Evolutionary Two-Stage Hyperparameter Optimization Strategies for Physics-Informed Neural Networks

Fedor Buzaev, Dmitry Efremenko, Egor Bugaev +4

Physics-Informed Neural Networks (PINNs) solve Partial Differential Equations (PDEs) by embedding physical laws into neural network training. However, their performance suffers fro…