DeepBHCP: Deep neural network algorithm for solving backward heat conduction problems

This paper extends a deep neural network method, a semi-supervised one, to solve backward heat conduction problems which have been long-standing computational challenges due to being ill-posed. The effectiveness and robustness of the methodology are demonstrated through various problems including di...

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Vydané v:	Computer physics communications Ročník 272; s. 108236
Hlavní autori:	Mostajeran, F., Mokhtari, R.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Elsevier B.V 01.03.2022
Predmet:	Backward heat conduction problems Deep neural networks Ill-posed problems Inverse problems Thermal conductivity Thermal conductivity Ill-posed problems Deep neural networks Inverse problems Backward heat conduction problems
ISSN:	0010-4655, 1879-2944
On-line prístup:	Získať plný text
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