{"id":2573,"date":"2023-07-16T17:35:53","date_gmt":"2023-07-16T17:35:53","guid":{"rendered":"https:\/\/dailyai.com\/?p=2573"},"modified":"2023-07-17T09:01:53","modified_gmt":"2023-07-17T09:01:53","slug":"groundbreaking-neural-network-supports-complex-physics-research","status":"publish","type":"post","link":"https:\/\/dailyai.com\/ru\/2023\/07\/groundbreaking-neural-network-supports-complex-physics-research\/","title":{"rendered":"\u041d\u043e\u0432\u0430\u0442\u043e\u0440\u0441\u043a\u0430\u044f \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u0430\u044f \u0441\u0435\u0442\u044c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0441\u043b\u043e\u0436\u043d\u044b\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0444\u0438\u0437\u0438\u043a\u0438"},"content":{"rendered":"<p><b>\u0412 \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0444\u0438\u0437\u0438\u043a\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f (ML) \u043f\u043e\u043c\u043e\u0433\u0430\u044e\u0442 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u0433\u0440\u043e\u043c\u043d\u044b\u0435, \u043d\u043e \u0441\u043a\u0443\u0434\u043d\u044b\u0435 \u043c\u0430\u0441\u0441\u0438\u0432\u044b \u0434\u0430\u043d\u043d\u044b\u0445.\u00a0<\/b><\/p>\n<p><span style=\"font-weight: 400;\">\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u044c\u0442\u0435 \u0441\u0435\u0431\u0435 \u0437\u0430\u0434\u0430\u0447\u0443 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f 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\u0444\u0438\u0437\u0438\u043a\u0430\u043c-\u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u0442\u043e\u0440\u0430\u043c, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u043a \u0444\u0438\u0437\u0438\u043a\u0435 \u0447\u0430\u0441\u0442\u0438\u0446. \u0417\u0434\u0435\u0441\u044c \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440\u044b \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u0443\u044e\u0442 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0442 \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445, \u0445\u043e\u0442\u044f \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c \u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u043b\u0438\u0448\u044c \u043d\u0438\u0447\u0442\u043e\u0436\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u043d\u0442.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041a\u0430\u0437\u0443\u0445\u0438\u0440\u043e \u0422\u0435\u0440\u0430\u043e, \u0444\u0438\u0437\u0438\u043a \u0438\u0437 \u041d\u0430\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0439 \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u0438 SLAC, \u0433\u043e\u0432\u043e\u0440\u0438\u0442: \"\u041d\u0430 \u0444\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438, \u0441\u043a\u0430\u0436\u0435\u043c, \u043f\u0442\u0438\u0446\u044b, \u043b\u0435\u0442\u044f\u0449\u0435\u0439 \u0432 \u043d\u0435\u0431\u0435, \u043a\u0430\u0436\u0434\u044b\u0439 \u043f\u0438\u043a\u0441\u0435\u043b\u044c \u043c\u043e\u0436\u0435\u0442 \u0438\u043c\u0435\u0442\u044c \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435\", \u043d\u043e \u043d\u0430 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0447\u0430\u0441\u0442\u043e \u0442\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u0438\u0437\u0443\u0447\u0430\u044e\u0442 \u0444\u0438\u0437\u0438\u043a\u0438, \u043b\u0438\u0448\u044c \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0438\u043c\u0435\u0435\u0442 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435. \u042d\u0442\u043e \u0442\u0440\u0443\u0434\u043e\u0435\u043c\u043a\u043e\u0435 \u0437\u0430\u043d\u044f\u0442\u0438\u0435 \u043f\u0440\u0438\u0432\u043e\u0434\u0438\u0442 \u043a \u043f\u043e\u0442\u0435\u0440\u0435 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">ML \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0432 \u0432\u0438\u0434\u0435 \u0440\u0430\u0437\u0440\u0435\u0436\u0435\u043d\u043d\u044b\u0445 \u043a\u043e\u043d\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 (SCNN). <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041f\u043e\u0437\u0432\u043e\u043b\u044f\u044f \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0432\u0430\u0442\u044c \u043c\u0430\u0441\u0448\u0442\u0430\u0431 \u0437\u043d\u0430\u0447\u0438\u043c\u044b\u0445 \u0447\u0430\u0441\u0442\u0435\u0439 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u043e\u0442\u0441\u0435\u0438\u0432\u0430\u0442\u044c \u043e\u0441\u0442\u0430\u043b\u044c\u043d\u044b\u0435, SCNN \u0443\u0441\u043a\u043e\u0440\u044f\u044e\u0442 \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432 \u0440\u0435\u0436\u0438\u043c\u0435 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0412 2012 \u0433\u043e\u0434\u0443 \u0411\u0435\u043d\u0434\u0436\u0430\u043c\u0438\u043d \u0413\u0440\u044d\u043c, \u0440\u0430\u0431\u043e\u0442\u0430\u0432\u0448\u0438\u0439 \u0432 \u0442\u043e \u0432\u0440\u0435\u043c\u044f \u0432 \u0423\u043e\u0440\u0438\u043a\u0441\u043a\u043e\u043c \u0443\u043d\u0438\u0432\u0435\u0440\u0441\u0438\u0442\u0435\u0442\u0435, \u0437\u0430\u0434\u0430\u043b\u0441\u044f \u0446\u0435\u043b\u044c\u044e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u0443\u044e \u0441\u0435\u0442\u044c \u0434\u043b\u044f \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044f \u043a\u0438\u0442\u0430\u0439\u0441\u043a\u043e\u0433\u043e \u043f\u043e\u0447\u0435\u0440\u043a\u0430. \u041e\u043d \u0441\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043b \u043a\u043e\u043d\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438 (CNN) - \u044d\u0442\u0430\u043b\u043e\u043d\u043d\u044b\u0439 \u0432\u0438\u0434 \u043d\u0435\u0439\u0440\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 - \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u043e\u043d\u0438 \u043b\u0443\u0447\u0448\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u043b\u0438 \u0434\u043b\u044f \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u0447\u0438\u0442\u0430\u044e\u0442\u0441\u044f \"\u0440\u0430\u0437\u0440\u0435\u0436\u0435\u043d\u043d\u044b\u043c\u0438\", \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u0434\u043b\u044f \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f \u043a\u0438\u0442\u0430\u0439\u0441\u043a\u043e\u0433\u043e \u0438\u0435\u0440\u043e\u0433\u043b\u0438\u0444\u0430.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0413\u0440\u044d\u043c \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u0435\u0449\u0435 \u043e\u0434\u043d\u0443 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u044e \u0441 \u0440\u0430\u0437\u0440\u0435\u0436\u0435\u043d\u043d\u044b\u043c\u0438 \u0434\u0430\u043d\u043d\u044b\u043c\u0438: \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u044c\u0442\u0435, \u0447\u0442\u043e \u042d\u0439\u0444\u0435\u043b\u0435\u0432\u0430 \u0431\u0430\u0448\u043d\u044f \u0437\u0430\u043a\u043b\u044e\u0447\u0435\u043d\u0430 \u0432 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u0439 \u043f\u0440\u044f\u043c\u043e\u0443\u0433\u043e\u043b\u044c\u043d\u0438\u043a, \u0438 \u044d\u0442\u043e\u0442 \u043f\u0440\u044f\u043c\u043e\u0443\u0433\u043e\u043b\u044c\u043d\u0438\u043a \"\u043d\u0430 99,98 \u043f\u0440\u043e\u0446\u0435\u043d\u0442\u0430 \u0441\u043e\u0441\u0442\u043e\u0438\u0442 \u0438\u0437 \u0432\u043e\u0437\u0434\u0443\u0445\u0430 \u0438 \u0432\u0441\u0435\u0433\u043e \u043d\u0430 0,02 \u043f\u0440\u043e\u0446\u0435\u043d\u0442\u0430 \u0438\u0437 \u0436\u0435\u043b\u0435\u0437\u0430\". <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0415\u0441\u043b\u0438 \u0432\u0430\u0441 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u0435\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u043c\u0435\u0442\u0430\u043b\u043b, \u0432\u044b \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u0435\u0442\u0435 \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0431\u0435\u0441\u043f\u043e\u043b\u0435\u0437\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0430.\u00a0<\/span><\/p>\n<h2><span style=\"font-weight: 400;\">\u041f\u043e\u044f\u0432\u043b\u0435\u043d\u0438\u0435 SCNN<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">\u041f\u043e\u0441\u043b\u0435 \u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0433\u043e \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0439 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u0442\u044c \u0440\u0443\u043a\u043e\u043f\u0438\u0441\u043d\u044b\u0439 \u043a\u0438\u0442\u0430\u0439\u0441\u043a\u0438\u0439 \u044f\u0437\u044b\u043a, \u0413\u0440\u044d\u043c \u043f\u0435\u0440\u0435\u0448\u0435\u043b \u043a \u0431\u043e\u043b\u0435\u0435 \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0435: \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u044e 3D-\u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432.<\/span><\/p>\n<p><span style=\"font-weight: 400;\"> \u041e\u043d \u0443\u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u0441\u0442\u0432\u043e\u0432\u0430\u043b \u0441\u0432\u043e\u044e \u0442\u0435\u0445\u043d\u0438\u043a\u0443 \u0438 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b \u0434\u0435\u0442\u0430\u043b\u0438 \u043f\u0435\u0440\u0432\u043e\u0433\u043e <\/span><a href=\"https:\/\/ai.meta.com\/research\/publications\/mask-r-cnn\/\"><span style=\"font-weight: 400;\">SCNN \u0432 2017 \u0433\u043e\u0434\u0443<\/span><\/a><span style=\"font-weight: 400;\"> \u0432\u043e \u0432\u0440\u0435\u043c\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0432 Facebook AI Research.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0422\u0435\u0440\u0430\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u0438\u043b \u044d\u0442\u043e <\/span><a href=\"https:\/\/www.quantamagazine.org\/sparse-neural-networks-point-physicists-to-useful-data-20230608\/\"><span style=\"font-weight: 400;\">\u043a\u043e\u043d\u0446\u0435\u043f\u0446\u0438\u044f \u0444\u0438\u0437\u0438\u043a\u0438 \u0447\u0430\u0441\u0442\u0438\u0446<\/span><\/a><span style=\"font-weight: 400;\"> \u0432 \u041d\u0430\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0439 \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u043b\u0430\u0431\u043e\u0440\u0430\u0442\u043e\u0440\u0438\u0438 \u0424\u0435\u0440\u043c\u0438, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442\u0441\u044f \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043d\u0435\u0439\u0442\u0440\u0438\u043d\u043e (\u0441\u0430\u043c\u044b\u0445 \u043d\u0435\u0443\u043b\u043e\u0432\u0438\u043c\u044b\u0445 \u0438 \u0441\u0430\u043c\u044b\u0445 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u0447\u0430\u0441\u0442\u0438\u0446 \u0441 \u043c\u0430\u0441\u0441\u043e\u0439 \u0432\u043e \u0412\u0441\u0435\u043b\u0435\u043d\u043d\u043e\u0439). <\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0422\u0435\u0440\u0430\u043e \u043f\u0440\u0438\u0437\u043d\u0430\u043b, \u0447\u0442\u043e SCNN \u043c\u043e\u0433\u0443\u0442 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0434\u043b\u044f \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430 Deep Underground Neutrino Experiment (DUNE), \u0433\u0434\u0435 \u043e\u043d \u043e\u0442\u043c\u0435\u0442\u0438\u043b, \u0447\u0442\u043e SCNN \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u043b\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u0435\u0435, \u0447\u0435\u043c \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u043e\u0434\u044b.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u041d\u0435 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0432\u0430\u044f\u0441\u044c \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f\u043c\u0438 \u043d\u0435\u0439\u0442\u0440\u0438\u043d\u043e, \u0444\u0438\u0437\u0438\u043a \u0424\u0438\u043b\u0438\u043f \u0425\u0430\u0440\u0440\u0438\u0441 \u0438\u0437 \u041c\u0430\u0441\u0441\u0430\u0447\u0443\u0441\u0435\u0442\u0441\u043a\u043e\u0433\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0438\u0442\u0443\u0442\u0430 \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u0435\u0442 \u043f\u0440\u0438\u043c\u0435\u043d\u0438\u0442\u044c SCNN \u0432 \u0411\u043e\u043b\u044c\u0448\u043e\u043c \u0430\u0434\u0440\u043e\u043d\u043d\u043e\u043c \u043a\u043e\u043b\u043b\u0430\u0439\u0434\u0435\u0440\u0435 (\u0411\u0410\u041a) \u0432 \u0426\u0415\u0420\u041d\u0435.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u0425\u0430\u0440\u0440\u0438\u0441 \u043d\u0430\u0434\u0435\u0435\u0442\u0441\u044f, \u0447\u0442\u043e SCNN \u0441\u043c\u043e\u0433\u0443\u0442 \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u0430\u043d\u0430\u043b\u0438\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430 \u0411\u0410\u041a \u043f\u043e \u043a\u0440\u0430\u0439\u043d\u0435\u0439 \u043c\u0435\u0440\u0435 \u0432 50 \u0440\u0430\u0437, \u0441\u043f\u043e\u0441\u043e\u0431\u0441\u0442\u0432\u0443\u044f \u043e\u0442\u043a\u0440\u044b\u0442\u0438\u044e \u0447\u0430\u0441\u0442\u0438\u0446, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0445 \u043e\u0441\u043e\u0431\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0435\u0441.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>\u0412 \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0444\u0438\u0437\u0438\u043a\u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f (ML) \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u043b\u043e\u0441\u0441\u0430\u043b\u044c\u043d\u044b\u0435, \u043d\u043e \u0441\u043a\u0443\u0434\u043d\u044b\u0435 \u043c\u0430\u0441\u0441\u0438\u0432\u044b \u0434\u0430\u043d\u043d\u044b\u0445.  \u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u044c\u0442\u0435 \u0441\u0435\u0431\u0435 \u0437\u0430\u0434\u0430\u0447\u0443 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u0438\u0437 \u043a\u043d\u0438\u0433\u0438, \u0441\u043e\u0441\u0442\u043e\u044f\u0449\u0435\u0439 \u0438\u0437 \u0442\u044b\u0441\u044f\u0447\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446, \u043a\u0430\u0436\u0434\u0430\u044f \u0438\u0437 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u0432\u0441\u0435\u0433\u043e \u043e\u0434\u043d\u0443 \u0441\u0442\u0440\u043e\u043a\u0443 \u0442\u0435\u043a\u0441\u0442\u0430. \u0421\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0442\u0430\u043a\u043e\u0439 \u043a\u043d\u0438\u0433\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0441\u043a\u0430\u043d\u0435\u0440\u0430, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u0435\u0442\u043e\u0434\u0438\u0447\u043d\u043e \u0441\u0447\u0438\u0442\u044b\u0432\u0430\u0435\u0442 \u043a\u0430\u0436\u0434\u0443\u044e \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0443 \u0434\u044e\u0439\u043c \u0437\u0430 \u0434\u044e\u0439\u043c\u043e\u043c, \u0431\u044b\u043b\u043e \u0431\u044b \u0447\u0440\u0435\u0437\u0432\u044b\u0447\u0430\u0439\u043d\u043e \u0442\u0440\u0443\u0434\u043e\u0435\u043c\u043a\u0438\u043c, \u043f\u0440\u0438\u0447\u0435\u043c \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0443\u0441\u0438\u043b\u0438\u0439 \u0431\u044b\u043b\u0430 \u0431\u044b \u043f\u043e\u0442\u0440\u0430\u0447\u0435\u043d\u0430 \u043d\u0430 \u0441\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u0443\u0441\u0442\u043e\u0433\u043e \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0430.  \u0422\u043e \u0436\u0435 \u0441\u0430\u043c\u043e\u0435 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0441\u044f \u0438 \u043a \u0444\u0438\u0437\u0438\u043a\u0430\u043c-\u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u0442\u043e\u0440\u0430\u043c, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u043a \u0444\u0438\u0437\u0438\u043a\u0435 \u0447\u0430\u0441\u0442\u0438\u0446. \u0417\u0434\u0435\u0441\u044c \u0434\u0435\u0442\u0435\u043a\u0442\u043e\u0440\u044b \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u0443\u044e\u0442 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0442 \u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0434\u0430\u043d\u043d\u044b\u0445, \u0445\u043e\u0442\u044f \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c \u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u043b\u0438\u0448\u044c \u043d\u0438\u0447\u0442\u043e\u0436\u043d\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u043d\u0442.  \u041a\u0430\u043a \u043e\u0442\u043c\u0435\u0442\u0438\u043b \u041a\u0430\u0437\u0443\u0445\u0438\u0440\u043e \u0422\u0435\u0440\u0430\u043e, \u0444\u0438\u0437\u0438\u043a \u0438\u0437<\/p>","protected":false},"author":2,"featured_media":2574,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[127,221,105,222,135],"class_list":["post-2573","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-ai","tag-cern","tag-machine-learning","tag-ml","tag-science"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Groundbreaking neural network supports complex physics research | DailyAI<\/title>\n<meta name=\"description\" content=\"In the demanding realm of experimental physics, machine learning (ML) technology is helping researchers analyze colossal but sparse data sets.\u00a0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/ru\/2023\/07\/groundbreaking-neural-network-supports-complex-physics-research\/\" \/>\n<meta property=\"og:locale\" content=\"ru_RU\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Groundbreaking neural network supports complex physics research | DailyAI\" \/>\n<meta property=\"og:description\" content=\"In the demanding realm of experimental physics, machine learning (ML) technology is helping researchers analyze colossal but sparse data sets.\u00a0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/dailyai.com\/ru\/2023\/07\/groundbreaking-neural-network-supports-complex-physics-research\/\" \/>\n<meta property=\"og:site_name\" content=\"DailyAI\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-16T17:35:53+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-17T09:01:53+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/dailyai.com\/wp-content\/uploads\/2023\/07\/shutterstock_1287557623.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1000\" \/>\n\t<meta property=\"og:image:height\" content=\"614\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Sam Jeans\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:site\" content=\"@DailyAIOfficial\" \/>\n<meta name=\"twitter:label1\" content=\"\u041d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0430\u0432\u0442\u043e\u0440\u043e\u043c\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sam Jeans\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u041f\u0440\u0438\u043c\u0435\u0440\u043d\u043e\u0435 \u0432\u0440\u0435\u043c\u044f \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u043c\u0438\u043d\u0443\u0442\u044b\" 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