Residual-Quantile Adjustment for Adaptive Training of Physics-informed Neural Network

Jiayue Han, Zhiqiang Cai, Zhiyou Wu +1

Adaptive training methods for Physics-informed neural network (PINN) require dedicated constructions of the distribution of weights assigned at each training sample. To efficiently…