{"id":39977,"date":"2025-04-08T04:02:24","date_gmt":"2025-04-07T20:02:24","guid":{"rendered":"https:\/\/17aitech.com\/?p=39977"},"modified":"2025-04-08T04:02:24","modified_gmt":"2025-04-07T20:02:24","slug":"%e6%96%b0sota%ef%bc%8cai%e5%a2%9e%e5%bc%ba%e5%8c%bb%e5%ad%a6%e8%9b%8b%e7%99%bd%e8%b4%a8%e7%bb%84%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%ef%bc%8c%e6%89%a9%e6%95%a3%e6%a8%a1%e5%9e%8b%e9%a9%b1%e5%8a%a8","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=39977","title":{"rendered":"\u65b0SOTA\uff0cAI\u589e\u5f3a\u533b\u5b66\u86cb\u767d\u8d28\u7ec4\u6570\u636e\u5206\u6790\uff0c\u6269\u6563\u6a21\u578b\u9a71\u52a8\u7684\u4ece\u5934\u80bd\u6d4b\u5e8f"},"content":{"rendered":"

\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:\u65b0SOTA\uff0cAI\u589e\u5f3a\u533b\u5b66\u86cb\u767d\u8d28\u7ec4\u6570\u636e\u5206\u6790\uff0c\u6269\u6563\u6a21\u578b\u9a71\u52a8\u7684\u4ece\u5934\u80bd\u6d4b\u5e8f<\/a><\/p>\n

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\u7f16\u8f91 | \u841d\u535c\u76ae<\/p>\n

\u968f\u7740\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u5927\u591a\u6570\u6280\u672f\u548c\u81ea\u7136\u79d1\u5b66\u9886\u57df\u90fd\u5728\u8fc5\u901f\u53d1\u5c55\u3002\u751f\u7269\u6280\u672f\u9886\u57df\u5c24\u5176\u5982\u6b64\uff0c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4e3a\u836f\u7269\u7814\u53d1\u3001\u7cbe\u51c6\u533b\u7597\u3001\u57fa\u56e0\u7f16\u8f91\u3001\u98df\u54c1\u5b89\u5168\u4ee5\u53ca\u8bb8\u591a\u5176\u4ed6\u7814\u7a76\u9886\u57df\u5e26\u6765\u4e86\u91cd\u5927\u7a81\u7834\u3002<\/p>\n

\u5176\u4e2d\u4e00\u4e2a\u5206\u652f\u9886\u57df\u662f\u86cb\u767d\u8d28\u7ec4\u5b66\uff0c\u5373\u5927\u89c4\u6a21\u7814\u7a76\u86cb\u767d\u8d28\u7684\u5b66\u79d1\uff0c\u8be5\u5b66\u79d1\u5c06\u5927\u91cf\u86cb\u767d\u8d28\u6570\u636e\u6536\u96c6\u5230\u6570\u636e\u5e93\u4e2d\uff0c\u4ee5\u4fbf\u4e0e\u6837\u672c\u8fdb\u884c\u6bd4\u8f83\u3002\u8fd9\u4e9b\u6570\u636e\u5e93\u4f7f\u79d1\u5b66\u5bb6\u80fd\u591f\u8fa8\u522b\u6837\u672c\u4e2d\u5b58\u5728\u54ea\u4e9b\u86cb\u767d\u8d28\uff08\u4ee5\u53ca\u5fae\u751f\u7269\uff09\u3002\u5b83\u4eec\u4f7f\u533b\u751f\u80fd\u591f\u8bca\u65ad\u75be\u75c5\u3001\u76d1\u6d4b\u6cbb\u7597\u6548\u679c\u6216\u8bc6\u522b\u60a3\u8005\u6837\u672c\u4e2d\u5b58\u5728\u7684\u75c5\u539f\u4f53\u3002<\/p>\n

\u4e39\u9ea6\u6280\u672f\u5927\u5b66\uff08Technical University of Denmark\uff09\u751f\u7269\u5de5\u7a0b\u7cfb\u526f\u6559\u6388 Timothy Patrick Jenkins \u8868\u793a\uff0c\u867d\u7136\u8fd9\u4e9b\u5de5\u5177\u786e\u5b9e\u5b9e\u7528\u4e14\u6709\u6548\uff0c\u4f46\u5b83\u4eec\u7684\u4f5c\u7528\u8fd8\u662f\u6709\u9650\u7684\uff1a<\/p>\n

\u300c\u9996\u5148\uff0c\u6ca1\u6709\u54ea\u4e2a\u6570\u636e\u5e93\u53ef\u4ee5\u5305\u7f57\u4e07\u8c61\uff0c\u6240\u4ee5\u4f60\u9700\u8981\u77e5\u9053\u54ea\u4e9b\u6570\u636e\u5e93\u4e0e\u4f60\u7684\u7279\u5b9a\u9700\u6c42\u76f8\u5173\u3002\u7136\u540e\u6df1\u5ea6\u641c\u7d22\u975e\u5e38\u8017\u65f6\uff0c\u9700\u8981\u6d88\u8017\u5927\u91cf\u7b97\u529b\u3002\u6700\u540e\uff0c\u51e0\u4e4e\u4e0d\u53ef\u80fd\u8bc6\u522b\u5c1a\u672a\u88ab\u79d1\u5b66\u5bb6\u63a2\u7d22\u7684\u86cb\u767d\u8d28\u3002\u300d<\/p>\n

\u5728\u8fd9\u91cc\uff0c\u82f1\u56fd\u516c\u53f8\u00a0InstaDeep\u3001\u4e39\u9ea6\u6280\u672f\u5927\u5b66\u7b49\u7ec4\u6210\u7684\u8054\u5408\u7814\u7a76\u56e2\u961f\u5f00\u53d1\u4e86 InstaNovo\uff0c\u8fd9\u662f\u4e00\u79cd\u5c06\u788e\u7247\u79bb\u5b50\u5cf0\u8f6c\u5316\u4e3a\u80bd\u5e8f\u5217\u7684\u8f6c\u6362\u6a21\u578b\u3002InstaNovo \u7684\u8868\u73b0\u4f18\u4e8e\u5f53\u524d\u6700\u5148\u8fdb\u7684\u65b9\u6cd5\u3002<\/p>\n

\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u4e86 InstaNovo+\uff0c\u8fd9\u662f\u4e00\u79cd\u901a\u8fc7\u8fed\u4ee3\u7ec6\u5316\u9884\u6d4b\u5e8f\u5217\u6765\u63d0\u9ad8\u6027\u80fd\u7684\u6269\u6563\u6a21\u578b\u3002\u4f7f\u7528\u5b83\uff0c\u7814\u7a76\u4eba\u5458\u63d0\u9ad8\u4e86\u6cbb\u7597\u6d4b\u5e8f\u8986\u76d6\u7387\uff0c\u53d1\u73b0\u4e86\u65b0\u7684\u80bd\u6bb5\uff0c\u5e76\u5728\u4e0d\u540c\u7684\u6570\u636e\u96c6\u4e2d\u68c0\u6d4b\u4e86\u672a\u62a5\u544a\u7684\u751f\u7269\u4f53\uff0c\u4ece\u800c\u6269\u5927\u4e86\u86cb\u767d\u8d28\u7ec4\u5b66\u641c\u7d22\u7684\u8303\u56f4\u548c\u68c0\u6d4b\u7387\u3002<\/p>\n

\u8be5\u7814\u7a76\u4ee5\u300cInstaNovo enables diffusion-powered de novo peptide sequencing in large-scale proteomics experiments<\/em>\u300d\u4e3a\u9898\uff0c\u4e8e 2025 \u5e74 3 \u6708 31 \u65e5\u53d1\u5e03\u5728\u300aNature Machine Intelligence<\/em>\u300b\u3002<\/p>\n

<\/a><\/section>\n

\u57fa\u4e8e\u4e32\u8054\u8d28\u8c31\uff08MS\/MS\uff09\u7684\u86cb\u767d\u8d28\u7ec4\u5b66\u4e3b\u8981\u4f9d\u8d56\u6570\u636e\u5e93\u641c\u7d22\u7b56\u7565\uff0c\u8be5\u65b9\u6cd5\u901a\u8fc7\u9776-\u8bf1\u9975\u5e93\u63a7\u5236\u5047\u53d1\u73b0\u7387\uff08FDR\uff09\uff0c\u4f46\u5b58\u5728\u4e09\u5927\u5c40\u9650\uff1a<\/p>\n

1\u3001\u4ec5\u80fd\u8bc6\u522b\u9884\u8bbe\u6570\u636e\u5e93\u4e2d\u7684\u86cb\u767d\u8d28\u5e8f\u5217\uff0c\u65e0\u6cd5\u68c0\u6d4b\u672a\u77e5\u53d8\u5f02\u4f53\u3001\u5de5\u7a0b\u5316\u5e8f\u5217\u6216\u7ffb\u8bd1\u9519\u8bef\uff1b<\/p>\n

2\u3001\u4fee\u9970\u4f4d\u70b9\u6216\u975e\u7279\u5f02\u6027\u9176\u5207\u5bfc\u81f4\u7684\u641c\u7d22\u7a7a\u95f4\u6307\u6570\u7ea7\u589e\u957f\u4f1a\u5927\u5e45\u589e\u52a0\u8ba1\u7b97\u6210\u672c\u4e0e\u5047\u9633\u6027\u7387\uff1b<\/p>\n

3\u3001\u56fa\u5b9a\u6570\u636e\u5e93\u7b56\u7565\u4f1a\u9057\u6f0f\u526a\u63a5\u53d8\u4f53\u3001\u5355\u6838\u82f7\u9178\u591a\u6001\u6027\u7b49\u6f5c\u5728\u91cd\u8981\u751f\u7269\u4fe1\u606f\u3002<\/p>\n

\u4ece\u5934\u80bd\u6bb5\u6d4b\u5e8f\u4f5c\u4e3a\u6570\u636e\u5e93\u641c\u7d22\u7684\u66ff\u4ee3\u65b9\u6848\uff0c\u901a\u8fc7\u524d\u4f53\u79bb\u5b50\u788e\u88c2\u56fe\u8c31\u76f4\u63a5\u89e3\u6790\u5e8f\u5217\uff0c\u7279\u522b\u9002\u7528\u4e8e\u7f3a\u4e4f\u5148\u9a8c\u5e8f\u5217\u4fe1\u606f\u7684\u86cb\u767d\u8d28\u7ec4\u5b66\u7814\u7a76\u3002\u6df1\u5ea6\u5b66\u4e60\u63a8\u52a8\u4e86\u8be5\u9886\u57df\u7684\u53d1\u5c55\uff0c\u4f46\u662f\u8ba1\u7b97\u6210\u672c\u5448\u7ebf\u6027\u589e\u957f\uff0c\u73b0\u6709\u7b97\u6cd5\u4ecd\u9762\u4e34\u9ad8\u9519\u8bef\u7387\u548c\u6027\u80fd\u4e0d\u8db3\u7684\u74f6\u9888\uff0c\u5c1a\u672a\u5b8c\u5168\u7a81\u7834\u5927\u89c4\u6a21\u5e94\u7528\u7684\u9650\u5236\u3002<\/p>\n

InstaDeep\u3001\u4e39\u9ea6\u6280\u672f\u5927\u5b66\u63d0\u51fa\u4e86\u4e00\u79cd\u4f7f\u7528\u591a\u5c3a\u5ea6\u6b63\u5f26\u5d4c\u5165\u6709\u6548\u7f16\u7801 MS \u5cf0\u7684\u53d8\u6362\u6a21\u578b InstaNovo\uff08IN\uff09\uff0c\u5b83\u5728\u4ece\u5934\u80bd\u9884\u6d4b\u65b9\u9762\u7684\u8868\u73b0\u8d85\u8d8a\u4e86\u5f53\u4e0b\u7684\u00a0SOTA\u00a0\u65b9\u6cd5\uff0c\u4e0e\u73b0\u6709\u5de5\u5177\u76f8\u6bd4\uff0c\u5176\u51c6\u786e\u7387\u548c\u53ec\u56de\u7387\u90fd\u6709\u663e\u8457\u63d0\u9ad8\u3002<\/p>\n

<\/a><\/section>\n

\u56fe\u793a\uff1aInstaNovo \u6d41\u7a0b\u6982\u8ff0\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

\u7814\u7a76\u4eba\u5458\u5728\u6700\u5927\u7684\u53ef\u7528\u86cb\u767d\u8d28\u7ec4\u5b66\u6570\u636e\u96c6 ProteomeTools \u4e0a\u8bad\u7ec3\u4e86\u5b83\u3002\u56e2\u961f\u8ba4\u4e3a\uff0cTransformer \u67b6\u6784\u5c06\u5f88\u5bb9\u6613\u9002\u5e94\u5e76\u9002\u7528\u4e8e\u4f7f\u7528 MS \u6570\u636e\u8fdb\u884c\u4ece\u5934\u80bd\u6d4b\u5e8f\uff0c\u56e0\u6b64\u4ed6\u4eec\u8bbe\u7f6e\u4e86\u4e5d\u4e2a\u5c06\u8d28\u8c31\u5d4c\u5165\u4f5c\u4e3a\u6a21\u578b\u8f93\u5165\u7684 Transformer \u89e3\u7801\u5668\u5c42\u6765\u5904\u7406\u8f93\u5165\u6570\u636e\u3002\u7814\u7a76\u4eba\u5458\u5e94\u7528 knapsack \u96c6\u675f\u641c\u7d22\u89e3\u7801\u8fdb\u884c\u5019\u9009\u9009\u62e9\u548c\u80bd\u8bc4\u5206\u3002<\/p>\n

\u57fa\u4e8e\u6269\u6563\u6a21\u578b\u5728\u8c31\u56fe\u5230\u5e8f\u5217\u9884\u6d4b\u4e2d\u7684\u4f18\u52bf\uff0c\u7814\u7a76\u4eba\u5458\u8fd8\u5f00\u53d1\u4e86\u8fed\u4ee3\u7cbe\u4fee\u6a21\u578b InstaNovo+\uff0c\u5176\u901a\u8fc7 20 \u6b65\u8fed\u4ee3\uff08\u7ed3\u5408\u65f6\u5e8f\u5d4c\u5165\u7684\u4ea4\u53c9\u6ce8\u610f\u529b\u673a\u5236\uff09\u9010\u6b65\u4f18\u5316\u521d\u59cb\u9884\u6d4b\uff0c\u80fd\u6709\u6548\u8bc6\u522b\u5e76\u4fee\u6b63 IN \u6a21\u578b\u7684\u9884\u6d4b\u9519\u8bef\u3002<\/p>\n

\u8be5\u6a21\u578b\u7f16\u7801\u5668\u7ed3\u6784\u4e0e IN \u76f8\u4f3c\uff0c\u4f46\u901a\u8fc7\u7ed3\u5408\u8d28\u8c31\u4fe1\u606f\u4e0e\u80bd\u5e8f\u5217\u66f4\u65b0\u7684\u52a8\u6001\u77e5\u8bc6\uff0c\u5b9e\u73b0\u4e86\u4e0e\u4eba\u7c7b\u4e13\u5bb6\u89e3\u8c31\u7c7b\u4f3c\u7684\u300c\u6a21\u7cca\u9884\u6d4b-\u9010\u6b65\u7cbe\u4fee\u300d\u8fc7\u7a0b\uff0c\u9a8c\u8bc1\u96c6\u663e\u793a\u5176\u6027\u80fd\u663e\u8457\u63d0\u5347\u3002<\/p>\n

\u7814\u7a76\u4eba\u5458\u5c06 IN \u4e0e\u5f53\u524d\u6700\u5148\u8fdb\u7684\u6a21\u578b Casanovo \u8fdb\u884c\u6bd4\u8f83\uff0c\u540c\u65f6\u8fd8\u5c55\u793a\u4e86\u5728\u5177\u4f53\u751f\u7269\u5b66\u95ee\u9898\u4e2d\u7684\u5e94\u7528\u3002\u7ed3\u679c\u663e\u793a\uff1a<\/p>\n

1\u3001InstaNovo \u4e3a\u81ea\u4e0b\u800c\u4e0a\u7684\u86cb\u767d\u8d28\u7ec4\u5b66\u589e\u52a0\u4e86\u4ef7\u503c\u548c\u7a33\u5065\u6027\uff1b<\/p>\n

2\u3001InstaNovo \u53ef\u68c0\u6d4b HeLa \u7ec6\u80de\u4e2d\u4e00\u534a\u4ee5\u4e0a\u7684\u4eba\u7c7b\u86cb\u767d\u8d28\u7ec4\uff0c\u5e76\u6269\u5927\u65b0\u578b\u751f\u7269\u5236\u5242\u7684\u5e8f\u5217\u8986\u76d6\u8303\u56f4\uff1b<\/p>\n

3\u3001InstaNovo \u5728\u86cb\u767d\u8d28\u7ec4\u4e2d\u53d1\u73b0\u65b0\u86cb\u767d\u8d28\u548c\u75c5\u539f\u4f53\uff1b<\/p>\n

4\u3001InstaNovo \u8bc6\u522b\u514d\u75ab\u80bd\u7ec4\u548c\u964d\u89e3\u7ec4\u4e2d\u7684\u80bd\u3002<\/p>\n

<\/a><\/section>\n

\u56fe\u793a\uff1aCasanovo\u3001InstaNovo \u548c InstaNovo+ \u7684\u6bd4\u8f83\u8bc4\u4f30\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

\u300c\u7efc\u5408\u6765\u770b\uff0c\u6211\u4eec\u7684\u6a21\u578b\u8d85\u8d8a\u4e86\u6700\u5148\u8fdb\u7684\u6c34\u5e73\uff0c\u5e76\u4e14\u6bd4\u76ee\u524d\u53ef\u7528\u7684\u5de5\u5177\u7cbe\u786e\u5f97\u591a\u3002\u6b64\u5916\uff0c\u6b63\u5982\u6211\u4eec\u5728\u8bba\u6587\u4e2d\u6240\u5c55\u793a\u7684\uff0c\u6211\u4eec\u7684\u6a21\u578b\u5e76\u4e0d\u9488\u5bf9\u7279\u5b9a\u7684\u7814\u7a76\u9886\u57df\u3002\u76f8\u53cd\uff0c\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u63a8\u52a8\u6d89\u53ca\u86cb\u767d\u8d28\u7ec4\u5b66\u7684\u6240\u6709\u9886\u57df\u7684\u91cd\u5927\u8fdb\u6b65\u3002\u300dInstaDeep \u7684\u7814\u7a76\u5de5\u7a0b\u5e08\u3001\u8bba\u6587\u7684\u5171\u540c\u7b2c\u4e00\u4f5c\u8005 Kevin Michael Eloff \u8bf4\u3002<\/p>\n

<\/a><\/section>\n

\u56fe\u793a\uff1aInstaNovo \u5728\u5df2\u5efa\u7acb\u7684 HeLa \u86cb\u767d\u8d28\u7ec4\u548c\u4e0d\u540c\u683c\u5f0f\u7684\u5e8f\u5217\u6cbb\u7597\u4e0a\u5b9e\u73b0\u4e86\u826f\u597d\u7684\u51c6\u786e\u6027\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

\u5177\u4f53\u6765\u8bf4\uff0c\u7814\u7a76\u4eba\u5458\u5728\u516b\u4e2a\u4e0d\u540c\u7684\u6570\u636e\u96c6\u4e2d\u5b9e\u73b0\u4e86\u65b0\u7684\u751f\u7269\u5b66\u53d1\u73b0\uff0c\u5305\u62ec\u8bc6\u522b HeLa \u7ec6\u80de\u4e2d\u6570\u636e\u5e93\u641c\u7d22\u672a\u68c0\u6d4b\u5230\u7684\u86cb\u767d\u8d28\u3001\u5c06\u514d\u75ab\u80bd\u7ec4\u5b66\u6570\u636e\u96c6\u6269\u5c55\u4e86 175% \u4ee5\u4e0a\u7684\u80bd\u4ee5\u53ca\u8868\u5f81\u4e86\u65b0\u7684\u86cb\u767d\u6c34\u89e3\u88c2\u89e3\u3002<\/p>\n

\u7814\u7a76\u4eba\u5458\u5728\u8bba\u6587\u91cc\u8868\u793a\uff1a\u300c\u9274\u4e8e\u6211\u4eec\u7684\u7ed3\u679c\u548c\u672c\u7814\u7a76\u4e2d\u63a2\u7d22\u7684\u6570\u636e\u96c6\u7684\u591a\u6837\u6027\uff0c\u6211\u4eec\u9884\u8ba1\u8be5\u6a21\u578b\u53ef\u4ee5\u5728\u751f\u7269\u4f53\u548c\u751f\u7269\u6837\u672c\u4e2d\u5177\u6709\u9ad8\u7cbe\u5ea6\u548c\u4ee4\u4eba\u6ee1\u610f\u7684\u6027\u80fd\u3002\u300d<\/p>\n

<\/a><\/section>\n

\u56fe\u793a\uff1aInstaNovo \u589e\u52a0\u4e86\u86cb\u767d\u8d28\u8986\u76d6\u7387\uff0c\u8bc6\u522b\u4e86\u65b0\u751f\u7269\uff0c\u5e76\u68c0\u6d4b\u4e86\u534a\u80f0\u86cb\u767d\u9176\u80bd\u548c\u975e\u80f0\u86cb\u767d\u9176\u80bd\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n

\u8be5\u56e2\u961f\u8ba4\u4e3a\u8be5\u6a21\u578b\u672a\u6765\u5c06\u5e94\u7528\u4e8e\u66f4\u5e7f\u6cdb\u7684\u7814\u7a76\u9886\u57df\uff0c\u4f8b\u5982\u86cb\u767d\u8d28\u7ec4\u5b66\u3001\u80a0\u9053\u5fae\u751f\u7269\u7ec4\u7814\u7a76\u548c\u65e8\u5728\u63a2\u7d22\u672a\u62a5\u544a\u86cb\u767d\u8d28\u5f62\u5f0f\u7684\u7814\u7a76\u3002\u4ed6\u4eec\u8fd8\u5e0c\u671b IN \u80fd\u591f\u5728\u5355\u7ec6\u80de\u86cb\u767d\u8d28\u7ec4\u5b66\u8fd9\u4e00\u65b0\u5174\u9886\u57df\u627e\u5230\u5408\u9002\u7684\u5e94\u7528\u3002<\/p>\n

\u56e2\u961f\u8868\u793a\uff1a\u89c4\u6a21\u662f\u51b3\u5b9a\u4ece\u5934\u80bd\u6d4b\u5e8f\u6a21\u578b\u6027\u80fd\u7684\u6700\u91cd\u8981\u56e0\u7d20\uff0c\u5c31\u50cf\u4f7f\u7528 Transformer \u67b6\u6784\u7684\u5176\u4ed6\u9886\u57df\u4e00\u6837\u3002\u4ed6\u4eec\u5e0c\u671b\u901a\u8fc7\u5229\u7528\u5b58\u50a8\u5e93\u4e2d\u63d0\u4f9b\u7684\u5927\u91cf MS \u6570\u636e\u96c6\u6765\u8fdb\u4e00\u6b65\u63d0\u9ad8\u6a21\u578b\u6027\u80fd\u3002<\/p>\n

\u7814\u7a76\u4eba\u5458\u8fd8\u671f\u5f85\u540c\u884c\u53ef\u4ee5\u5e7f\u6cdb\u5c1d\u8bd5\u4ed6\u4eec\u7684\u6280\u672f\uff0c\u5e76\u671f\u5f85\u8fdb\u4e00\u6b65\u63a2\u7d22\u5fae\u8c03\u3001\u86cb\u767d\u8d28\u63a8\u65ad\u548c\u7ec4\u88c5\uff0c\u4ee5\u53ca\u5728\u8be5\u57fa\u7840\u6a21\u578b\u4e4b\u4e0a\u6784\u5efa\u7528\u4e8e\u6df7\u5408\u6216\u4ece\u5934\u641c\u7d22\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n

\u5f00\u6e90\u4ee3\u7801\uff1a<\/p>\n

https:\/\/github.com\/instadeepai\/InstaNovo<\/p>\n

https:\/\/doi.org\/10.5281\/zenodo.14712453<\/p>\n

9 \u4e2a\u7269\u79cd\u7684\u6570\u636e\u96c6:<\/p>\n

https:\/\/huggingface.co\/datasets\/InstaDeepAI\/ms_ninespecies_benchmark<\/p>\n

\u9ad8\u7f6e\u4fe1\u5ea6ProteomeTools \u6570\u636e\u96c6\uff1a<\/p>\n

https:\/\/huggingface.co\/datasets\/InstaDeepAI\/ms_proteometools<\/p>\n

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https:\/\/doi.org\/10.6084\/m9.figshare.24173889.v1<\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1a<\/p>\n

https:\/\/www.nature.com\/articles\/s42256-025-01019-5<\/p>\n

\u76f8\u5173\u62a5\u9053\uff1a<\/p>\n

https:\/\/phys.org\/news\/2025-03-ai-protein-analysis-medical.html<\/p>\n

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