Search Results

• A Pre-Training Deep Learning Method for Simulating the Large Bending Deformation of Bilayer Plates

  Xiang Li, Yulei Liao, Pingbing Ming

  2024-06-13

  27297 2149 Pages:551-578

• Machine Learning Algorithm for the Monge-Ampère Equation with Transport Boundary Conditions

  Hongtao Chen, Tong Wang

  2024-09-27

  14838 1324 Pages:788-819

• Recovering the Source Term in Elliptic Equation via Deep Learning: Method and Convergence Analysis

  Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang, Pingwen Zhang

  2024-06-13

  29635 2079 Pages:460-489

• Solving Diffusion Problems by a Random Feature Method

  Zijian Mei, Hui Xie, Heng Yong, Zhouwang Yang, Jingrun Chen

  2025-06-06

  5521 518 Pages:439-463

• Real-Time Computing for a Parameterized Feedback Control Problem of Boussinesq Equations by POD and Deep Learning

  Guang-Ri Piao, Hyung-Chun Lee

  2024-06-13

  23505 1988 Pages:507-529

• Linearized Learning with Multiscale Deep Neural Networks for Stationary Navier-Stokes Equations with Oscillatory Solutions

  Lizuo Liu, Bo Wang, Wei Cai

  2023-06-12

  36288 3184 Pages:740-758 Open-access

• A Hybrid Method for Three-Dimensional Semi-Linear Elliptic Equations

  Jianguo Huang, Shengbiao Ma, Haoqin Wang

  2023-04-25

  30898 2730 Pages:420-434

• A Deep Learning Method for Elliptic Hemivariational Inequalities

  Jianguo Huang, Chunmei Wang & Haoqin Wang

  2022-04-06

  59851 4089 Pages:487-502 Open-access

• Energy-Based Adaptive Deep Unfitted Nitsche Method for Elliptic Interface Problems

  Qimu Luo, Ren Zhao

  2026-01-26

  189 63 Pages:573-599

• Approximation and Generalization of DeepONets for Learning Operators Arising from a Class of Singularly Perturbed Problems

  Ting Du, Zhongyi Huang, Ye Li

  2024-09-27

  14681 1266 Pages:841-873

• A Chebyshev Polynomial Neural Network Solver for Boundary Value Problems of Elliptic Equations

  Liujun Meng, Xuelin Zhang, Hanquan Wang

  2023-04-25

  30451 2959 Pages:230-245