An Imbalanced Learning-based Sampling Method for Physics-informed Neural Networks

Jiaqi Luo, Yahong Yang, Yuan Yuan +2

This paper introduces Residual-based Smote (RSmote), an innovative local adaptive sampling technique tailored to improve the performance of Physics-Informed Neural Networks (PINNs)…