Articles

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

  Hadrien Montanelli, Haizhao Yang, Qiang Du

  • Preview
  • Requires Subscription Full PDF

  55135 4375 Pages:801-815

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

  Genming Bai, Ujjwal Koley, Siddhartha Mishra, Roberto Molinaro

  • Preview
  • Requires Subscription Full PDF

  41374 3767 Pages:816-847

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

  Liang Yan, Tao Zhou

  • Preview
  • Requires Subscription Full PDF

  42714 3631 Pages:848-864

• Convergence of the Weighted Nonlocal Laplacian on Random Point Cloud

  Zuoqiang Shi, Bao Wang

  • Preview
  • Requires Subscription Full PDF

  39043 3520 Pages:865-879

• Achieving Adversarial Robustness Requires an Active Teacher

  Chao Ma, Lexing Ying

  • Preview
  • Requires Subscription Full PDF

  40842 3644 Pages:880-896

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

  Fran\u00e7ois Golse, Shi Jin, Thierry Paul

  • Preview
  • Requires Subscription Full PDF

  39766 3846 Pages:897-922