Review Article: Model Meets Deep Learning in Image Inverse Problems
Na Wang & Jian Sun

On the Banach Spaces Associated with Multi-Layer ReLU Networks: Function 
Representation, Approximation Theory and Gradient Descent Dynamics
Weinan E & Stephan Wojtowytsch

Artificial Regularization Parameter Analysis for the No-Slope-Selection 
Epitaxial Thin Film Model
Xiangjun Meng, Zhonghua Qiao, Cheng Wang & Zhengru Zhang

A Multilevel Spectral Indicator Method for Eigenvalues of Large Non-Hermitian Matrices
Ruihao Huang, Jiguang Sun & Chao Yang

How to Define Dissipation-Preserving Energy for Time-Fractional Phase-Field Equations
Chaoyu Quan, Tao Tang & Jiang Yang

An Integrated Quadratic Reconstruction for Finite Volume Schemes to Scalar 
Conservation Laws in Multiple Dimensions
Li Chen, Ruo Li & Feng Yang

Hartley Spectral Pooling for Deep Learning
Hao Zhang & Jianwei Ma

A CIP-FEM for High-Frequency Scattering Problem with the Truncated DtN 
Boundary Condition
Yonglin Li, Weiying Zheng & Xiaopeng Zhu