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\u7814\u7a76\u8005\u53ef\u4ee5\u68c0\u67e5\u6bcf\u4e00\u6b65\u7684\u4f9d\u636e\u548c\u7ed3\u679c\uff0c\u5e76\u636e\u6b64\u8c03\u6574\u8bbe\u8ba1\u65b9\u5411\uff0c\u8fdb\u5165\u4e0b\u4e00\u8f6e\u5019\u9009\u5206\u5b50\u4f18\u5316\u3002<\/p>\n

\u6750\u6599\u7814\u53d1\u9700\u8981\u5728\u6587\u732e\u8bc1\u636e\u3001\u7ed3\u6784\u8bbe\u8ba1\u3001\u6027\u80fd\u9884\u6d4b\u4e0e\u673a\u7406\u9a8c\u8bc1\u4e4b\u95f4\u5efa\u7acb\u8054\u7cfb\u3002<\/p>\n

\u4ee5\u9ad8\u6e29\u4ecb\u7535\u8584\u819c\u4e3a\u4f8b\uff0c\u7814\u7a76\u8005\u9700\u8981\u7cfb\u7edf\u68b3\u7406\u76f8\u5173\u4f53\u7cfb\uff0c\u7406\u89e3\u7ed3\u6784\u4e0e\u6027\u80fd\u5173\u7cfb\uff0c\u518d\u901a\u8fc7DFT\u3001\u5206\u5b50\u52a8\u529b\u5b66\u7b49\u65b9\u6cd5\u9a8c\u8bc1\u5019\u9009\u6750\u6599\u7684\u7a33\u5b9a\u6027\u4e0e\u4f5c\u7528\u673a\u7406\u3002<\/p>\n

\u7814\u7a76\u8005\u53ef\u4ee5\u5728\u73bb\u5c14\u00b7\u79d1\u5b66\u7a7a\u95f4\u4e2d\u63cf\u8ff0\u76ee\u6807\u6027\u80fd\u3001\u5de5\u4f5c\u6e29\u5ea6\u548c\u6750\u6599\u7ea6\u675f\u3002<\/p>\n

MatMaster\u636e\u6b64\u5b8c\u6210\u9886\u57df\u8c03\u7814\u3001\u5019\u9009\u4f53\u7cfb\u8bbe\u8ba1\u3001\u8ba1\u7b97\u6a21\u62df\u4e0e\u7ed3\u679c\u5206\u6790\uff0c\u5e76\u7ed9\u51fa\u503c\u5f97\u8fdb\u4e00\u6b65\u5b9e\u9a8c\u9a8c\u8bc1\u7684\u6750\u6599\u65b9\u5411\u53ca\u5176\u4f9d\u636e\u3002<\/p>\n

\u7531\u6b64\uff0c\u7814\u7a76\u8005\u7684\u5173\u6ce8\u91cd\u70b9\u4ece\u201c\u5bfb\u627e\u4e00\u79cd\u6ee1\u8db3\u8981\u6c42\u7684\u6750\u6599\u201d\uff0c\u8fdb\u4e00\u6b65\u8d70\u5411\u201c\u54ea\u4e9b\u4f53\u7cfb\u503c\u5f97\u4f18\u5148\u9a8c\u8bc1\uff0c\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u201d\u3002<\/p>\n

03\u6210\u679c\u8f93\u51fa\u9636\u6bb5\uff1a\u5199\u5f97\u9760\u8c31\uff0c\u5ba1\u5230\u53ef\u4fe1<\/p>\n

\u7814\u7a76\u5b8c\u6210\u540e\uff0c\u8fd8\u6709\u6700\u540e\u4e00\u9053\u5173\u5361\uff1a<\/p>\n

\u600e\u4e48\u628a\u7ed3\u679c\u5199\u6e05\u695a\uff1f\u5f15\u7528\u662f\u5426\u53ef\u9760\uff1f\u6570\u636e\u4e0e\u7ed3\u8bba\u662f\u5426\u4e00\u81f4\uff1f\u9762\u5bf9\u5ba1\u7a3f\u4eba\u7684\u8ffd\u95ee\uff0c\u8bc1\u636e\u662f\u5426\u7ad9\u5f97\u4f4f\uff1f<\/p>\n

\u5728\u73bb\u5c14\u00b7\u79d1\u5b66\u7a7a\u95f4\uff0c\u5199\u4f5c\u52a9\u624b\u53ef\u4ee5\u6839\u636e\u7814\u7a76\u6570\u636e\u4e0e\u5206\u6790\u7ed3\u679c\uff0c\u534f\u52a9\u7814\u7a76\u8005\u68b3\u7406\u601d\u8def\u3001\u7ec4\u7ec7\u8bba\u6587\u7ed3\u6784\u3001\u4e25\u8c28\u6210\u6587\uff0c\u5e76\u8f93\u51faLaTeX\u7b49\u53ef\u7ee7\u7eed\u7f16\u8f91\u7684\u5185\u5bb9\u3002<\/p>\n

\u5ba1\u67e5\u52a9\u624b\u5219\u56f4\u7ed5\u8bba\u6587\u903b\u8f91\u3001\u5f15\u7528\u6765\u6e90\u3001\u56fe\u8868\u6570\u636e\u4e0e\u652f\u6491\u6750\u6599\u8fdb\u884c\u6838\u9a8c\uff0c\u63d0\u793a\u9700\u8981\u8fdb\u4e00\u6b65\u786e\u8ba4\u6216\u8865\u5f3a\u7684\u4f4d\u7f6e\u3002<\/p>\n

\u7814\u7a76\u6210\u679c\u7ad9\u5728\u5168\u4e16\u754c\u3001\u5168\u65f6\u4ee3\u79ef\u7d2f\u7684\u79d1\u5b66\u77e5\u8bc6\u4e4b\u4e0a\u5f62\u6210\uff0c\u4e5f\u9700\u8981\u91cd\u65b0\u8fdb\u5165\u4eba\u7c7b\u77e5\u8bc6\u4f53\u7cfb\uff0c\u63a5\u53d7\u68c0\u9a8c\u3001\u8ba8\u8bba\u4e0e\u9a8c\u8bc1\u3002<\/p>\n

\u73bb\u5c14\u00b7\u79d1\u5b66\u7a7a\u95f4\u901a\u8fc7\u5199\u4f5c\u4e0e\u5ba1\u67e5\u5de5\u4f5c\u6d41\uff0c\u5e2e\u52a9\u7814\u7a76\u8005\u5c06\u8ba1\u7b97\u548c\u5b9e\u9a8c\u7ed3\u679c\u8f6c\u5316\u4e3a\u7ed3\u6784\u6e05\u695a\u3001\u8bc1\u636e\u53ef\u8ffd\u6eaf\u3001\u80fd\u591f\u7ee7\u7eed\u63a5\u53d7\u4e13\u4e1a\u5ba1\u89c6\u7684\u79d1\u5b66\u6210\u679c\u3002<\/p>\n

\u8ba9AI\u771f\u6b63\u8fdb\u5165\u79d1\u7814\u6d41\u7a0b\uff0c\u5173\u952e\u4e0d\u5728\u4e8e\u5355\u7eaf\u589e\u52a0\u6a21\u578b\u53c2\u6570\u6216\u5bf9\u8bdd\u80fd\u529b\uff0c\u800c\u5728\u4e8e\u4e3a\u5176\u63d0\u4f9b\u7406\u89e3\u79d1\u5b66\u3001\u7ec4\u7ec7\u4efb\u52a1\u3001\u8c03\u7528\u5de5\u5177\u548c\u63a5\u53d7\u9a8c\u8bc1\u7684\u5b8c\u6574\u73af\u5883\u3002<\/p>\n

01\u89c4\u6a21\u5316\u79d1\u7814\u8981\u7d20\uff1a\u8fde\u63a5\u77e5\u8bc6\u3001\u8ba1\u7b97\u4e0e\u5b9e\u9a8c\u8d44\u6e90<\/p>\n

Science Navigator\u8fde\u63a5\u8d85\u8fc72\u4ebf\u7bc7\u6587\u732e\u4e0e\u4e13\u5229\uff0c\u4f7fAI\u80fd\u591f\u4ece\u6301\u7eed\u66f4\u65b0\u7684\u79d1\u5b66\u77e5\u8bc6\u4e2d\u68c0\u7d22\u8bc1\u636e\uff1b<\/p>\n

DeployMaster\u7cbe\u9009\u90e8\u7f72\u8d855\u4e07\u4e2a\u7ecf\u5178\u79d1\u5b66\u8ba1\u7b97\u5de5\u5177\uff0c\u5e76\u4e0e\u6df1\u52bf\u79d1\u6280\u81ea\u7814\u7684\u201c\u6df1\u52bf\u00b7\u5b87\u77e5\u201d\u6a21\u578b\u548c\u5de5\u5177\uff0c\u5982DPA\u3001Uni-Mol\u3001Uni-AIMS\u7b49\u5927\u6a21\u578b\uff0c\u53caUni-FEP\u3001Uni-Dock\u7b49\u8ba1\u7b97\u5de5\u5177\u4f53\u7cfb\u5f62\u6210\u5bc6\u5207\u914d\u5408\uff0c\u4f7f\u6a21\u578b\u4e0e\u8f6f\u4ef6\u53ef\u4ee5\u6839\u636e\u4efb\u52a1\u88ab\u5373\u65f6\u8c03\u7528\uff1b<\/p>\n

\u5728\u6e7f\u5b9e\u9a8c\u7684\u6267\u884c\u9636\u6bb5\uff0cUni-Lab-OS\u5df2\u7ecf\u80fd\u591f\u8fde\u63a5\u8d85150\u4e2a\u5927\u7c7b\u30011800\u6b3e\u4eea\u5668\u8bbe\u5907\uff0c\u5e76\u6b63\u5728\u8fde\u63a5\u66f4\u5e7f\u9614\u7684\u5b9e\u9a8c\u4eea\u5668\u751f\u6001\uff0c\u672a\u6765\u4f1a\u8ba9\u6570\u636e\u3001\u6837\u54c1\u3001\u64cd\u4f5c\u4e0e\u7ed3\u679c\u6574\u5408\u8fdb\u5165\u7edf\u4e00\u95ed\u73af\u7684\u7814\u7a76\u94fe\u8def\u3002<\/p>\n

\u8fd9\u4e9b\u4e30\u5bcc\u3001Agent-ready\u7684\u79d1\u7814\u8981\u7d20\uff0c\u4e3aAI\u6267\u884c\u771f\u5b9e\u79d1\u7814\u4efb\u52a1\u63d0\u4f9b\u57fa\u7840\u3002<\/p>\n

02\u591a\u6a21\u6001\u77e5\u8bc6\u7406\u89e3\u4e0e\u7ec4\u7ec7\uff1a\u8bc1\u636e\u51c6\u786e\u62bd\u53d6\uff0c\u77e5\u8bc6\u5173\u7cfb\u7cfb\u7edf\u638c\u63e1<\/p>\n

Uni-Parser\u53ef\u9ad8\u6548\u5904\u7406\u8bba\u6587\u3001\u56fe\u8868\u3001\u5206\u5b50\u7ed3\u6784\u3001\u516c\u5f0f\u3001\u8868\u683c\u53ca\u5b9e\u9a8c\u8bb0\u5f55\u7b49\u591a\u6a21\u6001\u79d1\u5b66\u4fe1\u606f\u3002<\/p>\n

\u9488\u5bf9\u6587\u672c\u3001\u6570\u5b66\u516c\u5f0f\u548c\u8868\u683c\u4e09\u7c7b\u7ed3\u6784\u5316\u5185\u5bb9\uff0c\u5176\u89e3\u6790\u51c6\u786e\u7387\u5747\u8d85\u8fc798%\uff1b<\/p>\n

\u540c\u65f6\uff0c\u7cfb\u7edf\u8fd8\u80fd\u6709\u6548\u8bc6\u522b\u56fe\u8868\u3001\u6d41\u7a0b\u56fe\u3001\u5206\u5b50\u5f0f\u4e0e\u5316\u5b66\u53cd\u5e94\u5f0f\u7b49\u590d\u6742\u89c6\u89c9\u4fe1\u606f\uff0c\u5b9e\u73b0\u5206\u6563\u6570\u636e\u7684\u7edf\u4e00\u5316\u3001\u53ef\u6eaf\u6e90\u4e0e\u673a\u5668\u53ef\u8bfb\u8f6c\u5316\u3002<\/p>\n

\u79d1\u5b66\u5bfc\u822a\u4e0e\u5927\u77e5\u8bc6\u6a21\u578bLKM\u8fdb\u4e00\u6b65\u7ec4\u7ec7\u6587\u732e\u3001\u4e13\u5229\u3001\u6570\u636e\u4e0e\u7814\u7a76\u8bb0\u5f55\u4e4b\u95f4\u7684\u5b9e\u4f53\u5173\u7cfb\u3001\u8bc1\u636e\u6765\u6e90\u548c\u7814\u7a76\u8109\u7edc\uff0c\u4f7fAI\u80fd\u591f\u56f4\u7ed5\u4e00\u4e2a\u79d1\u5b66\u95ee\u9898\u7406\u89e3\u5df2\u6709\u5171\u8bc6\u3001\u5173\u952e\u5206\u6b67\u4e0e\u7814\u7a76\u7a7a\u767d\u3002<\/p>\n

03\u667a\u80fd\u4f53\u7f16\u6392\u4e0e\u957f\u7a0b\u6267\u884c\uff1a\u5f3a\u89c4\u5212\u80fd\u529b\uff0c\u9ad8\u5bb9\u9519\u7387\u7684SciX\u6846\u67b6<\/p>\n

SciX\u667a\u80fd\u4f53\u6846\u67b6\u5c06\u7814\u7a76\u76ee\u6807\u62c6\u89e3\u4e3a\u53ef\u6267\u884c\u6b65\u9aa4\uff0c\u534f\u8c03\u77e5\u8bc6\u3001\u6a21\u578b\u3001\u8f6f\u4ef6\u3001\u7b97\u529b\u548c\u5b9e\u9a8c\u8d44\u6e90\uff0c\u5e76\u5728\u5173\u952e\u8282\u70b9\u8fdb\u884c\u68c0\u67e5\u4e0e\u6821\u9a8c\uff1b\u5728\u4efb\u52a1\u9636\u6bb5\u6027\u53d7\u963b\u65f6\u4e5f\u80fd\u591f\u81ea\u52a8\u8bca\u65ad\u4e0e\u77eb\u6b63\uff0c\u62e5\u6709\u6781\u9ad8\u7684\u4efb\u52a1\u5bb9\u9519\u7387\u3002<\/p>\n

Sandbox\u4e3a\u4efb\u52a1\u63d0\u4f9b\u6279\u91cf\u3001\u9694\u79bb\u548c\u53ef\u6062\u590d\u7684\u8fd0\u884c\u73af\u5883\uff0c\u5e76\u652f\u6301\u5728\u5f02\u6784\u8ba1\u7b97\u8d44\u6e90\u4e4b\u95f4\u8fdb\u884c\u8c03\u5ea6\uff0c\u5728\u7d2f\u8ba1\u542f\u52a8\u7ea6185\u4e07\u6b21\u7684\u7edf\u8ba1\u7a97\u53e3\u5185\u521b\u5efa\u6210\u529f\u7387\u8fbe\u523098.8%\u3002<\/p>\n

AI\u56e0\u6b64\u80fd\u591f\u4ece\u4e00\u6b21\u7814\u7a76\u5bf9\u8bdd\u8fdb\u5165\u5b8c\u6574\u79d1\u7814\u5de5\u4f5c\u6d41\uff0c\u6301\u7eed\u6267\u884c\u8c03\u7814\u3001\u5047\u8bbe\u63a8\u6f14\u3001\u8ba1\u7b97\u6a21\u62df\u3001\u7ed3\u679c\u5206\u6790\u4e0e\u6210\u679c\u8f93\u51fa\u3002<\/p>\n

04\u534f\u540c\u8fdb\u5316\uff1a\u5de5\u5177\u3001\u667a\u80fd\u4f53\u548c\u4eba\u7c7b\u5728\u771f\u5b9e\u4efb\u52a1\u53cd\u9988\u4e2d\u534f\u540c\u8fdb\u5316<\/p>\n

\u6bcf\u4e00\u6b21\u68c0\u7d22\u3001\u9605\u8bfb\u3001\u8ba1\u7b97\u8c03\u7528\u548c\u5b9e\u9a8c\u6267\u884c\uff0c\u90fd\u6784\u6210\u5f53\u524d\u95ee\u9898\u7684\u5904\u7406\u8fc7\u7a0b\uff1b\u79d1\u5b66\u5bb6\u7684\u4fee\u6b63\u3001\u8ba1\u7b97\u7ed3\u679c\u3001\u5b9e\u9a8c\u6570\u636e\u4e0e\u5931\u8d25\u7ecf\u9a8c\uff0c\u4e5f\u5171\u540c\u6784\u6210\u201c\u79d1\u5b66\u8bad\u7ec3\u573a\u201d\uff0c\u4e3a\u5de5\u5177\u3001\u667a\u80fd\u4f53\u548c\u4eba\u7c7b\u7ecf\u9a8c\u7684\u79ef\u7d2f\u548c\u8bad\u7ec3\u63d0\u5347\u63d0\u4f9b\u957f\u671f\u517b\u6599\uff0c\u4e3a\u540e\u7eed\u66f4\u597d\u5730\u5b8c\u6210\u79d1\u7814\u4efb\u52a1\u63d0\u4f9b\u91cd\u8981\u53cd\u9988\u3002<\/p>\n

\u968f\u7740\u66f4\u591a\u6d41\u7a0b\u88ab\u6267\u884c\u3001\u6821\u9a8c\u548c\u590d\u7528\uff0c\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u65b9\u6cd5\u53ef\u4ee5\u6c89\u6dc0\u4e3a\u53ef\u590d\u7528\u7684\u80fd\u529b\u4e0e\u5de5\u4f5c\u6d41\uff0c\u501f\u52a9EvoMaster\u667a\u80fd\u4f53\u7684\u81ea\u5b66\u4e60\u548c\u81ea\u8fdb\u5316\u673a\u5236\uff0c\u5e73\u53f0\u4e5f\u4f1a\u201c\u8d8a\u6765\u8d8a\u61c2\u4f60\u201d\uff0c\u5e2e\u52a9\u79d1\u7814\u7ec4\u7ec7\u628a\u4efb\u52a1\u7ecf\u9a8c\u5145\u5206\u6c89\u6dc0\u5230\u6574\u4e2a\u5de5\u4f5c\u4f53\u7cfb\u4e2d\uff0c\u51cf\u5c11\u91cd\u590d\u914d\u7f6e\u4e0e\u91cd\u590d\u8bd5\u9519\u3002<\/p>\n

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\u73bb\u5c14\u00b7\u79d1\u5b66\u7a7a\u95f4\u65e2\u53ef\u4ee5\u4f5c\u4e3a\u79d1\u7814\u4eba\u5458\u8c03\u7528\u77e5\u8bc6\u3001\u6570\u636e\u548c\u5de5\u5177\u7684\u7edf\u4e00\u5de5\u4f5c\u53f0\uff0c\u4e5f\u53ef\u4ee5\u6210\u4e3a\u79d1\u7814\u56e2\u961f\u7ec4\u7ec7AI\u79d1\u5b66\u5bb6\u3001\u590d\u7528\u7814\u7a76\u6d41\u7a0b\u4e0e\u6c89\u6dc0\u79d1\u7814\u7ecf\u9a8c\u7684\u534f\u4f5c\u73af\u5883\u3002<\/p>\n

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