Search Results

• Best Rank-One Approximation of Fourth-Order Partially Symmetric Tensors by Neural Network

  Xuezhong Wang, Maolin Che, Yimin Wei

  2021-01-13

  43531 3021 Pages:673-700

• Quasi-Monte Carlo Sampling for Solving Partial Differential Equations by Deep Neural Networks

  Jingrun Chen, Rui Du, Panchi Li, Liyao Lyu

  2021-01-26

  46499 2782 Pages:377-404

• A Stabilized Physics Informed Neural Networks Method for Wave Equations

  Yuling Jiao, Yuhui Liu, Jerry Zhijian Yang, Cheng Yuan

  2024-12-11

  11927 1432 Pages:1100-1127

• Sparse Deep Neural Network for Nonlinear Partial Differential Equations

  Yuesheng Xu, Taishan Zeng

  2023-01-13

  34541 3191 Pages:58-78

• Error Analysis of the Deep Mixed Residual Method for High-Order Elliptic Equations

  Mengjia Bai, Jingrun Chen, Rui Du, Zhiwei Sun

  2025-05-16

  7573 589 Pages:395-436

• Efficiently Training Physics-Informed Neural Networks via Anomaly-Aware Optimization

  Jiacheng Li, Min Yang, Chuanjun Chen

  2024-05-11

  27427 2303 Pages:310-330

• Convergence Analysis of OT-Flow for Sample Generation

  Yang Jing, Lei Li

  2025-05-16

  7488 584 Pages:325-352