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Initiative,\u7b80\u79f0MGI)\uff0c\u8be5\u8ba1\u5212\u5728\u6750\u6599\u79d1\u5b66\u4e2d\u6380\u8d77\u4e86\u4e00\u573a\u9769\u547d\u3002\u76ee\u524d\uff0c\u673a\u5668\u5b66\u4e60\u5728\u6750\u6599\u79d1\u5b66\u4e2d\u5df2\u7ecf\u5f97\u5230\u4e86\u4e00\u4e9b\u8fdb\u5c55\uff0c\u5982\u8fdb\u884c\u6750\u6599\u7ed3\u6784\u3001\u76f8\u53d8\u53ca\u7f3a\u9677\u7684\u5206\u6790[4-6]\u3001\u8f85\u52a9\u6750\u6599\u6d4b\u8bd5\u7684\u8868\u5f81[7-9]\u7b49\u3002<\/p>\n 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2018\u5e74Zong[5]\u7b49\u4eba\u91c7\u7528\u968f\u673a\u68ee\u6797\u7b97\u6cd5\u4ee5\u53ca\u56de\u5f52\u6a21\u578b<\/b><\/strong>\uff0c\u6765\u7814\u7a76\u8d85\u5bfc\u4f53\u7684\u4e34\u754c\u6e29\u5ea6\u3002\u9996\u5148\uff0c\u6839\u636eSuperCon\u6570\u636e\u5e93\u4e2d\u4fe1\u606f\uff0c\u5bf9\u8d85\u8fc712,000\u79cd\u5df2\u77e5\u8d85\u5bfc\u4f53\u548c\u5019\u9009\u6750\u6599\u7684\u8d85\u5bfc\u8f6c\u53d8\u6e29\u5ea6\uff08Tc\uff09\u8fdb\u884c\u5efa\u6a21\u3002\u6839\u636eTc\u662f\u9ad8\u4e8e\u8fd8\u662f\u4f4e\u4e8e10K\uff0c\u5c06\u6750\u6599\u5206\u4e3a\u4e24\u7c7b\uff0c\u6784\u5efa\u975e\u53c2\u6570\u968f\u673a\u68ee\u6797\u5206\u7c7b\u6a21\u578b<\/b><\/strong>\u9884\u6d4b\u8d85\u5bfc\u4f53\u7684\u7c7b\u522b\u3002\u968f\u673a\u68ee\u6797\u6a21\u578b\u4ee5\u53ca\u8d85\u5bfc\u6750\u6599Tc\u6563\u70b9\u56fe\u5982\u56fe3-5\u30013-6\u6240\u793a\u3002\u968f\u540e\u5f00\u53d1\u4e86\u56de\u5f52\u6a21\u578b<\/b><\/strong>\u6765\u9884\u6d4b\u94dc\u57fa\u3001\u94c1\u57fa\u548c\u4f4e\u6e29\u8f6c\u53d8\u5316\u5408\u7269\u7b49\u5404\u79cd\u6750\u6599\u7684Tc 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C. Agar[7]\u7b49\u4eba\u8bbe\u8ba1\u4e86\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u6d41\u7a0b\uff0c\u5e2e\u52a9\u6211\u4eec\u7406\u89e3\u548c\u8bbe\u8ba1\u94c1\u7535\u6750\u6599\u3002\u9996\u5148\uff0c\u5229\u7528\u4e3b\u6210\u5206\u5206\u6790\u6cd5\uff08PCA\uff09<\/b><\/strong>\u5bf9\u94c1\u7535\u78c1\u6ede\u56de\u7ebf\u8fdb\u884c\u964d\u566a\u5904\u7406\uff0c\u964d\u566a\u540e\u7684\u78c1\u6ede\u66f2\u7ebf\u7531\uff08\u56fe3-7\uff09\u9ed1\u7ebf\u6240\u793a\uff0c\u80fd\u591f\u5f88\u597d\u7684\u62df\u5408\u78c1\u6ede\u56de\u7ebf\u6240\u6709\u7ed3\u6784\u7279\u5f81\uff0c\u89e3\u51b3\u4e86\u4f20\u7edf15\u53c2\u6570\u51fd\u6570\u62df\u5408\u7cbe\u5ea6\u4e0d\u591f\u7684\u95ee\u9898\uff08\u56fe3-7\uff09\u7ea2\u8272\u3002\u7136\u540e\uff0c\u4e3a\u4e86\u5b9a\u91cf\u7684\u5206\u6790\u538b\u7535\u6ede\u56de\u7ebf\u7684\u51f9\u9677\u7279\u5f81\uff0c\u6784\u5efa\u56fe3-8\u6240\u793a\u7684\u51f8\u7ed3\u6784\u66f2\u7ebf\u3002\u5229\u7528k-\u5747\u503c\u805a\u7c7b<\/b><\/strong>\u7b97\u6cd5\uff0c\u6839\u636e\u51f9\u9677\u4e2d\u5fc3\u4e0e\u7ea2\u7ebf\u7684\u8ddd\u79bb\uff0c\u5bf9\u78c1\u6ede\u56de\u7ebf\u7684\u8f6c\u53d8\u8fc7\u7a0b\u8fdb\u884c\u5206\u7c7b\u3002\u5f53\u6211\u4eec\u8fdb\u884cPFM\u56fe\u8c31\u5206\u6790\u65f6\uff0c\u4ec5\u4ec5\u80fd\u8868\u5f81a1\/a2\/a1\/a2\u4e0ec\/a\/c\/a\u4e4b\u95f4\u7684\u8f6c\u53d8\uff0c\u800c\u4e0d\u80fd\u53d1\u73b0a1\/a2\/a1\/a2\u5185\u7684\u53cd\u8f6c\uff0c\u56e0\u6b64\u5c06\u4e0a\u8ff0\u964d\u566a\u5904\u7406\u7684\u6570\u636e\u3001\u51f8\u58f3\u66f2\u7ebf\u4ee5\u53cak-\u5747\u503c\u805a\u7c7b\u7684\u65b9\u6cd5\u7ed3\u5408\u5728\u4e00\u8d77\u8fdb\u884c\u5206\u6790\uff0c\u53d1\u73b0\u4e86a1\/a2\/a1\/a2\u5185\u7684\u7ed3\u6784\u7684\u8f6c\u53d8\u673a\u5236\u3002\u5e76\u5229\u7528\u4ea4\u53c9\u9a8c\u8bc1\u7684\u65b9\u6cd5\uff0c\u89e3\u91ca\u4e86\u5206\u7c7b\u6a21\u578b\u7684\u51c6\u786e\u6027\uff0c\u7cbe\u786e\u5ea6\u4e3a92\u00b10.01%\uff08\u56fe3-9\uff09\u3002\u6b64\u5916\uff0c\u4f5c\u8005\u5229\u7528\u9ad8\u65af\u62df\u5408<\/b><\/strong>\u5b9a\u91cf\u5316\u78c1\u6ede\u8f6c\u53d8\u66f2\u7ebf\u7684\u5e45\u5ea6\uff0c\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u786e\u5b9a\u4e86\u201c\u5cf0\u201d\/\u201c\u8c37\u201dc\/a\/c\/a\u00a0–\u00a0a1\/a2\/a1\/a2\u57df\u8fb9\u754c\u4e0a\u7684\u94c1\u5f39\u6027\u589e\u52a0\u7684\u7279\u5f81\uff08\u56fe3-10\uff09\uff0c\u800c\u8fd9\u4e00\u7279\u5f81\u662f\u4eba\u4e3a\u65e0\u6cd5\u53d1\u6398\u7684\u3002\u4e00\u65e6\u5efa\u7acb\u4e86\u8be5\u7279\u5f81\uff0c\u8be5\u5de5\u4f5c\u6d41\u7a0b\u5c31\u53ef\u4ee5\u91cf\u5316\u5177\u6709\u7edf\u8ba1\u663e\u7740\u6027\u548c\u7eb3\u7c73\u7ea7\u5206\u8fa8\u7387\u7684\u6548\u5e94\u3002<\/p>\n \u56fe3-7\u00a0\u5355\u4e2a\u50cf\u7d20\u5904\u538b\u7535\u54cd\u5e94\u7684\u78c1\u6ede\u56de\u7ebf\uff1a\u539f\u59cb\u6570\u636e\uff08\u84dd\u8272\u5706\u5708\uff09\uff0c\u4f20\u7edf\u62df\u5408\u66f2\u7ebf\uff08\u7ea2\u7ebf\uff09\u548c\u964d\u566a\u5904\u7406\u540e\u7684\u66f2\u7ebf\uff08\u9ed1\u7ebf\uff09\u3002<\/p>\n \u56fe3-8\u538b\u7535\u54cd\u5e94\u78c1\u6ede\u56de\u7ebf\u7684\u51f8\u58f3\u7ed3\u6784\u793a\u4f8b\uff08\u7ea2\u8272\uff09\u3002 \u6807\u8bb0\u8868\u793a\u51f8\u591a\u8fb9\u5f62\u4e0a\u7684\u70b9\u3002 \u9634\u5f71\u533a\u57df\u8868\u793a\u7528\u4e8e\u521b\u5efa\u51f9\u5ea6\u66f2\u7ebf\u7684\u533a\u57df<\/p>\n \u56fe3-9\u5206\u7c7b\u6a21\u578b\u7cbe\u786e\u5ea6\u56fe<\/p>\n \u56fe3-10<\/p>\n \uff08a~d\uff09\u7531\u9ad8\u65af\u62df\u5408\u94c1\u7535\u4f53\u8ba1\u7b97\u7684\u51f9\u9762\u79ef\u56fe\uff1b\uff08e\uff09\u5206\u5c42\u57df\u7ed3\u6784\u7684\u6a2a\u622a\u9762\u7684\u793a\u610f\u56fe\uff1b\uff08f, g\uff09\u9760\u8fd1\u8868\u9762\u663e\u793a\u5207\u6362\u8fc7\u7a0b\u7684\u7279\u5199\u955c\u5934\uff1b\uff08h\uff09a1 \/ a2 \/ a1 \/ a2\u9891\u6bb5\u538b\u7535\u54cd\u5e94\u78c1\u6ede\u56de\u7ebf\uff1b\uff08i\uff09\u8868\u793a\u6750\u6599\u7684\u80fd\u91cf\u5438\u6536\u7279\u6027\u7684\u60ac\u81c2\u5171\u632f\u54c1\u8d28\u56e0\u6570\u56fe\u50cf<\/p>\n \u5728\u626b\u63cf\u900f\u5c04\u7535\u5b50\u663e\u5fae\u955c\uff08STEM\uff09\u7684\u6570\u636e\u5206\u6790\u4e2d\uff0c\u7531\u4e8e\u6570\u636e\u7684\u6570\u91cf\u548c\u7ef4\u5ea6\u7684\u589e\u5927\uff0c\u4f7f\u5f97\u624b\u52a8\u975e\u539f\u4f4d\u5206\u6790\u5b58\u5728\u5c40\u9650\u6027\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c2019\u5e742\u6708\uff0cMaksov\u7b49\u4eba[9]\u5efa\u7acb\u4e86\u673a\u5668\u5b66\u4e60\u6a21\u578b\u6765\u81ea\u52a8\u5206\u6790\u56fe\u50cf\u3002\u9996\u5148\uff0c\u6784\u5efa\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b<\/b><\/strong>\uff08\u56fe3-11\uff09\uff0c\u8bc6\u522b\u5728STEM\u6570\u636e\u4e2d\u51fa\u73b0\u7684\u7834\u574f\u6676\u683c\u5468\u671f\u6027\u7684\u7f3a\u9677\uff0c\u5229\u7528\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u5728\u5176\u4f59\u7684\u5b9e\u9a8c\u4e2d\u627e\u5230\u5404\u79cd\u7c7b\u578b\u7684\u539f\u5b50\u7f3a\u9677\u3002\u7136\u540e\uff0c\u4f7f\u7528\u9ad8\u65af\u6df7\u5408\u6a21\u578b<\/b><\/strong>\u5bf9\u68c0\u6d4b\u5230\u7684\u7f3a\u9677\u7ed3\u6784\u8fdb\u884c\u65e0\u76d1\u7763\u5206\u7c7b\uff08\u56fe3-12\uff09\uff0c\u5e76\u663e\u793a\u5206\u7c7b\u7ed3\u679c\u53ef\u4ee5\u4e0e\u7279\u5b9a\u7684\u7269\u7406\u7ed3\u6784\u76f8\u5173\u8054\u3002\u4f5c\u8005\u8fdb\u4e00\u6b65\u6269\u5c55\u4e86\u5176\u6846\u67b6\uff0c\u4ee5\u63d0\u53d6\u786b\u7a7a\u4f4d\u7684\u6269\u6563\u53c2\u6570\uff0c\u5e76\u5206\u6790\u4e86\u4e0e\u7531Mo\u63ba\u6742\u5242\u548c\u786b\u7a7a\u4f4d\u7ec4\u6210\u7684\u4e0d\u540c\u914d\u7f6e\u7684\u7f3a\u9677\u914d\u5408\u7269\u4e4b\u95f4\u5207\u6362\u76f8\u5173\u7684\u8f6c\u6362\u6982\u7387\uff0c\u4ece\u800c\u6df1\u5165\u4e86\u89e3\u70b9\u7f3a\u9677\u52a8\u529b\u5b66\u548c\u53cd\u5e94\uff08\u56fe3-13\uff09\u3002<\/p>\n \u56fe3-11\u8bc6\u522b\u7834\u574f\u6676\u683c\u5468\u671f\u6027\u7684\u7f3a\u9677\u7684\u6df1\u5ea6\u5377\u79ef\u795e\u7ecf\u7f51\u7edc<\/p>\n \u56fe3-12\u7531\u6df1\u5ea6\u5377\u79ef\u795e\u7ecf\u7f51\u7edc\u786e\u5b9a\u7684\u65e0\u76d1\u7763\u7684\u7f3a\u9677\u5206\u7c7b<\/p>\n \u56fe3-13\u4e0d\u540c\u7f3a\u9677\u6001\u4e4b\u95f4\u8f6c\u79fb\u6982\u7387\u7684\u5206\u6790<\/p>\n \u4e0e\u5176\u4ed6\u9886\u57df\uff0c\u5982\u91d1\u878d\u3001\u4e92\u8054\u7f51\u7528\u6237\u5206\u6790\u3001\u5929\u6c14\u9884\u6d4b\u7b49\u76f8\u6bd4\uff0c\u6750\u6599\u79d1\u5b66\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8fdb\u884c\u9884\u6d4b\u7684\u7f3a\u70b9\u5c31\u662f\u6750\u6599\u4e2d\u7684\u6570\u636e\u91cf\u76f8\u5bf9\u8f83\u5c11\u3002\u90a3\u4e48\u5728\u4fdd\u8bc1\u6a21\u578b\u8d28\u91cf\u7684\u524d\u63d0\u4e0b\uff0c\u5efa\u7acb\u4e00\u4e2a\u7cbe\u786e\u7684\u5c0f\u6570\u636e\u5206\u6790\u6a21\u578b\u662f\u76ee\u524d\u7814\u7a76\u8005\u5e94\u8be5\u5173\u6ce8\u7684\u95ee\u9898\uff0c\u76ee\u524d\u5df2\u6709\u90e8\u5206\u7814\u7a76\u4eba\u5458\u5efa\u7acb\u4e86\u5c0f\u6570\u636e\u6a21\u578b[10, 11]\uff0c\u4f46\u7cbe\u5ea6\u4ee5\u53ca\u666e\u9002\u6027\u4ecd\u9700\u8fdb\u4e00\u6b65\u4f18\u5316\u9a8c\u8bc1\uff1b\u6b64\u5916\uff0cButler\u7b49\u4eba\u5728\u7efc\u8ff0[1]\u4e2d\u63d0\u5230\uff0c\u91cf\u5b50\u8ba1\u7b97\u5728\u68c0\u6d4b\u548c\u7ea0\u6b63\u6570\u636e\u65f6\u53ef\u80fd\u4f1a\u4ea7\u751f\u9519\u8bef\uff0c\u90a3\u4e48\u91cf\u5b50\u673a\u5668\u5b66\u4e60\u4fbf\u5f00\u62d3\u4e86\u673a\u5668\u5b66\u4e60\u5728\u89e3\u51b3\u91cf\u5b50\u95ee\u9898\u4e0a\u7684\u5e94\u7528\u9886\u57df\u3002<\/p>\n \u4ee5\u4e0a\uff0c\u4fbf\u662f\u672c\u4eba\u5bf9\u673a\u5668\u5b66\u4e60\u5bf9\u6750\u6599\u9886\u57df\u7684\u53d1\u5c55\u4f5c\u7528\u7684\u7406\u89e3\uff0c\u5982\u679c\u4e0d\u8db3\uff0c\u8bf7\u6307\u6b63\u3002<\/p>\n [1] K.T. Butler, D.W. Davies, H. Cartwright, O. Isayev, A. Walsh, Nature, 559 (2018) 547.<\/p>\n [2] D.-H. Kim, T.J. Kim, X. Wang, M. Kim, Y.-J. Quan, J.W. Oh, S.-H. Min, H. Kim, B. Bhandari, I. Yang, International Journal of Precision Engineering and Manufacturing-Green Technology, 5 (2018) 555-568.<\/p>\n [3] \u5468\u5b50\u626c, \u7535\u5b50\u4e16\u754c, (2017) 72-73.<\/p>\n [4] O. Isayev, C. Oses, C. Toher, E. Gossett, S. Curtarolo, A. Tropsha, Nature communications, 8 (2017) 15679.<\/p>\n [5] V. Stanev, C. Oses, A.G. Kusne, E. Rodriguez, J. Paglione, S. Curtarolo, I. Takeuchi, npj Computational Materials, 4 (2018) 29.<\/p>\n [6] A. Rovinelli, M.D. Sangid, H. Proudhon, W. Ludwig, npj Computational Materials, 4 (2018) 35.<\/p>\n [7] J.C. Agar, Y. Cao, B. Naul, S. Pandya, S. van der Walt, A.I. Luo, J.T. Maher, N. Balke, S. Jesse, S.V. Kalinin, Advanced Materials, 30 (2018) 1800701.<\/p>\n [8] R.K. Vasudevan, N. Laanait, E.M. Ferragut, K. Wang, D.B. Geohegan, K. Xiao, M. Ziatdinov, S. Jesse, O. Dyck, S.V. Kalinin, npj Computational Materials, 4 (2018) 30.<\/p>\n [9] A. Maksov, O. Dyck, K. Wang, K. Xiao, D.B. Geohegan, B.G. Sumpter, R.K. Vasudevan, S. Jesse, S.V. Kalinin, M. Ziatdinov, npj Computational Materials, 5 (2019) 12.<\/p>\n [10] Y. Zhang, C. Ling, Npj Computational Materials, 4 (2018) 25.<\/p>\n [11] H. Trivedi, V.V. Shvartsman, M.S. Medeiros, R.C. Pullar, D.C. Lupascu, npj Computational Materials, 4 (2018) 28.<\/p>\n \u5f80\u671f\u56de\u987e\uff1a<\/strong><\/p>\n \u8ba4\u8bc6\u8fd9\u4e9b\u5e26\u4f60\u8f7b\u677e\u4e0a\u738b\u8005\u2014\u2014\u7535\u50ac\u5316\u4ea7\u6c27\uff08OER\uff09\u6d4b\u8bd5\u624b\u6bb5\u89e3\u6790<\/a><\/p>\n \u65b0\u80fd\u6e90\u6750\u6599\u9886\u57df\u5e38\u89c1\u7684\u78b3\u5305\u8986\u6cd5\u2014\u2014\u5e94\u7528\u53ca\u7279\u70b9<\/a><\/p>\n \u5355\u6676\u57f9\u517b\u79d8\u8bc0\u2014\u2014\u77e5\u5df1\u77e5\u5f7c\uff0c\u5bf9\u75c7\u4e0b\u65b9\uff0c\u65b9\u80fd\u529f\u6210\uff01<\/a><\/p>\n \u98de\u79d2X\u5c04\u7ebf\u5728\u91cf\u5b50\u6750\u6599\u52a8\u529b\u5b66\u4e2d\u7684\u63a2\u6d4b\u8fd0\u7528<\/a><\/p>\n1\u524d\u8a00<\/b><\/strong><\/h1>\n
2\u673a\u5668\u5b66\u4e60\u7b80\u4ecb<\/b><\/strong><\/h1>\n
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<\/p>\n3 \u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5728\u6750\u6599\u8bbe\u8ba1\u4e2d\u7684\u5e94\u7528<\/b><\/strong><\/h1>\n
3.1 <\/b><\/strong>\u6750\u6599\u7ed3\u6784\u3001\u76f8\u53d8\u53ca\u7f3a\u9677\u7684\u5206\u6790<\/b><\/strong><\/h2>\n
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<\/p>\n3.2 <\/b><\/strong>\u8f85\u52a9\u6750\u6599\u6d4b\u8bd5\u7684\u8868\u5f81<\/b><\/strong><\/h1>\n
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<\/p>\n4 <\/b><\/strong>\u673a\u5668\u5b66\u4e60\u5728\u6750\u6599\u9886\u57df\u7684\u7814\u7a76\u5c55\u671b<\/b><\/strong><\/h1>\n
\u53c2\u8003\u6587\u732e<\/b><\/strong><\/h1>\n