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...

Celý popis

Podrobná bibliografie

Vydáno v:	Computer physics communications Ročník 272; s. 108236
Hlavní autoři:	Mostajeran, F., Mokhtari, R.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 01.03.2022
Témata:	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 přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!