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- W4379470640 abstract "Abstract The problems of the non-stationary complex heat transfer have been considered in the work. An optimization algorithm based on machine learning methods has been proposed. The algorithm uses a neural network trained on a dataset of numerical experiments to predict the value of a chosen quality functional. Dual annealing method has been used to minimize neural network prediction function while varying boundary parameters. The obtained results are verified by comparison with numerical experiments." @default.
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- W4379470640 date "2023-05-01" @default.
- W4379470640 modified "2023-09-30" @default.
- W4379470640 title "Solving an optimal control problem of complex heat transfer using machine learning methods" @default.
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- W4379470640 doi "https://doi.org/10.1088/1742-6596/2514/1/012014" @default.
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