Search Results

• Bi-Orthogonal fPINN: A Physics-Informed Neural Network Method for Solving Time-Dependent Stochastic Fractional PDEs

  Lei Ma, Rongxin Li, Fanhai Zeng, Ling Guo, George Em Karniadakis

  2023-11-08

  31843 2797 Pages:1133-1176

• Some Random Batch Particle Methods for the Poisson-Nernst-Planck and Poisson-Boltzmann Equations

  Lei Li, Jian-Guo Liu, Yijia Tang

  2022-07-06

  43668 3690 Pages:41-82

• Efficient Collocational Approach for Parametric Uncertainty Analysis

  D. Xiu

  2018-03-24

  41575 4449 Pages:293-309

• Efficient Solution of Ordinary Differential Equations with High-Dimensional Parametrized Uncertainty

  Zhen Gao & Jan S. Hesthaven

  2011-10-01

  38124 3983 Pages:253-278

• Weak Minimization-Sampling Network for Solving PDEs

  Zhenqian E, Weiguo Gao

  2026-01-03

  1690 76 Pages:696-712