Search Results

• MOD-Net: A Machine Learning Approach via Model-Operator-Data Network for Solving PDEs

  Lulu Zhang, Tao Luo, Yaoyu Zhang, Weinan E, Zhi-Qin John Xu, Zheng Ma

  2022-08-11

  307210 3640 Pages:299-335

• Machine Learning and Computational Mathematics

  Weinan E

  2020-11-18

  88998 4381 Pages:1639-1670

• Model Reduction with Memory and the Machine Learning of Dynamical Systems

  Chao Ma, Jianchun Wang, Weinan E

  2018-12-08

  59466 5366 Pages:947-962 Open-access

• Deep Potential: A General Representation of a Many-Body Potential Energy Surface

  Jiequn Han, Linfeng Zhang, Roberto Car, E. Weinan

  2018-08-21

  95366 6687 Pages:629-639 Open-access

• Optimization-Based String Method for Finding Minimum Energy Path

  Amit Samanta, E. Weinan

  2014-08-05

  41138 4619 Pages:265-275

• Sequential Multiscale Modeling Using Sparse Representation

  Carlos J. Garcia-Cervera, Weiqing Ren, Jianfeng Lu, E. Weinan

  2008-11-05

  37717 4285 Pages:1025-1033

• Effectiveness of Implicit Methods for Stiff Stochastic Differential Equations

  Tiejun Li, Assyr Abdulle, E. Weinan

  2018-03-24

  40160 3959 Pages:295-307