2 citations · 2 across the 1 of their papers we have counts for
2 papers
math.NA2021★ 2 cited
Adaptive Learning on the Grids for Elliptic Hemivariational Inequalities
Jianguo Huang, Chunmei Wang, Haoqin Wang
This paper introduces a deep learning method for solving an elliptic hemivariational inequality (HVI). In this method, an expectation minimization problem is first formulated based…
math.NA2019
Int-Deep: A Deep Learning Initialized Iterative Method for Nonlinear Problems
Jianguo Huang, Haoqin Wang, Haizhao Yang
This paper focuses on proposing a deep learning initialized iterative method (Int-Deep) for low-dimensional nonlinear partial differential equations (PDEs). The corresponding frame…