Stochastic Levenberg–Marquardt Neural Network Implementation for Analyzing the Convective Heat Transfer in a Wavy Fin

The present research examines the steady, one-dimensional thermal distribution and heat transfer of a wavy fin. This heat transfer analysis considers convective effects as well as temperature-dependent thermal conductivity. Furthermore, a novel implementation of a neural network with backpropagated...

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Bibliographic Details
Published in:	Mathematics (Basel) Vol. 11; no. 10; p. 2401
Main Authors:	Kumar, R. S. Varun, Alsulami, M. D., Sarris, I. E., Sowmya, G., Gamaoun, Fehmi
Format:	Journal Article
Language:	English
Published:	Basel MDPI AG 01.05.2023
Subjects:	Air conditioning Algorithms Analysis artificial neural network Artificial neural networks Convective heat transfer Dimensionless numbers Electric properties fin Heat conductivity Heat exchangers Heat transfer Influence Investigations Machine learning Mathematics Neural networks Nonlinear differential equations Parameters Productivity Radiation Regression models Runge-Kutta method Temperature dependence temperature distribution Thermal conductivity wavy fin Wavy fins
ISSN:	2227-7390, 2227-7390
Online Access:	Get full text
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