68 citations · 92 across the 7 of their papers we have counts for
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math.NA2020★ 17 cited
Structure Probing Neural Network Deflation
Yiqi Gu, Chunmei Wang, Haizhao Yang
Deep learning is a powerful tool for solving nonlinear differential equations, but usually, only the solution corresponding to the flattest local minimizer can be found due to the…
math.NA2020★ 68 cited
SelectNet: Self-paced Learning for High-dimensional Partial Differential Equations
Yiqi Gu, Haizhao Yang, Chao Zhou
The least squares method with deep neural networks as function parametrization has been applied to solve certain high-dimensional partial differential equations (PDEs) successfully…