Jingshuang Chen

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 11

Top Topics

Conservation Laws

Levenberg Marquardt

Solving Partial Differential Equations

Top Venues

J. Comput. Phys.

Comput. Math. Appl.

J. Comput. Appl. Math.

Publications

Zhiqiang Cai, Jingshuang Chen, Min Liu
Least-squares neural network (LSNN) method for scalar nonlinear hyperbolic conservation laws: Discrete divergence operator. J. Comput. Appl. Math. 433 (2023)
Zhiqiang Cai, Jingshuang Chen, Min Liu
Self-adaptive deep neural network: Numerical approximation to functions and PDEs. J. Comput. Phys. 455 (2022)
Min Liu, Zhiqiang Cai, Jingshuang Chen
Adaptive two-layer ReLU neural network: I. Best least-squares approximation. Comput. Math. Appl. 113 (2022)
Zhiqiang Cai, Jingshuang Chen, Min Liu
Least-Squares ReLU Neural Network (LSNN) Method For Scalar Nonlinear Hyperbolic Conservation Law. CoRR (2021)
Zhiqiang Cai, Jingshuang Chen, Min Liu
Finite Volume Least-Squares Neural Network (FV-LSNN) Method for Scalar Nonlinear Hyperbolic Conservation Laws. CoRR (2021)
Min Liu, Zhiqiang Cai, Jingshuang Chen
Adaptive Two-Layer ReLU Neural Network: I. Best Least-squares Approximation. CoRR (2021)
Zhiqiang Cai, Jingshuang Chen, Min Liu
Self-adaptive deep neural network: Numerical approximation to functions and PDEs. CoRR (2021)
Zhiqiang Cai, Jingshuang Chen, Min Liu
Least-squares ReLU neural network (LSNN) method for linear advection-reaction equation. J. Comput. Phys. 443 (2021)
Zhiqiang Cai, Jingshuang Chen, Min Liu
Least-Squares ReLU Neural Network (LSNN) Method For Linear Advection-Reaction Equation. CoRR (2021)
Zhiqiang Cai, Jingshuang Chen, Min Liu, Xinyu Liu
Deep least-squares methods: An unsupervised learning-based numerical method for solving elliptic PDEs. J. Comput. Phys. 420 (2020)
Zhiqiang Cai, Jingshuang Chen, Min Liu, Xinyu Liu
Deep least-squares methods: an unsupervised learning-based numerical method for solving elliptic PDEs. CoRR (2019)