Entropy Generation Modeling in Dynamic Local Thermal Non-Equilibrium Systems Using Neural Networks

The study of entropy generation in thermal non-equilibrium (TNE) states has significant implications for optimizing thermal management systems and understanding heat transfer mechanisms in permeable media. This study investigates the entropy properties in a thermal non-equilibrium (TNE) state within...

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Bibliographic Details

Published in:	Processes
Main Author:	Sameh Elsayed Ahmed
Other Authors:	Zehba A. S. Raizah, Zeinab Morsy, Fatma Alsubaie, Nouf Alshehry
Format:	Article
Language:	English
Published:	Multidisciplinary Digital Publishing Institute 2025
Subjects:	Heat and Mass Transfer in Porous Media Heat Transfer and Optimization Nanofluid Flow and Heat Transfer entropy production local thermal non-equilibrium permeable media heat generation neural network prediction heat transfer rate thermal management
Online Access:	https://doi.org/10.3390/pr13020319
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