CFD based neural network model framework for mixed convection in a lid-driven cavity with conductive cylinder

CFD based neural network model framework for mixed convection in a lid-driven cavity with conductive cylinder

The current study investigates the application of an Artificial Neural Network (ANN) model to analyze and predict mixed convection heat transfer within a 2-dimensional square cavity with a conductive cylinder at the centre. The top lid of the cavity is maintained at a constant cold temperature and s...

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Bibliographic Details
Main Authors: Md Muhtasim Fardin, Md Sadman Hossain, Mohammad Nasim Hasan
Format: Article
Language:English
Published: Elsevier 2025-02-01
Series:Heliyon
Subjects:
Artificial neural network
Lid-driven
Conductive cylinder
Square cavity
Weighted residual method
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844025010175
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