Convolutional neural networks for heat conduction

Convolutional neural networks for heat conduction

This paper presents a data-driven approach to solve heat conduction problems, in particular 2D heat conduction problems. The physical laws which govern such problems are modeled by partial differential equations. We examine temperature distributions of conductors that have square geometry subjected...

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Bibliographic Details
Main Authors: Sidharth Tadeparti, Vishal V.R. Nandigana
Format: Article
Language:English
Published: Elsevier 2022-10-01
Series:Case Studies in Thermal Engineering
Subjects:
Heat conduction
Deep learning
Image-based algorithm
Convolutional neural networks
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X22003355

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http://www.sciencedirect.com/science/article/pii/S2214157X22003355

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