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Jingshuang Chen
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2020 – today
- 2023
- [j5]Zhiqiang Cai
, Jingshuang Chen
Least-squares neural network (LSNN) method for scalar nonlinear hyperbolic conservation laws: Discrete divergence operator. J. Comput. Appl. Math. 433: 115298 (2023) - 2022
- [j4]Min Liu
Adaptive two-layer ReLU neural network: I. Best least-squares approximation. Comput. Math. Appl. 113: 34-44 (2022) - [j3]Zhiqiang Cai, Jingshuang Chen
Self-adaptive deep neural network: Numerical approximation to functions and PDEs. J. Comput. Phys. 455: 111021 (2022) - 2021
- [j2]Zhiqiang Cai
Least-squares ReLU neural network (LSNN) method for linear advection-reaction equation. J. Comput. Phys. 443: 110514 (2021) - [i6]Zhiqiang Cai, Jingshuang Chen, Min Liu:
Least-Squares ReLU Neural Network (LSNN) Method For Scalar Nonlinear Hyperbolic Conservation Law. CoRR abs/2105.11627 (2021) - [i5]Zhiqiang Cai, Jingshuang Chen, Min Liu:
Least-Squares ReLU Neural Network (LSNN) Method For Linear Advection-Reaction Equation. CoRR abs/2105.11632 (2021) - [i4]Min Liu, Zhiqiang Cai, Jingshuang Chen:
Adaptive Two-Layer ReLU Neural Network: I. Best Least-squares Approximation. CoRR abs/2107.08935 (2021) - [i3]Zhiqiang Cai, Jingshuang Chen, Min Liu:
Self-adaptive deep neural network: Numerical approximation to functions and PDEs. CoRR abs/2109.02839 (2021) - [i2]Zhiqiang Cai, Jingshuang Chen, Min Liu:
Finite Volume Least-Squares Neural Network (FV-LSNN) Method for Scalar Nonlinear Hyperbolic Conservation Laws. CoRR abs/2110.10895 (2021) - 2020
- [j1]Zhiqiang Cai
Deep least-squares methods: An unsupervised learning-based numerical method for solving elliptic PDEs. J. Comput. Phys. 420: 109707 (2020)
2010 – 2019
- 2019
- [i1]Zhiqiang Cai, Jingshuang Chen, Min Liu, Xinyu Liu:
Deep least-squares methods: an unsupervised learning-based numerical method for solving elliptic PDEs. CoRR abs/1911.02109 (2019)
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