Articles

• Model Meets Deep Learning in Image Inverse Problems

  Na Wang, Jian Sun

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  44091 4031 Pages:365-386

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

  Weinan E, Stephan Wojtowytsch

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  43692 3771 Pages:387-440

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

  Xiangjun Meng, Zhonghua Qiao, Cheng Wang, Zhengru Zhang

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  41074 3462 Pages:441-462

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

  Ruihao Huang, Jiguang Sun, Chao Yang

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  40619 3611 Pages:463-477

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

  Chaoyu Quan, Tao Tang, Jiang Yang

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  43730 3666 Pages:478-490

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

  Li Chen, Ruo Li, Feng Yang

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  39853 3475 Pages:491-517

• Hartley Spectral Pooling for Deep Learning

  Hao Zhang, Jianwei Ma

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  41462 3710 Pages:518-529

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

  Yonglin Li, Weiying Zheng, Xiaopeng Zhu

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  41719 3662 Pages:530-560