Search Results

• pETNNs: Partial Evolutionary Tensor Neural Networks for Solving Time-Dependent Partial Differential Equations

  Tunan Kao, He Zhang, Lei Zhang, Jin Zhao

  2025-09-30

  9275 140 Pages:862-891

• A Sharp Uniform-in-Time Error Estimate for Stochastic Gradient Langevin Dynamics

  Lei Li, Yuliang Wang

  2025-09-30

  9243 179 Pages:711-759

• Construction and Analysis for Adams Explicit Discretization of High-Index Saddle Dynamics

  Shuai Miao, Ziqi Liu, Lei Zhang, Pingwen Zhang, Xiangcheng Zheng

  2025-09-11

  3860 337 Pages:625-650

• Multipliers Correction Methods for Optimization Problems over the Stiefel Manifold

  Lei Wang, Bin Gao, Xin Liu

  2021-08-31

  44760 3679 Pages:508-531

• An Integral Equation Method for the Scattering by Core-Shell Structures in a Layered Medium

  Gang Bao, Lei Zhang

  2023-04-25

  35924 3048 Pages:515-541

• Mathematical and Numerical Analysis to Shrinking-Dimer Saddle Dynamics with Local Lipschitz Conditions

  Lei Zhang, Pingwen Zhang, Xiangcheng Zheng

  2023-01-09

  33318 3238 Pages:157-176

• A Splitting Hamiltonian Monte Carlo Method for Efficient Sampling

  Lei Li, Lin Liu, Yuzhou Peng

  2023-01-09

  33873 3697 Pages:41-73

• Numerical Research for the 2D Vorticity-Stream Function Formulation of the Navier-Stokes Equations and Its Application in Vortex Merging at High Reynolds Numbers

  Jue Wang, Hongwei Ding, Lei Zhang

  2022-05-30

  39338 3128 Pages:244-272

• A Nonlinear Eigenvalue Problem Associated with the Sum-of-Rayleigh-Quotients Maximization

  Lei-Hong Zhang, Rui Chang

  2021-05-13

  42614 3871 Pages:313-335

• Towards a Mathematical Understanding of Neural Network-Based Machine Learning: What We Know and What We Don't

  Weinan E, Chao Ma, Lei Wu, Stephan Wojtowytsch

  2020-12-31

  50064 4453 Pages:561-615