1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Component Fourier Neural Operator for Singularly Perturbed Differential Equations
Ye Li, Ting Du, Yiwen Pang +1
Solving Singularly Perturbed Differential Equations (SPDEs) poses computational challenges arising from the rapid transitions in their solutions within thin regions. The effectiven…
cs.LG2022★ 1 cited
Physics-guided Data Augmentation for Learning the Solution Operator of Linear Differential Equations
Ye Li, Yiwen Pang, Bin Shan
Neural networks, especially the recent proposed neural operator models, are increasingly being used to find the solution operator of differential equations. Compared to traditional…