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Teplofizika vysokikh temperatur, 2003, Volume 41, Issue 6, Pages 942–947
(Mi tvt1735)
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This article is cited in 4 scientific papers (total in 4 papers)
Heat and Mass Transfer and Physical Gasdynamics
Application of the method of neural networks to solution of the inverse problem of heat transfer
V. V. Berdnik, R. D. Mukhamedyarov Institute of Aerospace Instrumentation, Kazan'
Abstract:
The possibility of application of the method of neural networks to solution of inverse problems is considered using a coefficient inverse problem of heat transfer as an example. A method of fitting a neural network is suggested. The errors of recovery of sought parameters as functions of the properties of the medium and the number of neurons in the internal layer are investigated. The results of recovery of parameters are compared with the results obtained by the fitting method.
Received: 13.08.2002
Citation:
V. V. Berdnik, R. D. Mukhamedyarov, “Application of the method of neural networks to solution of the inverse problem of heat transfer”, TVT, 41:6 (2003), 942–947; High Temperature, 41:6 (2003), 839–843
Linking options:
https://www.mathnet.ru/eng/tvt1735 https://www.mathnet.ru/eng/tvt/v41/i6/p942
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Abstract page: | 253 | Full-text PDF : | 556 |
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