Inter-model comparison of CFD and neural network analysis of natural convection heat transfer in a partitioned enclosure

DOI10.1016/j.apm.2007.06.018zbMath1145.76361OpenAlexW2050076365MaRDI QIDQ949960

Abdullatif Ben-Nakhi, Ahmad M. Mahmoud, Mohamed Abd Elwahab Mahmoud

Publication date: 22 October 2008

Published in: Applied Mathematical Modelling (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.apm.2007.06.018

zbMATH Keywords

neural networksfree convectiongeneral regressionpolynomial netsinter-model comparisonpartitioned cavity

Mathematics Subject Classification ID

Neural networks for/in biological studies, artificial life and related topics (92B20) Convection in hydrodynamic stability (76E06)

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Cites Work

• Neural networks analysis of free laminar convection heat transfer in a partitioned enclosure
• A consistently formulated QUICK scheme for fast and stable convergence using finite-volume iterative calculation procedures
• Principal feasibility studies using neuro-numerics for prediction of flow fields
• Neural network analysis of boiling heat transfer enhancement using additives.
• Natural convection in interacting cavities heated from below
• Numerical solutions of 2-D steady incompressible driven cavity flow at high Reynolds numbers
• Initial studies of predicting flow fields with an ANN hybrid
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