The optimized design and heat transfer characteristics of helical groove tubes: A study based on parameter estimation, continuous adjoint optimization, and physics-informed neural networks

International Journal of Heat and Fluid Flow 2026

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Authors: Shuo Wang, Lin Wan, Hongchao Wang, Gang Che, Yan Li, Tingbo Du, Chaofan Wang

DOI: 10.1016/j.ijheatfluidflow.2026.110251

Cited by: 0

References: 21

Fields of Study & Subjects

Heat Transfer and Optimization Nanofluid Flow and Heat Transfer Fluid Dynamics and Vibration Analysis

References 21