Multi-Objective Loss Balancing in Physics-Informed Neural Networks for Fluid Flow Applications

Afrah Farea, Saiful Khan, Mustafa Serdar Celebi

Physics-Informed Neural Networks (PINNs) have emerged as a promising machine learning approach for solving partial differential equations (PDEs). However, PINNs face significant ch…