A transfer learning metamodel using artificial neural networks for natural convection flows in enclosures

In this paper, we employed a transfer learning technique to predict the Nusselt number for natural convection flows in enclosures. Specifically, we considered the benchmark problem of a two-dimensional square enclosure with insulated horizontal walls and constant-temperature vertical walls. The Rayl...

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Bibliografische gegevens

Hoofdauteurs:	Majid Ashouri, Alireza Hashemi
Formaat:	Artigo
Taal:	Inglês
Gepubliceerd in:	Elsevier 2022-08-01
Reeks:	Case Studies in Thermal Engineering
Onderwerpen:	Artificial neural networks Deep learning Machine learning Metamodel Natural convection Transfer learning
Online toegang:	http://www.sciencedirect.com/science/article/pii/S2214157X22004257
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