On understanding and overcoming spectral biases of deep neural network learning methods for solving PDEs

Zhi-Qin John Xu, Lulu Zhang, Wei Cai

In this review, we survey the latest approaches and techniques developed to overcome the spectral bias towards low frequency of deep neural network learning methods in learning mul…