Articles

• Deep ReLU Networks Overcome the Curse of Dimensionality for Generalized Bandlimited Functions

  Hadrien Montanelli, Haizhao Yang, Qiang Du

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  55146 4376 Pages:801-815

• Physics Informed Neural Networks (PINNs) For Approximating Nonlinear Dispersive PDEs

  Genming Bai, Ujjwal Koley, Siddhartha Mishra, Roberto Molinaro

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  41386 3768 Pages:816-847

• An Acceleration Strategy for Randomize-Then-Optimize Sampling via Deep Neural Networks

  Liang Yan, Tao Zhou

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  42729 3632 Pages:848-864

• Convergence of the Weighted Nonlocal Laplacian on Random Point Cloud

  Zuoqiang Shi, Bao Wang

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  39054 3521 Pages:865-879

• Achieving Adversarial Robustness Requires an Active Teacher

  Chao Ma, Lexing Ying

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  40852 3645 Pages:880-896

• The Random Batch Method for $N$-Body Quantum Dynamics

  Fran\u00e7ois Golse, Shi Jin, Thierry Paul

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  39779 3847 Pages:897-922