Author

Jariful Hassan

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#machine learning Preprint Sep 2026

Generalized PINN-Based Inverse Estimation of Spatially Varying Heat Transfer Coefficients with Transfer Learning

This study investigates generalized boundary representations and transfer learning for physics-informed neural-network (PINN) estimation of spatially varying convective heat transfer coefficients (HTCs) in jet impingement cooling. Piecewise-linear (PWL) and neural-network boundary estimators are inferred from transient...

Pradipan Maitra, Jariful Hassan, Arijit Hazra · 0 citations