40 citations · 40 across the 2 of their papers we have counts for
2 papers
cs.LG2021
Subspace Decomposition based DNN algorithm for elliptic type multi-scale PDEs
Xi-An Li, Zhi-Qin John Xu, Lei Zhang
While deep learning algorithms demonstrate a great potential in scientific computing, its application to multi-scale problems remains to be a big challenge. This is manifested by t…
physics.comp-ph2020★ 40 cited
A multi-scale DNN algorithm for nonlinear elliptic equations with multiple scales
Xi-An Li, Zhi-Qin John Xu, Lei Zhang
Algorithms based on deep neural networks (DNNs) have attracted increasing attention from the scientific computing community. DNN based algorithms are easy to implement, natural for…