Open Internet by MindsNet

Understanding Loss Function Weighting in PINNs

The author struggles to comprehend how Physics-Informed Neural Networks (PINNs) learn to prioritize different loss components, specifically when higher weights are imposed on one loss over another, and how the model corrects its predictions accordingly.

Mathematics & logic, Mathematics, Differential Equations