Neural networks analysis of free laminar convection heat transfer in a partitioned enclosure

DOI10.1016/j.cnsns.2005.12.008zbMath1350.76049OpenAlexW2079374169MaRDI QIDQ883542

Abdullatif Ben-Nakhi, Mohamed Abd Elwahab Mahmoud

Publication date: 4 June 2007

Published in: Communications in Nonlinear Science and Numerical Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.cnsns.2005.12.008

zbMATH Keywords

neural networksfree convectionfluid flowgeneral regressionpolynomial nets

Mathematics Subject Classification ID

Free convection (76R10)

Related Items

Computational analysis of magnetohydrodynamic natural convection in a square cavity with a thin fin ⋮ Inter-model comparison of CFD and neural network analysis of natural convection heat transfer in a partitioned enclosure

Uses Software

• FLUENT

Cites Work

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• 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
• Flow and heat transfer regimes in inclined differentially heated cavities
• Initial studies of predicting flow fields with an ANN hybrid