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

  307095 3600 Pages:299-335

• Machine Learning and Computational Mathematics

  Weinan E

  2020-11-18

  88741 4333 Pages:1639-1670

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

  Chao Ma, Jianchun Wang & Weinan E

  2018-12-08

  59290 5263 Pages:947-962 Open-access

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

  Jiequn Han, Linfeng Zhang, Roberto Car & Weinan E

  2018-08-21

  94955 6552 Pages:629-639 Open-access

• Optimization-Based String Method for Finding Minimum Energy Path

  Amit Samanta & Weinan E

  2014-08-05

  41051 4572 Pages:265-275

• Sequential Multiscale Modeling Using Sparse Representation

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

  2008-11-05

  37622 4251 Pages:1025-1033

• Effectiveness of Implicit Methods for Stiff Stochastic Differential Equations

  Tiejun Li, Assyr Abdulle & Weinan E

  2018-03-24

  40044 3924 Pages:295-307