Search Results

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

  Jingrun Chen, Rui Du, Panchi Li, Liyao Lyu

  2021-01-26

  DOI:10.4208/nmtma.OA-2020-0062

  46504 2785 pp. 377-404

• Convergence Analysis of a Quasi-Monte Carlo-Based Deep Learning Algorithm for Solving Partial Differential Equations

  Fengjiang Fu, Xiaoqun Wang

  2023-08-29

  DOI:10.4208/nmtma.OA-2022-0166

  28533 2542 pp. 668-700

• Error Analysis of the Mixed Residual Method for Elliptic Equations

  Kai Gu, Peng Fang, Zhiwei Sun, Rui Du

  2024-05-11

  DOI:10.4208/nmtma.OA-2023-0136

  21191 1750 pp. 534-554

• Analysis of Deep Ritz Methods for Semilinear Elliptic Equations

  Mo Chen, Yuling Jiao, Xiliang Lu, Pengcheng Song, Fengru Wang, Jerry Zhijian Yang

  2024-02-26

  DOI:10.4208/nmtma.OA-2023-0058

  23900 2469 pp. 181-209

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

  Mengjia Bai, Jingrun Chen, Rui Du, Zhiwei Sun

  2025-05-16

  DOI:10.4208/nmtma.OA-2024-0134

  7578 593 pp. 395-436

• HRW: Hybrid Residual and Weak Form Loss for Solving Elliptic Interface Problems with Neural Network

  Muzhou Hou, Yinghao Chen, Shen Cao, Yuntian Chen, Jinyong Ying

  2023-11-07

  DOI:10.4208/nmtma.OA-2023-0097

  29995 2587 pp. 883-913