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• On the Banach Spaces Associated with Multi-Layer ReLU Networks: Function Representation, Approximation Theory and Gradient Descent Dynamics

  Weinan E, Stephan Wojtowytsch

  2020-09-25

  43692 3771 Pages:387-440

• Energy Stable Arbitrary Order ETD-MS Method for Gradient Flows with Lipschitz Nonlinearity

  Wenbin Chen, Shufen Wang, Xiaoming Wang

  2021-08-31

  40970 3602 Pages:460-483

• A Novel Lagrange Multiplier Approach with Relaxation for Gradient Flows

  Zhengguang Liu, Xiaoli Li

  2024-02-26

  24981 2318 Pages:110-141

• Global-in-Time Energy Stability for a General Class of Stabilization Single-Step Schemes Applied to the Swift-Hohenberg Equation

  Hong Zhang, Haifeng Wang, Yan Wang, Xu Qian

  2025-09-11

  4001 351 Pages:555-592

• Convergence Analysis on a Structure-Preserving Numerical Scheme for the Poisson-Nernst-Planck-Cahn-Hilliard System

  Yiran Qian, Cheng Wang, Shenggao Zhou

  2023-02-14

  32902 2990 Pages:345-380