Spectral-Bias and Kernel-Task Alignment in Physically Informed Neural Networks

12 July 2023

Papers citing "Spectral-Bias and Kernel-Task Alignment in Physically Informed Neural Networks"

3 / 3 papers shown

Title
Generic bounds on the approximation error for physics-informed (and) operator learning Tim De Ryck Siddhartha Mishra PINN 59 58 0 23 May 2022
Improved architectures and training algorithms for deep operator networks Sifan Wang Hanwen Wang P. Perdikaris AI4CE 42 102 0 04 Oct 2021
On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks Sifan Wang Hanwen Wang P. Perdikaris 129 435 0 18 Dec 2020