Physics-Informed Neural Networks for High-Frequency and Multi-Scale Problems using Transfer Learning

no code implementations • 5 Jan 2024 • Abdul Hannan Mustajab, Hao Lyu, Zarghaam Rizvi, Frank Wuttke

We proposed using transfer learning to boost the robustness and convergence of training PINN, starting training from low-frequency problems and gradually approaching high-frequency problems.

Transfer Learning