Articles

• Model Meets Deep Learning in Image Inverse Problems

  Na Wang, Jian Sun

  365-386

  • Preview
  • Requires Subscription Full PDF

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

  Weinan E, Stephan Wojtowytsch

  387-440

  • Preview
  • Requires Subscription Full PDF

• Artificial Regularization Parameter Analysis for the No-Slope-Selection Epitaxial Thin Film Model

  Xiangjun Meng, Zhonghua Qiao, Cheng Wang, Zhengru Zhang

  441-462

  • Preview
  • Requires Subscription Full PDF

• A Multilevel Spectral Indicator Method for Eigenvalues of Large Non-Hermitian Matrices

  Ruihao Huang, Jiguang Sun, Chao Yang

  463-477

  • Preview
  • Requires Subscription Full PDF

• How to Define Dissipation-Preserving Energy for Time-Fractional Phase-Field Equations

  Chaoyu Quan, Tao Tang, Jiang Yang

  478-490

  • Preview
  • Requires Subscription Full PDF

• An Integrated Quadratic Reconstruction for Finite Volume Schemes to Scalar Conservation Laws in Multiple Dimensions

  Li Chen, Ruo Li, Feng Yang

  491-517

  • Preview
  • Requires Subscription Full PDF

• Hartley Spectral Pooling for Deep Learning

  Hao Zhang, Jianwei Ma

  518-529

  • Preview
  • Requires Subscription Full PDF

• A CIP-FEM for High-Frequency Scattering Problem with the Truncated DtN Boundary Condition

  Yonglin Li, Weiying Zheng, Xiaopeng Zhu

  530-560

  • Preview
  • Requires Subscription Full PDF