{"id":3157,"date":"2026-03-09T16:50:24","date_gmt":"2026-03-09T08:50:24","guid":{"rendered":"https:\/\/www.iaao.ntnu.edu.tw\/?p=3157"},"modified":"2026-03-09T16:50:24","modified_gmt":"2026-03-09T08:50:24","slug":"ai-weather-prediction-in-taiwan-and-mathematics%ef%bc%8f%e6%95%b8%e5%ad%b8%e7%b3%bb","status":"publish","type":"post","link":"https:\/\/www.iaao.ntnu.edu.tw\/?p=3157","title":{"rendered":"AI Weather Prediction in Taiwan and Mathematics\uff0f\u6578\u5b78\u7cfb"},"content":{"rendered":"\n<p class=\"has-medium-font-size\"><strong>\u53f0\u5927\u5927\u6c23\u7cfb\u90ed\u9d3b\u57fa\u6559\u6388\uff1aAI \u6c23\u8c61\u9810\u5831\u6548\u7387\u7a81\u7834\u842c\u500d\uff0c\u6578\u5b78\u601d\u7dad\u70ba\u6642\u4ee3\u9802\u5c16\u300c\u5167\u529f\u300d<\/strong> <strong>\u2014\u2014 \u63ed\u793a GPU \u7b97\u529b\u767e\u842c\u500d\u589e\u9577\u4e0b\u7684\u6642\u9593\u5e8f\u5217\u8207\u672c\u571f\u6578\u64da\u6311\u6230<\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u4e00\u3001 \u5c0e\u8a00<\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u570b\u7acb\u53f0\u7063\u5927\u5b78\u5927\u6c23\u79d1\u5b78\u7cfb\u90ed\u9d3b\u57fa\u6559\u6388\u65bc\u4eca\uff0819\uff09\u65e5 10:20 \u81f3 12:00\uff0c\u5728 S102 \u6559\u5ba4\u8209\u884c\u4e86\u4e3b\u984c\u70ba\u300cAI Weather Prediction in Taiwan and Mathematics\u300d\u7684\u5c08\u984c\u6f14\u8b1b\u3002\u672c\u6b21\u6d3b\u52d5\u6df1\u5165\u89e3\u6790\u4e86\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u5728\u6c23\u8c61\u9810\u5831\u9818\u57df\u6240\u5f15\u767c\u7684\u5283\u6642\u4ee3\u6280\u8853\u9769\u547d\uff0c\u5f37\u8abf\u5728\u5168\u7403\u904b\u7b97\u529b\u5927\u5e45\u8e8d\u5347\u7684\u80cc\u666f\u4e0b\uff0c<strong>\u7a69\u56fa\u7684\u6578\u5b78\u57fa\u790e\u8207\u9ad8\u54c1\u8cea\u7684\u5c08\u696d\u6578\u64da\uff0c\u662f\u89e3\u6c7a\u672a\u4f86\u79d1\u5b78\u6311\u6230\u7684\u6838\u5fc3\u300c\u5167\u529f\u300d<\/strong>\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u4e8c\u3001 \u6d3b\u52d5\u5167\u5bb9\u8207\u4eae\u9ede\uff1aAI \u5e36\u4f86\u7684\u6548\u7387\u8207\u6e96\u78ba\u5ea6\u9769\u547d<\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u90ed\u9d3b\u57fa\u6559\u6388\u9996\u5148\u6307\u51fa\uff0c\u50b3\u7d71\u6578\u503c\u5929\u6c23\u9810\u5831\uff08NWP\uff09\u7684\u6e96\u78ba\u5ea6\u6bcf\u5e74\u50c5\u6709\u7d04 1% \u7684\u7de9\u6162\u9032\u6b65\u3002\u7136\u800c\uff0cAI \u7684\u51fa\u73fe\u5fb9\u5e95\u6253\u7834\u4e86\u9019\u4e00\u9032\u7a0b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"has-medium-font-size\"><strong>\u6548\u7387\u9a5a\u4eba\uff1a<\/strong> \u7d04\u5728 2023 \u5e74 7 \u6708 5 \u65e5\u5de6\u53f3\uff0c\u4e2d\u570b\u83ef\u70ba\u8207\u5fae\u8edf\u958b\u767c\u7684 AI \u9810\u5831\u6a21\u578b\uff0c\u5176\u6e96\u78ba\u5ea6\u5df2\u80fd\u8207\u5168\u7403\u6700\u597d\u7684\u6578\u503c\u6a21\u5f0f\u2014\u2014\u6b50\u6d32\u4e2d\u671f\u5929\u6c23\u9810\u5831\u4e2d\u5fc3\uff08IFS\uff09\u2014\u2014\u9054\u5230\u76f8\u540c\u7684\u6c34\u5e73\u3002\u66f4\u95dc\u9375\u7684\u662f\uff0cAI \u6a21\u578b\u7684\u904b\u7b97\u6548\u7387\u6bd4\u50b3\u7d71\u6a21\u5f0f<strong>\u5feb\u4e86\u6574\u6574\u4e00\u842c\u500d<\/strong>\u3002\u90ed\u6559\u6388\u63d0\u5230\uff0c\u904e\u53bb\u9700\u8017\u6642\u4e09\u5230\u56db\u5929\u624d\u80fd\u5b8c\u6210\u7684\u8907\u96dc\u6c23\u8c61\u5be6\u9a57\uff0c\u73fe\u5728\u53ea\u9700\u4e00\u5169\u5206\u9418\u5c31\u80fd\u5728\u500b\u4eba\u7b46\u8a18\u578b\u96fb\u8166\u4e0a\u904b\u884c\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><strong>\u9810\u5831\u8d85\u8d8a\u50b3\u7d71\uff1a<\/strong> \u5728\u6b64\u5f8c\u7684\u516d\u500b\u6708\u5167\uff0c\u6b50\u6d32\u4e2d\u5fc3\u61c9\u7528 AI\uff08AIFS\uff09\u4ee5\u53ca Google \u7684 Gcast \u6a21\u578b\uff0c\u5176\u9810\u5831\u6e96\u78ba\u5ea6\u5df2\u6bd4\u50b3\u7d71\u6578\u503c\u6a21\u5f0f\u9ad8\u51fa 10%\u3002\u7279\u5225\u5728\u98b1\u98a8\u8def\u5f91\u9810\u6e2c\u65b9\u9762\uff0cAI \u6a21\u578b\u88ab\u8b49\u5be6\u80fd\u63d0\u5347 <strong>30%<\/strong> \u7684\u6e96\u78ba\u5ea6\u3002Google DeepMind \u751a\u81f3\u66fe\u63d0\u524d 12 \u5929\u9810\u6e2c\u9cf3\u51f0\u98b1\u98a8\u5728\u6046\u6625\u767b\u9678\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"has-medium-font-size\">\u9019\u5834\u9769\u547d\u7684\u57fa\u790e\uff0c\u6e90\u65bc\u5c08\u7528\u578b GPU \u96fb\u8166\u5728\u7b97\u529b\u4e0a\u7684\u9a5a\u4eba\u8e8d\u9032\u3002\u90ed\u6559\u6388\u63f4\u5f15 NVIDIA CEO \u9ec3\u4ec1\u52f3\u7684\u6578\u64da\u6307\u51fa\uff0cGPU \u96fb\u8166\u5728\u4e0d\u5230 10 \u5e74\u5167\uff0c\u901f\u5ea6\u5df2\u589e\u9577\u4e86 <strong>100 \u842c\u500d<\/strong>\uff0c\u9060\u9060\u8d85\u8d8a\u4e86\u50b3\u7d71\u96fb\u8166\u9075\u5faa\u7684\u6469\u723e\u5b9a\u5f8b\uff08\u6bcf\u5341\u5e74\u5feb 100 \u500d\uff09\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u90ed\u6559\u6388\u5f37\u8abf\uff0c\u9762\u5c0d\u5982\u6b64\u9f90\u5927\u4e14\u5feb\u901f\u8b8a\u5316\u7684\u6578\u64da\u96c6\uff0c\u4eba\u985e\u5fc5\u9808\u91cd\u65b0\u601d\u8003\u6578\u5b78\u7684\u6838\u5fc3\u6311\u6230\u3002\u50b3\u7d71\u7d71\u8a08\u5b78\u65e8\u5728\u5f9e\u5de8\u5927\u7684\u300c\u6bcd\u6578\u300d\uff08Population\uff09\u4e2d\u627e\u5230\u6709\u6548\u7684\u300c\u6a23\u672c\u300d\uff08Sample\uff09\u3002\u7136\u800c\uff0c\u73fe\u5728\u79d1\u5b78\u9762\u81e8\u7684\u554f\u984c\u662f\uff0c\u9019\u4e9b\u6bcd\u6578\u548c\u6a23\u672c\u90fd\u96a8\u8457\u6642\u9593\u8b8a\u5316\uff0c\u5f62\u6210\u4e86\u6975\u9ad8\u81ea\u7531\u5ea6\u7684<strong>\u6642\u9593\u5e8f\u5217<\/strong>\uff08Time Series\uff09\uff0c\u6211\u5011\u5fc5\u9808\u4e86\u89e3\u5176\u5e73\u5747\u503c\u8207\u8b8a\u7570\u5ea6\uff08Variance\uff09\u96a8\u6642\u9593\u8b8a\u5316\u7684\u898f\u5f8b\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u4ed6\u5f15\u7528\u4e86 STEM\uff08\u79d1\u5b78\u3001\u6280\u8853\u3001\u5de5\u7a0b\u3001\u6578\u5b78\uff09\u7684\u6574\u5408\u601d\u7dad\uff0c\u6307\u51fa\u79d1\u5b78\uff08Know Why\uff09\u3001\u6280\u8853\u3001\u5de5\u7a0b\uff08Know How\uff09\u8207\u6578\u5b78\u7f3a\u4e00\u4e0d\u53ef\u3002\u4ed6\u5c07\u6578\u5b78\u8996\u70ba AI \u6642\u4ee3\u7684\u300c\u5167\u529f\u300d\uff0c\u56e0\u70ba AI \u7684\u6838\u5fc3\u5c31\u662f\u5229\u7528 GPU \u7684\u5f37\u5927\u7b97\u529b\uff0c\u5728\u96e3\u4ee5\u60f3\u50cf\u7684\u62d3\u6a38\u7a7a\u9593\u4e2d\uff0c\u627e\u5230\u6578\u64da\u4e4b\u9593\u7684\u56de\u6b78\u95dc\u4fc2\u4ee5\u53ca\u6700\u5c0f\u7684\u8aa4\u5dee\u503c\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u6b64\u5916\uff0c\u90ed\u6559\u6388\u900f\u904e\u7406\u60f3\u5be6\u9a57\u8b49\u660e\uff0cAI \u6a21\u578b\u4e26\u975e\u55ae\u7d14\u7684\u985e\u6bd4\uff08Analogous\uff09\u904e\u53bb\u7d93\u9a57\u3002\u5373\u4f7f\u8f38\u5165\u6b77\u53f2\u4e0a\u5f9e\u672a\u51fa\u73fe\u904e\u7684\u7c21\u5316\u5929\u6c23\u689d\u4ef6\uff0cAI \u6a21\u5f0f\u4f9d\u7136\u80fd\u6a21\u64ec\u51fa\u8907\u96dc\u7684\u7269\u7406\u898f\u5f8b\uff0c\u4f8b\u5982<strong>\u6975\u92d2\u5674\u6d41\u7684\u7522\u751f<\/strong>\u3001\u4ee5\u53ca\u79d1\u6c0f\u529b\uff08Coriolis force\uff09\u6240\u5c0e\u81f4\u7684\u65cb\u8f49\u548c\u7cfb\u7d71\u4e0d\u5c0d\u7a31\u6027\u3002\u9019\u986f\u793a AI \u5177\u5099\u5b78\u7fd2\u6578\u64da\u80cc\u5f8c\u7269\u7406\u6cd5\u5247\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\"><strong>\u4e09\u3001 \u4ea4\u6d41\u8207\u53cd\u994b\uff1a\u672c\u571f\u6578\u64da\u6574\u5099\u8207\u5c08\u696d\u77e5\u8b58\u70ba\u52dd\u51fa\u95dc\u9375<\/strong><\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u5728\u4ea4\u6d41\u74b0\u7bc0\u4e2d\uff0c\u90ed\u6559\u6388\u7279\u5225\u9ede\u51fa\u53f0\u7063\u5728 AI \u6c23\u8c61\u9810\u5831\u4e0a\u9762\u81e8\u7684\u672c\u571f\u6311\u6230\u3002\u5168\u7403 AI \u6a21\u578b\u591a\u4ee5 28 \u516c\u91cc\u89e3\u6790\u5ea6\u7684\u5168\u7403\u6578\u64da\u8a13\u7df4\uff0c\u9019\u4f7f\u5f97\u5b83\u5011\u96e3\u4ee5\u6e96\u78ba\u6355\u6349\u53f0\u7063\u7279\u6709\u3001\u5c0f\u5c3a\u5ea6\u7684\u5287\u70c8\u5929\u6c23\u73fe\u8c61\uff0c\u4f8b\u5982\u5f37\u964d\u96e8\u5f37\u5ea6\uff0c\u56e0\u70ba\u7d30\u7bc0\u5728\u7c97\u89e3\u6790\u5ea6\u4e2d\u6703\u88ab\u5e73\u6ed1\uff08smoothed out\uff09\u3002\u90ed\u6559\u6388\u5f37\u8abf\uff0c\u82e5\u76f4\u63a5\u5f15\u9032\u5916\u570b\u7684\u5168\u7403\u6216\u5340\u57df\u6a21\u578b\uff0c\u5c0d\u53f0\u7063\u7684\u61c9\u7528\u4f86\u8aaa\u662f\u300c\u6c92\u6709\u7528\u300d\u7684\uff0c\u5fc5\u9808\u4ee5<strong>\u53f0\u7063\u7368\u7279\u7684\u672c\u571f\u8cc7\u6599<\/strong>\u4f86\u8a13\u7df4\u5340\u57df AI \u6a21\u5f0f\u3002<\/p>\n\n\n\n<p class=\"has-medium-font-size\">\u91dd\u5c0d\u5b78\u751f\u5011\u95dc\u65bc\u5982\u4f55\u6e96\u5099\u9762\u5c0d\u672a\u4f86AI \u6642\u4ee3\u7684\u63d0\u554f\uff0c\u90ed\u6559\u6388\u63d0\u51fa\u7cbe\u78ba\u5efa\u8b70\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li class=\"has-medium-font-size\"><strong>\u5c08\u6ce8\u6578\u5b78\u57fa\u790e\uff1a<\/strong> \u5b78\u751f\u61c9\u7279\u5225\u52a0\u5f37\u61c9\u7528\u6578\u5b78\u8207\u57fa\u790e\u6578\u5b78\u7684\u89c0\u5ff5\uff0c\u4f8b\u5982\u5728 AI \u88e1\u6975\u70ba\u91cd\u8981\u7684\u300c\u8868\u5fb5\u6027\u300d\uff08Representation\uff0c\u6307\u5e73\u5747\u72c0\u614b\uff09\u548c\u300c\u8fa8\u8b58\u300d\uff08Recognition\uff0c\u6307\u5c0b\u627e\u7570\u5e38\u503c\u6216 Outlier\uff09\u7b49\u6982\u5ff5\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><strong>\u5c08\u696d\u77e5\u8b58\u8207\u6578\u64da\u6574\u5099\uff1a<\/strong> \u6210\u529f\u7684\u95dc\u9375\u662f\u6df1\u5165\u4e86\u89e3\u81ea\u8eab\u9818\u57df\u7684\u5c08\u696d\u77e5\u8b58\uff0c\u4e26\u8457\u624b<strong>\u88fd\u9020\u3001\u6574\u5099\u9ad8\u54c1\u8cea\u7684 AI \u8a13\u7df4\u6578\u64da<\/strong>\u3002\u4ed6\u63d0\u9192\uff0c\u96d6\u7136 AI \u8a13\u7df4\u6280\u8853\u6703\u4e0d\u65b7\u9032\u6b65\u4e14\u5f37\u5927\uff0c\u4f46\u5c08\u696d\u6578\u64da\u96c6\u624d\u662f\u771f\u6b63\u7684\u6838\u5fc3\u7af6\u722d\u529b\u3002<\/li>\n\n\n\n<li class=\"has-medium-font-size\"><strong>\u61c9\u7528\u8207\u56de\u994b\uff1a<\/strong> AI 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