u63a2\u7d22\u4e0e\u53d1\u73b0\u65b9\u9762\u83b7\u5f97\u91cd\u8981\u8fdb\u5c55\u3002\u5229\u7528\u6750\u6599\u9ad8\u901a\u91cf\u8ba1\u7b97\u548c\u6570\u636e\u6280\u672f\uff0c\u5728\u8fd14\u00d710<sup>4<\/sup>\u79cd\u6750\u6599\u4e2d\u53d1\u73b0\u4e868000\u4f59\u79cd\u62d3\u6251\u6750\u6599\uff0c\u8d85\u51fa\u5386\u53f2\u4e0a\u53d1\u73b0\u62d3\u6251\u6750\u6599\u6570\u91cf\u768410\u500d<sup>[<span title=\"Zhang  T  ,   Jiang  Y  ,   Song  Z  ,   al  e  t \u200d.  Catalogue of topological electronic materials  [J]\u200d.  Nature ,  2019 ,  566  7745 :  475 \u2012 479 \u200d.\">40<\/span>,]<\/sup>\u3002\u53d1\u73b0\u4e86\u65b0\u578b\u65e0\u673a\u5851\u6027\u534a\u5bfc\u4f53Ag<sub>2<\/sub>S\u3001InSe<sup>[<span title=\"Yang  Q  ,   Yang  S  ,   Qiu  P  ,   al  e  t \u200d.  Flexible thermoelectrics based on ductile semiconductors  [J]\u200d.  Science ,  2022 ,  377  6608 :  854 \u2012 858 \u200d.\">42<\/span>]<\/sup>\uff0c\u7814\u5236\u51fa\u517c\u5177\u826f\u597d\u5851\u6027\u4e0e\u4f18\u5f02\u70ed\u7535\u6027\u80fd\u7684Ag<sub>2<\/sub>S\u57fa\u65e0\u673a\u534a\u5bfc\u4f53\u6750\u6599\uff0c\u5f00\u8f9f\u4e86\u65e0\u673a\u5851\u6027\u534a\u5bfc\u4f53\u548c\u65e0\u673a\u67d4\u6027\u70ed\u7535\u5668\u4ef6\u7684\u65b0\u65b9\u5411\u3002\u7814\u53d1\u51fa\u56fd\u9645\u4e0a\u4f7f\u7528\u6e29\u5ea6\u6700\u9ad8\u3001\u5f3a\u5ea6\u6700\u9ad8\u3001\u5177\u6709\u826f\u597d\u70ed\u5851\u6210\u5f62\u6027\u80fd\u7684\u9ad8\u6e29\u5757\u4f53\u91d1\u5c5e\u73bb\u7483Ir-Ni-Ta-(B)<sup>[<span title=\"Li  M X  ,   Zhao  S F  ,   Lu  Z  ,   al  e  t \u200d.  High-temperature bulk metallic glasses developed by combinatorial methods  [J]\u200d.  Nature ,  2019 ,  569  7754 :  99 \u2012 103 \u200d.\">43<\/span>]<\/sup>\u3002<\/p>\n<p>\u5728\u9ad8\u7aef\u5173\u952e\u6750\u6599\u7814\u53d1\u548c\u5de5\u7a0b\u5316\u5e94\u7528\u65b9\u9762\u4e5f\u53d6\u5f97\u4e86\u4e00\u7cfb\u5217\u8fdb\u5c55\u3002\u57fa\u4e8e\u9ad8\u901a\u91cf\u5236\u5907\u4e0e\u8868\u5f81\u3001\u6570\u636e\u6316\u6398\u7b49\u6280\u672f\uff0c\u5f00\u53d1\u4e86\u7528\u4e8e\u5f3a\u5149\u7167\u660e\u5149\u6e90\u5668\u4ef6\u7684\u9ad8\u70ed\u5bfc\u7387Ce:YAG\u8367\u5149\u9676\u74f7\uff0c\u4f7f\u53ef\u91cf\u4ea7\u5149\u6e90\u82af\u7247\u7684\u529f\u7387\u3001\u5149\u901a\u91cf\u7b49\u6307\u6807\u8d85\u8fc7\u56fd\u9645\u5148\u8fdb\u6c34\u5e73\u3002\u5f00\u53d1\u4e86\u9ad8\u6027\u80fd\u94c8\u57fa\u7a00\u571f\u6c38\u78c1\u6750\u6599\uff0c\u5f62\u62105000\u5428\u7ea7\u4ea7\u80fd\uff0c\u4fc3\u8fdb\u4e86\u9ad8\u4e30\u5ea6\u7a00\u571f\u7684\u5e73\u8861\u5229\u7528\u3002\u81ea\u4e3b\u7814\u53d1\u4e86\u65b0\u578b\u7ed3\u6784\u5206\u5b50\u7b5b\u50ac\u5316\u6750\u6599\uff0c\u5176\u53cd\u5e94\u6d3b\u6027\u3001\u9009\u62e9\u6027\u8d85\u8fc7\u56fd\u5916\u540c\u7c7b\u4ea7\u54c1\uff0c\u5728\u8d85\u5927\u578b\u4e59\u82ef\u751f\u4ea7\u88c5\u7f6e\u4e0a\u5b9e\u73b0\u5de5\u4e1a\u5e94\u7528\u3002\u5e94\u7528\u5305\u62ec\u9ad8\u901a\u91cf\u8ba1\u7b97\u3001\u9ad8\u901a\u91cf\u5b9e\u9a8c\u3001\u7ec4\u7ec7\u6027\u80fd\u9884\u6d4b\u3001\u5de5\u4e1a\u5e94\u7528\u5728\u5185\u7684\u5168\u94fe\u6761\u6280\u672f\uff0c\u7814\u5236\u4e86\u94dd\u57fa\u590d\u5408\u6750\u6599\u53ca\u5927\u5c3a\u5bf8\u6784\u4ef6\uff0c\u5728\u91cd\u5927\u7a7a\u95f4\u88c5\u5907\u4e0a\u5b9e\u73b0\u5728\u8f68\u5e94\u7528\u3002\u6750\u6599\u57fa\u56e0\u5de5\u7a0b\u6280\u672f\u52a0\u901f\u4e86\u949b\u57fa\u5408\u91d1\u7ed3\u6784\u4ef6\u7684\u7814\u5236\u8fc7\u7a0b\u53ca\u5de5\u7a0b\u5316\uff0c\u90e8\u5206\u6784\u4ef6\u7387\u5148\u5b9e\u73b0\u5de5\u7a0b\u5e94\u7528\u3002\u7814\u5236\u7684\u8010\u70ed\u8150\u8680\u954d\u57fa\u5355\u6676\u9ad8\u6e29\u5408\u91d1\u53f6\u7247\u5e94\u7528\u4e8e\u56fd\u4ea7\u91cd\u578b\u71c3\u6c14\u8f6e\u673a\uff0c\u9ad8\u5f3a\u8010\u70ed\u9541\u5408\u91d1\u3001\u8231\u4f53\u94f8\u4ef6\u7b49\u901a\u8fc7\u5de5\u7a0b\u8bd5\u9a8c\u8003\u6838\u3002<\/p>\n<p 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class=\"outline_title\"><strong>\uff08\u4e00\uff09 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class=\"outline_title\"><strong>\uff08\u56db\uff09 \u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u57fa\u7840\u8bbe\u65bd\u7f3a\u53e3\u4e25\u91cd<\/strong><\/p>\n<p>\u5de5\u4e1a\u5f3a\u56fd\u63a8\u52a8\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u53d1\u5c55\u53ca\u5de5\u7a0b\u5316\u5e94\u7528\uff0c\u91cd\u5728\u56f4\u7ed5\u98a0\u8986\u6027\u524d\u6cbf\u6750\u6599\u3001\u667a\u80fd\u5316\u5173\u952e\u6280\u672f\u7814\u53d1\u7b49\u76ee\u6807\uff0c\u5efa\u8bbe\u56fd\u5bb6\u7ea7\u6750\u6599\u6570\u636e\u7f51\u7edc\u3001\u201c\u8ba1\u7b97 \u2013 \u5b9e\u9a8c \u2013 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class=\"outline_title\"><strong>\uff08\u4e00\uff09 \u6750\u6599\u667a\u80fd\u8ba1\u7b97\u8bbe\u8ba1\u6280\u672f\u4e0e\u6838\u5fc3\u8f6f\u4ef6<\/strong><\/p>\n<p class=\"outline_title\"><strong>1. \u9762\u5411\u65b0\u6750\u6599\u7814\u53d1\u7684\u8ba1\u7b97\u8bbe\u8ba1\u6280\u672f\u4e0e\u6838\u5fc3\u8f6f\u4ef6<\/strong><\/p>\n<p>\u53d1\u5c55\u4ece\u5fae\u89c2\u3001\u4ecb\u89c2\u5230\u5b8f\u89c2\u5c3a\u5ea6\u7684\u6750\u6599\u4f53\u7cfb\u8ba1\u7b97\u65b9\u6cd5\u3001\u7b97\u6cd5\u548c\u6838\u5fc3\u8f6f\u4ef6\uff0c\u5efa\u7acb\u6db5\u76d6\u539f\u7406\u3001\u65b9\u6cd5\u3001\u7b97\u6cd5\u3001\u8f6f\u4ef6\u3001\u5e94\u7528\u7684\u5f00\u53d1\u94fe\u548c\u53d1\u5c55\u751f\u6001\u3002\u7814\u7a76\u9002\u7528\u4e8e\u7279\u5b9a\u6750\u6599\u4f53\u7cfb\u7684\u8ba1\u7b97\u65b0\u65b9\u6cd5\uff0c\u51f8\u663e\u6280\u672f\u7279\u8272\u3001\u5efa\u7acb\u6280\u672f\u4f18\u52bf\u3002\u5f00\u53d1\u57fa\u4e8eAI\u7684\u8de8\u5c3a\u5ea6\u8ba1\u7b97\u65b9\u6cd5\uff0c\u62d3\u5c55\u8de8\u5c3a\u5ea6\u8ba1\u7b97\u7684\u5e94\u7528\u8303\u56f4\u3002<\/p>\n<p class=\"outline_title\"><strong>2. \u9762\u5411\u6750\u6599\u5236\u5907\u52a0\u5de5\u3001\u4ea7\u54c1\u5236\u9020\u3001\u670d\u5f79\u8bc4\u4ef7\u7684\u6a21\u62df\u4eff\u771f\u6280\u672f\u4e0e\u5e94\u7528\u8f6f\u4ef6<\/strong><\/p>\n<p>\u7814\u7a76\u591a\u7269\u7406\u573a\u4e0e\u6750\u6599\u4ea4\u4e92\u4f5c\u7528\u539f\u7406\uff0c\u5f00\u53d1\u6750\u6599\u5236\u5907\u53ca\u52a0\u5de5\u5de5\u827a\u4f18\u5316\u3001\u4ea7\u54c1\u5236\u9020\u6d41\u7a0b\u6a21\u62df\u3001\u591a\u573a\u8026\u5408\u4f5c\u7528\u6750\u6599\u670d\u5f79\u884c\u4e3a\u53ca\u5931\u6548\u8fc7\u7a0b\u7684\u8ba1\u7b97\u6a21\u62df\u6280\u672f\u4e0e\u5e94\u7528\u8f6f\u4ef6\u3002\u9762\u5411\u6750\u6599\u7814\u53d1\u94fe\u3001\u751f\u4ea7\u94fe\u3001\u5e94\u7528\u94fe\uff0c\u6309\u7167\u96c6\u6210\u8ba1\u7b97\u6750\u6599\u5de5\u7a0b\u7684\u9876\u5c42\u8bbe\u8ba1\u548c\u67b6\u6784\u8bbe\u8ba1\uff0c\u5efa\u7acb\u652f\u6301\u6750\u6599\u5168\u751f\u547d\u5468\u671f\u7684\u8ba1\u7b97\u6a21\u62df\u7cfb\u7edf\u3002<\/p>\n<p class=\"outline_title\"><strong>3. \u6750\u6599\u667a\u80fd\u8ba1\u7b97\u6838\u5fc3\u7b97\u6cd5\u4e0e\u8f6f\u4ef6<\/strong><\/p>\n<p>\u7814\u53d1\u6750\u6599\u9ad8\u901a\u91cf\u8ba1\u7b97\u4e0eAI\u76f8\u7ed3\u5408\u7684\u57fa\u7840\u7b97\u6cd5\u53ca\u8f6f\u4ef6\uff0c\u6784\u5efa\u529f\u80fd\u5b8c\u5584\u7684\u9ad8\u901a\u91cf\u667a\u80fd\u8ba1\u7b97\u7cfb\u7edf\u3002\u9488\u5bf9\u6750\u6599\u7ed3\u6784\u548c\u6027\u80fd\uff0c\u5f00\u53d1\u9ad8\u6548\u8ba1\u7b97\u5de5\u4f5c\u6d41\uff0c\u9002\u5e94\u65b0\u6750\u6599\u8bbe\u8ba1\u548c\u7b5b\u9009\u7684\u591a\u6837\u6027\u3001\u4e13\u4e1a\u5316\u3001\u9ad8\u6548\u7387\u9700\u6c42\u3002\u9762\u5411\u65b0\u6750\u6599\u8bbe\u8ba1\u3001\u5236\u5907\u3001\u52a0\u5de5\u3001\u670d\u5f79\u7b49\u5de5\u7a0b\u5e94\u7528\u4ee5\u53ca\u878d\u5408AI\u6280\u672f\u7684\u9700\u6c42\uff0c\u53d1\u5c55\u81ea\u4e3b\u8bbe\u8ba1\u3001\u7b5b\u9009\u3001\u8fed\u4ee3\u7b97\u6cd5\uff0c\u5efa\u7acb\u96c6\u6210\u8ba1\u7b97\u6750\u6599\u5de5\u7a0b\u6838\u5fc3\u8f6f\u4ef6\u548c\u5de5\u4e1a\u8f6f\u4ef6\u3002<\/p>\n<p class=\"outline_title\"><strong>\uff08\u4e8c\uff09 \u6750\u6599\u81ea\u4e3b \/ \u667a\u80fd\u5b9e\u9a8c\u6280\u672f\u4e0e\u9ad8\u7aef\u88c5\u7f6e<\/strong><\/p>\n<p class=\"outline_title\"><strong>1. \u6750\u6599\u81ea\u52a8 \/ \u81ea\u4e3b\u9ad8\u901a\u91cf\u5b9e\u9a8c\u6280\u672f\u4e0e\u88c5\u7f6e<\/strong><\/p>\n<p>\u53d1\u5c55\u5f62\u6001\u3001\u5408\u6210\u5de5\u827a\u5404\u5f02\u7684\u6750\u6599\u9ad8\u6548\u5236\u5907\u65b0\u539f\u7406\u3001\u65b0\u65b9\u6cd5\u3001\u65b0\u6280\u672f\u3001\u65b0\u88c5\u5907\uff0c\u4f18\u5316\u9ad8\u901a\u91cf\u5b9e\u9a8c\u88c5\u5907\u7684\u8f6f\u786c\u4ef6\u529f\u80fd\uff0c\u4ece\u539f\u578b\u673a\u53d1\u5c55\u4e3a\u5546\u7528\u88c5\u5907\u3002\u53d1\u5c55\u6750\u6599\u81ea\u4e3b\u5b9e\u9a8c\u673a\u5668\u4eba\u4ee5\u53ca\u76f8\u5173\u7684\u5f3a\u5316\u5b66\u4e60\u3001\u6750\u6599\u5b9e\u9a8c\u81ea\u4e3b\u51b3\u7b56\u7b97\u6cd5\u4e0e\u63a7\u5236\u3001\u590d\u6742\u957f\u6d41\u7a0b\u5236\u5907\u53ca\u8868\u5f81\u4e00\u4f53\u5316\u7684\u6750\u6599\u81ea\u4e3b\u5b9e\u9a8c\u7b49\u6280\u672f\uff0c\u5f00\u53d1\u6807\u51c6\u5316\u3001\u5546\u4e1a\u5316\u7684\u6750\u6599\u81ea\u4e3b\u5b9e\u9a8c\u88c5\u7f6e\u3002<\/p>\n<p class=\"outline_title\"><strong>2. \u6750\u6599\u81ea\u52a8\u5316\u8868\u5f81\u6280\u672f\u4e0e\u88c5\u7f6e<\/strong><\/p>\n<p>\u5e94\u7528\u5148\u8fdb\u5149\u6e90\u3001\u7535\u5b50\u663e\u5fae\u6280\u672f\uff0c\u5f00\u53d1\u57fa\u4e8e\u56db\u7ef4\u7535\u5b50\u663e\u5fae\u955c\u3001\u539f\u4f4d\u900f\u5c04\u53ca\u626b\u63cf\u7535\u955c\u7684\u9ad8\u901a\u91cf\u8868\u5f81\u6280\u672f\u3002\u7814\u53d1\u7cfb\u5217\u6750\u6599\u9ad8\u6548\u8868\u5f81\u6280\u672f\u548c\u88c5\u5907\uff0c\u5177\u6709\u9ad8\u65f6\u95f4\u5206\u8fa8\u8868\u5f81\u3001\u8de8\u5c3a\u5ea6\u52a8\u6001\u8868\u5f81\u3001\u8d85\u5feb\u540c\u6b65\u8f90\u5c04\u9ad8\u901a\u91cf\u884d\u5c04\u4e0e\u6210\u50cf\u3001\u540c\u6b65\u8f90\u5c04\u591a\u573a\u8026\u5408\u9ad8\u901a\u91cf\u8868\u5f81\u3001\u4e2d\u5b50\u884d\u5c04\u4e09\u7ef4\u6210\u50cf\u7b49\u80fd\u529b\u3002<\/p>\n<p class=\"outline_title\"><strong>3. \u5de5\u7a0b\u6784\u4ef6\u9ad8\u6548\u8868\u5f81\u6280\u672f\u4e0e\u88c5\u5907<\/strong><\/p>\n<p>\u57fa\u4e8e\u5148\u8fdb\u5149\u8c31\u3001\u8d28\u8c31\u3001\u80fd\u8c31\u3001\u78c1\u63a2\u6d4b\u3001\u5e94\u529b \/\u5e94\u53d8\u68c0\u6d4b\u3001\u7535\u955c\u3001\u5148\u8fdb\u5149\u6e90\u7b49\u5b9e\u9a8c\u88c5\u7f6e\uff0c\u5f00\u53d1\u7a7a\u95f4\u5c3a\u5ea6\u8986\u76d6\u7eb3\u7c73\u81f3\u7c73\u7ea7\u7684\u6750\u6599\u53ca\u6784\u4ef6\u5168\u57df\u9ad8\u901a\u91cf\u8868\u5f81\u6280\u672f\u3002\u53d1\u5c55\u6750\u6599\u5927\u5c3a\u5bf8\u5168\u57df\u6210\u5206 \u2013 \u7ed3\u6784 \u2013 \u5de5\u827a \u2013 \u6027\u80fd \u2013 \u670d\u5f79\u7684\u539f\u4f4d\u7edf\u8ba1\u6620\u5c04\u6a21\u578b\uff0c\u63d0\u5347\u6750\u6599\u4ea7\u54c1\u3001\u5de5\u7a0b\u6784\u4ef6\u7684\u8868\u5f81\u80fd\u529b\u3002<\/p>\n<p class=\"outline_title\"><strong>4. \u6781\u7aef\u590d\u6742\u73af\u5883\u6750\u6599\u670d\u5f79\u884c\u4e3a\u667a\u80fd\u8bc4\u4ef7\u88c5\u5907<\/strong><\/p>\n<p>\u53d1\u5c55\u6781\u7aef\u590d\u6742\u73af\u5883\u6750\u6599\u670d\u5f79\u884c\u4e3a\u3001\u5931\u6548\u8fc7\u7a0b\u7684\u8ba1\u7b97\u6a21\u62df\u4e0e\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u57fa\u4e8e\u6570\u5b57\u5b6a\u751f\u7684\u6750\u6599\u670d\u5f79\u4e0e\u5931\u6548\u667a\u80fd\u8bc4\u4ef7\u53ca\u9884\u6d4b\u6280\u672f\uff0c\u63d0\u5347\u52a0\u901f\u6a21\u62df\u5b9e\u9a8c\u7684\u7b49\u6548\u6027\u3002\u7814\u53d1\u591a\u73af\u5883\u56e0\u7d20\u8026\u5408\u6750\u6599\u670d\u5f79\u884c\u4e3a\u9ad8\u6548\u8bc4\u4ef7\u3001\u635f\u4f24\u6f14\u5316\u7684\u591a\u5c3a\u5ea6\u5173\u8054\u5b9e\u9a8c\u6280\u672f\uff0c\u63d0\u9ad8\u6750\u6599\u670d\u5f79\u884c\u4e3a\u8bc4\u4ef7\u5b9e\u9a8c\u6548\u7387\u548c\u5bff\u547d\u9884\u6d4b\u51c6\u5ea6\uff0c\u52a0\u901f\u65b0\u6750\u6599\u7684\u5de5\u7a0b\u5316\u5e94\u7528\u3002<\/p>\n<p class=\"outline_title\"><strong>5. \u6750\u6599\u667a\u80fd\u5b9e\u9a8c\u548c\u64cd\u4f5c\u7cfb\u7edf<\/strong><\/p>\n<p>\u53d1\u5c55\u6750\u6599\u5b9e\u9a8c\u6570\u636e\u81ea\u52a8\u91c7\u96c6\u3001\u5904\u7406\u5206\u6790\u3001\u5b9e\u65f6\u4ea4\u4e92\uff0c\u8bbe\u5907\u4e92\u8054\u4e0e\u7ec4\u7f51\u7b49\u6280\u672f\uff0c\u5f00\u53d1\u7f51\u7edc\u5316\u534f\u540c\u3001\u6a21\u5757\u5316\u8c03\u5ea6\u7684\u6750\u6599\u667a\u80fd\u5b9e\u9a8c\u64cd\u4f5c\u7cfb\u7edf\u3002\u901a\u8fc7\u81ea\u4e3b\u5b9e\u9a8c\u7684\u4e92\u8054\u4e92\u901a\u3001\u7f51\u7edc\u534f\u540c\uff0c\u5b9e\u73b0\u6750\u6599\u5236\u5907 \u2013 \u8868\u5f81 \u2013 \u8bc4\u4ef7\u5168\u94fe\u6761\u7684\u81ea\u4e3b\u5316\uff1b\u901a\u8fc7\u8ba1\u7b97 \u2013 \u5b9e\u9a8c \u2013 \u6570\u636e\u7684\u4ea4\u4e92\u4e0e\u878d\u5408\uff0c\u5b9e\u73b0\u6750\u6599\u7814\u53d1\u5168\u6d41\u7a0b\u7684\u667a\u80fd\u5316\u3002<\/p>\n<p class=\"outline_title\"><strong>\uff08\u4e09\uff09 \u6750\u6599AI\u57fa\u7840\u7b97\u6cd5\u53ca\u5173\u952e\u6280\u672f<\/strong><\/p>\n<p class=\"outline_title\"><strong>1. \u6750\u6599\u673a\u5668\u5b66\u4e60\u57fa\u7840\u7406\u8bba\u4e0e\u6838\u5fc3\u7b97\u6cd5<\/strong><\/p>\n<p>\u7814\u7a76\u6750\u6599\u591a\u4f53\u95ee\u9898\u8ba1\u7b97\u3001\u8de8\u5c3a\u5ea6\u5173\u8054\u3001\u591a\u5c3a\u5ea6\u8026\u5408\u7684\u673a\u5668\u5b66\u4e60\u7406\u8bba\uff0c\u53d1\u5c55\u6750\u6599\u6676\u4f53\u7ed3\u6784\u6df1\u5ea6\u56fe\u795e\u7ecf\u7f51\u7edc\u3001\u53ef\u89e3\u91ca\u6027\u56fe\u8868\u793a\u5b66\u4e60\u65b9\u6cd5\u3002\u7814\u7a76\u6750\u6599\u591a\u6a21\u6001\u6570\u636e\u8868\u793a\u5b66\u4e60\u7b97\u6cd5\u3001\u6750\u6599\u77e5\u8bc6\u63a8\u7406\u53ca\u56e0\u679c\u5173\u7cfb\u6316\u6398\u7b97\u6cd5\uff0c\u5f62\u6210\u6570\u636e\u9a71\u52a8\u7684\u673a\u5668\u5b66\u4e60\u3001\u77e5\u8bc6\u9a71\u52a8\u7684\u7b26\u53f7\u8ba1\u7b97\u76f8\u878d\u5408\u7684\u65b0\u6750\u6599\u53d1\u73b0\u4e0e\u77e5\u8bc6\u6784\u5efa\u65b9\u6cd5\u3002<\/p>\n<p class=\"outline_title\"><strong>2. \u6570\u636e\u9a71\u52a8\u65b0\u6750\u6599\u7814\u53d1\u901a\u7528\u7b97\u6cd5\u4e0e\u8f6f\u4ef6<\/strong><\/p>\n<p>\u53d1\u5c55\u9002\u5e94\u6750\u6599\u5c0f\u6837\u672c\u3001\u9ad8\u566a\u58f0\u6570\u636e\u7684\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u7814\u53d1\u9ad8\u7ef4\u641c\u7d22\u7a7a\u95f4\u548c\u5e7f\u57df\u63a2\u7d22\u7a7a\u95f4\u5185\u7684\u591a\u76ee\u6807\u5168\u57df\u4f18\u5316\u6280\u672f\u3002\u9488\u5bf9\u6750\u6599\u7ec4\u7ec7\u7ed3\u6784\u56fe\u50cf\uff0c\u7814\u53d1\u6df1\u5ea6\u5b66\u4e60\u548c\u56fe\u50cf\u751f\u6210 \/ \u4f18\u5316\u7684\u901a\u7528\u7b97\u6cd5\u53ca\u5e94\u7528\u8f6f\u4ef6\u3002\u9488\u5bf9\u6750\u6599\u591a\u5c3a\u5ea6\u3001\u591a\u8fc7\u7a0b\u8026\u5408\u7684\u9ad8\u7ef4\u6570\u636e\uff0c\u5f00\u53d1\u673a\u5668\u5b66\u4e60\u901a\u7528\u8f6f\u4ef6\u3002<\/p>\n<p class=\"outline_title\"><strong>3. \u9762\u5411AI\u5e94\u7528\u7684\u6750\u6599\u5927\u6570\u636e\u6280\u672f<\/strong><\/p>\n<p>\u7814\u53d1\u591a\u6e20\u9053\u5206\u6563\u91c7\u96c6\u3001\u591a\u65f6\u5e8f\u79bb\u6563\u5b58\u50a8\u3001\u591a\u7ef4\u5ea6\u7edf\u5408\u5173\u8054\u7684\u6750\u6599\u5927\u6570\u636e\u91c7\u96c6\u3001\u5904\u7406\u3001\u5b58\u50a8\u6280\u672f\uff0c\u591a\u6570\u636e\u5e93\u8282\u70b9\u878d\u5408\u4e14\u7edf\u4e00\u670d\u52a1\u7684\u6df7\u5408\u4e91\u67b6\u6784\uff0c\u6750\u6599\u5927\u6570\u636e\u533a\u5757\u94fe\u4e0e\u591a\u4e2d\u5fc3\u5316\u7ba1\u7406\u6280\u672f\u3002\u653b\u5173\u591a\u6e90\u5f02\u6784\u6570\u636e\u96c6\u6210\u8868\u793a\u6280\u672f\uff0c\u5efa\u7acb\u9002\u7528\u4e8eAI\u5e94\u7528\u7684\u6750\u6599\u6570\u636e\u5e93\u4f53\u7cfb\u7ed3\u6784\u53ca\u6570\u636e\u5e93\u8f6f\u4ef6\uff0c\u4fc3\u8fdb\u6750\u6599\u6570\u636e\u8d44\u6e90\u7684\u6574\u5408\u4e0e\u5e94\u7528\u3002<\/p>\n<p class=\"outline_title\"><strong>4. \u6750\u6599\u6570\u5b57\u5b6a\u751f\u6280\u672f<\/strong><\/p>\n<p>\u5f00\u53d1\u6750\u6599\u6570\u5b57\u5b6a\u751f\u6280\u672f\uff0c\u5b9e\u73b0\u201c\u667a\u80fd\u8ba1\u7b97 \u2013 \u6570\u636e\u5efa\u6a21 \u2013 \u81ea\u4e3b \/ \u667a\u80fd\u5b9e\u9a8c\u201d\u6570\u636e\u7684\u5b9e\u65f6\u53cc\u5411\u4ea4\u4e92\u80fd\u529b\u3002\u653b\u5173\u6750\u6599\u6309\u9700\u8bbe\u8ba1\u3001\u9006\u5411\u8bbe\u8ba1\u3001\u5168\u8fc7\u7a0b\u7efc\u5408\u4f18\u5316\u7b49\u65b0\u5174\u6280\u672f\uff0c\u4ee5\u8ba1\u7b97 \u2013 \u5b9e\u9a8c \u2013 \u6570\u636e\u878d\u5408\u652f\u6491\u6750\u6599\u591a\u5c3a\u5ea6\u548c\u5168\u8fc7\u7a0b\u7684\u667a\u80fd\u5316\u4e00\u4f53\u8bbe\u8ba1\u3001\u5168\u6d41\u7a0b\u591a\u76ee\u6807\u534f\u540c\u4f18\u5316\u3002<\/p>\n<p class=\"outline_title\"><strong>\uff08\u56db\uff09 \u667a\u80fd\u5316\u7814\u53d1\u5e73\u53f0\u4e0e\u534f\u540c\u521b\u65b0\u7f51\u7edc<\/strong><\/p>\n<p class=\"outline_title\"><strong>1. 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class=\"outline_title\"><strong>2. 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class=\"outline_title\"><strong>3. 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class=\"outline_title\"><strong>4. \u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u521b\u65b0\u4e2d\u5fc3\u4e0e\u534f\u540c\u521b\u65b0\u7f51\u7edc<\/strong><\/p>\n<p>\u7a81\u7834\u6570\u636e\u5171\u4eab\u3001\u8d44\u6e90\u5171\u4eab\u3001\u77e5\u8bc6\u5171\u4eab\u3001\u4efb\u52a1\u5206\u62c5\u3001\u4ef7\u503c\u5206\u914d\u3001\u7f51\u7edc\u4e92\u8fde\u3001\u4fe1\u606f\u5b89\u5168\u7b49\u65b9\u9762\u7684\u6280\u672f\u548c\u673a\u5236\u74f6\u9888\uff0c\u4ee5\u7f51\u7edc\u5316\u4e92\u8054\u4e92\u901a\u6750\u6599\u8ba1\u7b97\u8bbe\u8ba1\u5e73\u53f0\u3001\u6570\u636e\u57fa\u7840\u8bbe\u65bd\u3001\u667a\u80fd\u5b9e\u9a8c\u7cfb\u7edf\u652f\u6491\u5b9e\u73b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u5173\u8054\u6280\u672f\u4e0e\u4eba\u529b\u8d44\u6e90\u7684\u9ad8\u6548\u534f\u540c\u3002\u5efa\u8bbe\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u521b\u65b0\u4e2d\u5fc3\u3001\u6750\u6599\u667a\u80fd\u5316\u534f\u540c\u521b\u65b0\u7f51\u7edc\uff0c\u652f\u6301\u56e2\u961f\u5316\u7684\u6280\u672f\u534f\u4f5c\uff0c\u6709\u7ec4\u7ec7\u5730\u5f00\u5c55\u79d1\u7814\u6280\u672f\u653b\u5173\u3002<\/p>\n<p class=\"outline_title\"><strong>\u516d\u3001 \u652f\u6491\u65b0\u6750\u6599\u7814\u53d1\u667a\u80fd\u5316\u6280\u672f\u4f53\u7cfb\u53d1\u5c55\u7684\u63aa\u65bd\u5efa\u8bae<\/strong><\/p>\n<p class=\"outline_title\"><strong>\uff08\u4e00\uff09 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