{"id":37955,"date":"2025-02-07T06:01:04","date_gmt":"2025-02-06T22:01:04","guid":{"rendered":"https:\/\/17aitech.com\/?p=37955"},"modified":"2025-02-07T06:01:04","modified_gmt":"2025-02-06T22:01:04","slug":"%e6%b4%bb%e6%80%a7%e6%8f%90%e9%ab%9842%e5%80%8d%ef%bc%8cml%e5%bc%95%e5%af%bc%e7%9a%84%e6%97%a0%e7%bb%86%e8%83%9e%e8%a1%a8%e8%be%be%e5%8a%a0%e9%80%9f%e9%85%b6%e5%b7%a5%e7%a8%8b%ef%bc%8c%e7%99%bbnature","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37955","title":{"rendered":"\u6d3b\u6027\u63d0\u9ad842\u500d\uff0cML\u5f15\u5bfc\u7684\u65e0\u7ec6\u80de\u8868\u8fbe\u52a0\u901f\u9176\u5de5\u7a0b\uff0c\u767bNature\u5b50\u520a"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-24-3\" target=\"_blank\">\u6d3b\u6027\u63d0\u9ad842\u500d\uff0cML\u5f15\u5bfc\u7684\u65e0\u7ec6\u80de\u8868\u8fbe\u52a0\u901f\u9176\u5de5\u7a0b\uff0c\u767bNature\u5b50\u520a<\/a><\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d689f259fd345377c9652a222dc6830c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d689f259fd345377c9652a222dc6830c.png\"><\/a><\/p>\n<p>\u7f16\u8f91 | \u841d\u535c\u76ae<\/p>\n<p>\u9176\u662f\u4eba\u7c7b\u751f\u6d3b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u5929\u7136\u50ac\u5316\u5242\uff0c\u4e0d\u4ec5\u52a9\u6211\u4eec\u6d88\u5316\u98df\u7269\uff0c\u8fd8\u80fd\u589e\u5f3a\u9999\u6c34\u9999\u5473\u3001\u63d0\u9ad8\u6d17\u8863\u6548\u7387\uff0c\u751a\u81f3\u7528\u4e8e\u75be\u75c5\u6cbb\u7597\u3002\u79d1\u5b66\u5bb6\u4eec\u6b63\u4f7f\u7528\u9176\u5de5\u7a0b\u521b\u9020\u65b0\u9176\uff0c\u7528\u4e8e\u5438\u6536\u6e29\u5ba4\u6c14\u4f53\u3001\u964d\u89e3\u73af\u5883\u6bd2\u7d20\u3001\u7814\u53d1\u9ad8\u6548\u836f\u7269\u3002<\/p>\n<p>\u4f46\u662f\uff0c\u9176\u5de5\u7a0b\u53d7\u9650\u4e8e\u5feb\u901f\u751f\u6210\u548c\u4f7f\u7528\u5927\u91cf\u5e8f\u5217\u529f\u80fd\u5173\u7cfb\u6570\u636e\u96c6\u8fdb\u884c\u9884\u6d4b\u8bbe\u8ba1\u7684\u6311\u6218\u3002<\/p>\n<p>\u4e3a\u4e86\u5e94\u5bf9\u8fd9\u4e00\u6311\u6218\uff0c\u65af\u5766\u798f\u5927\u5b66\uff08Stanford University\uff09\u3001\u897f\u5317\u5927\u5b66\uff08Northwestern University\uff09\u7684\u7814\u7a76\u4eba\u5458\u5f00\u53d1\u4e86\u4e00\u4e2a<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark> (ML) \u5f15\u5bfc\u5e73\u53f0\uff0c\u8be5\u5e73\u53f0\u96c6\u6210\u4e86\u65e0\u7ec6\u80de DNA \u7ec4\u88c5\u3001\u65e0\u7ec6\u80de\u57fa\u56e0\u8868\u8fbe\u548c\u529f\u80fd\u5206\u6790\uff0c\u53ef\u4ee5\u5feb\u901f\u7ed8\u5236\u86cb\u767d\u8d28\u5e8f\u5217\u7a7a\u95f4\u4e2d\u7684\u9002\u5e94\u5ea6\u666f\u89c2\u5e76\u4f18\u5316\u9176\u3002<\/p>\n<p>\u4ed6\u4eec\u5229\u7528\u8be5\u5e73\u53f0\u5bf9 10,953 \u4e2a\u72ec\u7279\u53cd\u5e94\u4e2d\u7684 1217 \u79cd\u9176\u53d8\u4f53\u7684\u5e95\u7269\u504f\u597d\u8fdb\u884c\u8bc4\u4f30\uff0c\u4ece\u800c\u8bbe\u8ba1\u51fa\u9170\u80fa\u5408\u6210\u9176\u3002<\/p>\n<p>\u7814\u7a76\u56e2\u961f\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\u6784\u5efa\u4e86\u5cad\u56de\u5f52\uff08Ridge Regression\uff09\u589e\u5f3a ML \u6a21\u578b\uff0c\u7528\u4e8e\u9884\u6d4b\u80fd\u591f\u751f\u4ea7 9 \u79cd\u5c0f\u5206\u5b50\u836f\u7269\u7684\u9170\u80fa\u5408\u6210\u9176\u53d8\u4f53\u3002\u8fd9\u4e5d\u79cd\u5316\u5408\u7269\u4e2d\uff0cML \u9884\u6d4b\u7684\u9176\u53d8\u4f53\u76f8\u5bf9\u4e8e\u6bcd\u4f53\u6d3b\u6027\u63d0\u9ad8\u4e86 1.6 \u81f3 42 \u500d\u3002<\/p>\n<p>\u8be5\u7814\u7a76\u4ee5\u300c<em>Accelerated enzyme engineering by machine-learning guided cell-free expression<\/em>\u300d\u4e3a\u9898\uff0c\u4e8e 2025 \u5e74 1 \u6708 20 \u65e5\u53d1\u5e03\u5728\u300a<em>Nature Communications<\/em>\u300b\u3002<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-6dbeb5533e793f25f1227c1d253a4396.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-6dbeb5533e793f25f1227c1d253a4396.png\"><\/a><\/p>\n<p>\u5de5\u7a0b\u9176\u6709\u671b\u5bf9\u80fd\u6e90\u3001\u6750\u6599\u548c\u533b\u836f\u7b49\u5e94\u7528\u4ea7\u751f\u53d8\u9769\u6027\u5f71\u54cd\u3002\u4e3a\u4e86\u5236\u9020\u8fd9\u6837\u7684\u9176\uff0c\u9700\u8981\u6539\u53d8\u86cb\u767d\u8d28\u7684\u6c28\u57fa\u9178\u5e8f\u5217\u4ee5\u589e\u5f3a\u5176\u5929\u7136\u529f\u80fd\u6216\u4fc3\u8fdb\u65b0\u7684\u5316\u5b66\u53cd\u5e94\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u901a\u5e38\u4f9d\u9760\u5b9a\u5411\u8fdb\u5316\u7684\u65b9\u5f0f\u5b8c\u6210\u3002<\/p>\n<p>\u8ba1\u7b97\u6280\u672f\u7684\u51fa\u73b0\u52a0\u901f\u4e86\u73b0\u6709\u7684\u5b9a\u5411\u8fdb\u5316\u65b9\u6cd5\u3002\u4f46\u662f\uff0c\u5feb\u901f\u6784\u5efa\u6570\u636e\u96c6\u6765\u5bfc\u822a\u5de8\u5927\u7684\u5e8f\u5217\u7a7a\u95f4\u4ecd\u7136\u662f\u4e00\u4e2a\u6311\u6218\uff0c\u7279\u522b\u662f\u8003\u8651\u5230\u5927\u591a\u6570\u57fa\u56e0\u578b-\u8868\u578b\u8054\u7cfb\u5728\u9ad8\u901a\u91cf\u9176\u5de5\u7a0b\u6d3b\u52a8\u4e2d\u4e22\u5931\u3002<\/p>\n<p>\u5728\u6700\u65b0\u7684\u7814\u7a76\u4e2d\uff0c\u79d1\u5b66\u5bb6\u5f00\u53d1\u4e86\u4e00\u79cd\u9ad8\u901a\u91cf\u3001ML \u5f15\u5bfc\u7684\u65b9\u6cd5\uff0c\u7528\u4e8e\u63a2\u7d22\u5316\u5b66\u7a7a\u95f4\u591a\u4e2a\u533a\u57df\u7684\u9002\u5e94\u5ea6\u666f\u89c2\uff0c\u4ee5\u4fbf\u5bf9\u751f\u7269\u50ac\u5316\u5242\u8fdb\u884c\u6b63\u5411\u8bbe\u8ba1\u3002<\/p>\n<p>\u300c\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u79cd\u8ba1\u7b97\u8fc7\u7a0b\uff0c\u53ef\u4ee5\u8ba9\u6211\u4eec\u66f4\u5feb\u5730\u8bbe\u8ba1\u9176\uff0c\u56e0\u4e3a\u6211\u4eec\u4e0d\u5fc5\u50cf\u73b0\u5728\u8fd9\u6837\u4f7f\u7528\u6d3b\u7ec6\u80de\u6765\u751f\u4ea7\u9176\u3002\u300d\u8bba\u6587\u7684\u901a\u8baf\u4f5c\u8005\uff0c\u65af\u5766\u798f\u5927\u5b66\u751f\u7269\u5de5\u7a0b\u5b66\u6559\u6388 Michael Jewett \u8868\u793a\uff0c\u300c\u76f8\u53cd\uff0c\u6211\u4eec\u4f7f\u7528<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark>\u6765\u9884\u6d4b\u9ad8\u6d3b\u6027\u8bbe\u8ba1\u9176\uff0c\u8fd9\u4e9b\u9176\u662f\u7531\u8ba1\u7b97\u673a\u5efa\u6a21\u7684\u7a81\u53d8 DNA \u5e8f\u5217\u8bbe\u8ba1\u800c\u6210\uff0c\u800c\u4e0d\u662f\u5728\u5b9e\u9a8c\u5ba4\u4e2d\u624b\u5de5\u5236\u4f5c\u7684\u3002\u6211\u4eec\u53ef\u4ee5\u5728\u51e0\u5929\u5185\u5b8c\u6210\u8fd9\u4e9b\u5b9e\u9a8c\uff0c\u800c\u4e0d\u662f\u901a\u5e38\u60c5\u51b5\u4e0b\u7684\u51e0\u4e2a\u6708\u3002\u300d<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-2873f3c7d6bb89548bb1a03e253a9aee.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-2873f3c7d6bb89548bb1a03e253a9aee.png\"><\/a><\/p>\n<p>\u56fe\u793a\uff1a<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark>\u5f15\u5bfc\u7684\u65e0\u7ec6\u80de\u9176\u5de5\u7a0b\u5e73\u53f0\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n<p>\u8be5\u65b9\u6cd5\u7684\u4e00\u4e2a\u5173\u952e\u7279\u5f81\u662f\u4f7f\u7528\u65e0\u7ec6\u80de\u57fa\u56e0\u8868\u8fbe\uff08CFE\uff09\u7cfb\u7edf\uff0c\u4ece\u800c\u53ef\u4ee5\u5728\u8bbe\u8ba1-\u6784\u5efa-\u6d4b\u8bd5-\u5b66\u4e60\uff08DBTL\uff09\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u5feb\u901f\u5408\u6210\u548c\u529f\u80fd\u6d4b\u8bd5\u86cb\u767d\u8d28\u3002<\/p>\n<p>\u8be5\u6846\u67b6\u9996\u5148\u9488\u5bf9\u4ece\u9176\u5e95\u7269\u6df7\u6742\u6027\u8bc4\u4f30\u4e2d\u786e\u5b9a\u7684\u7279\u5b9a\u5316\u5b66\u8f6c\u5316\uff0c\u7ed8\u5236\u5177\u6709\u5355\u9636\u7a81\u53d8\u7684\u9176\u53d8\u4f53\u7684\u5e8f\u5217-\u529f\u80fd\u5173\u7cfb\u3002\u7136\u540e\uff0c\u8fd9\u4e9b\u6570\u636e\u7528\u4e8e\u62df\u5408\u76d1\u7763\u5f0f\u5cad\u56de\u5f52 ML \u6a21\u578b\uff08\u8be5\u6a21\u578b\u589e\u5f3a\u4e86\u8fdb\u5316\u5f0f\u96f6\u6837\u672c\u9002\u5e94\u5ea6\u9884\u6d4b\u5668\uff09\uff0c\u5e76\u63a8\u65ad\u51fa\u6d3b\u6027\u589e\u52a0\u7684\u9ad8\u9636\u7a81\u53d8\u4f53\u3002<\/p>\n<p>\u91cd\u8981\u7684\u662f\uff0cML \u6a21\u578b\u53ef\u4ee5\u5728\u666e\u901a\u8ba1\u7b97\u673a\u7684\u4e2d\u592e\u5904\u7406\u5668\u4e0a\u8fd0\u884c\uff0c\u8fd9\u4f7f\u5f97\u6574\u4e2a\u65b9\u6cd5\u6613\u4e8e\u4f7f\u7528\u4e14\u6613\u4e8e\u7406\u89e3\u3002<\/p>\n<p>\u8be5\u6846\u67b6\u72ec\u7279\u5730\u6574\u5408\u4e86 CFE \u548c\u8bf1\u53d8\u65b9\u6cd5\u3001<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark>\uff0c\u4ece\u800c\u52a0\u901f\u5b9a\u5411\u8fdb\u5316\u8fc7\u7a0b\uff1b\u8fd8\u53ef\u4ee5\u53d1\u6563\u8fdb\u5316\uff0c\u5c06\u4e00\u79cd\u901a\u7528\u9176\u8f6c\u5316\u4e3a\u591a\u79cd\u4e13\u7528\u9176\u3002<\/p>\n<p>\u300c\u6211\u4eec\u73b0\u5728\u53ef\u4ee5\u5728\u8ba1\u7b97\u673a\u4e0a\u5b8c\u6210\u6240\u6709\u8fd9\u4e9b\u5de5\u4f5c\u3002\u300d\u4ed6\u8865\u5145\u9053\uff0c\u300c\u6211\u4eec\u4e0d\u5fc5\u8fd0\u884c 10,000 \u6b21\u5316\u5b66\u53cd\u5e94\u6765\u53cd\u590d\u63d0\u9ad8\u9176\u6d3b\u6027\uff0c\u800c\u662f\u53ef\u4ee5\u4f7f\u7528<mark data-id=\"1a0e9c5e-6502-4cd7-8683-6b5ca6c48be2\" data-type=\"tech_methods\">\u673a\u5668\u5b66\u4e60<\/mark>\u6a21\u578b\u6765\u9884\u6d4b\u4ecd\u7136\u5177\u6709\u540c\u6837\u6548\u679c\u7684\u9ad8\u6d3b\u6027\u53d8\u4f53\u3002\u300d<\/p>\n<p><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-8549609fe8eda81ecf57c604b6d7d1b5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-8549609fe8eda81ecf57c604b6d7d1b5.png\"><\/a><\/p>\n<p>\u56fe\u793a\uff1aMcbA \u7684\u591a\u6837\u5316\u53ef\u53ca\u5316\u5b66\u7a7a\u95f4\u8868\u660e\u5b83\u662f\u4e00\u79cd\u80fd\u591f\u5408\u6210\u591a\u79cd\u9ad8\u4ef7\u503c\u5206\u5b50\u7684\u751f\u7269\u50ac\u5316\u5242\u3002\uff08\u6765\u6e90\uff1a\u8bba\u6587\uff09<\/p>\n<p>\u56e2\u961f\u5e94\u7528\u8be5\u6846\u67b6\u5bf9\u8010\u70ed\u6d77\u6d0b\u5b62\u83cc\u7684 McbA 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