Physics-informed neural networks for flow-heat transfer coupling problems: A comprehensive review of methods, applications, and future perspectives

International Journal of Heat and Mass Transfer 2026

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Authors: Yiran Duan, Jiaming Tian, Yue Wang
DOI: 10.1016/j.ijheatmasstransfer.2026.128907
Cited by: 4
References: 177

Fields of Study & Subjects

Model Reduction and Neural Networks Heat Transfer and Optimization Fluid Dynamics and Vibration Analysis

Publication details

Journal / source
International Journal of Heat and Mass Transfer
Publisher
Elsevier BV
Volume
267
Pages
128907–128907
Publication date
8 May 2026
Language
EN