Search Results

• DeePN$^2$: A Deep Learning-Based Non-Newtonian Hydrodynamic Model

  Lidong Fang, Pei Ge, Lei Zhang, Weinan E, Huan Lei

  2024-03-21

  81644 5539 Pages:114-140 Open-access

• Enhancing Accuracy in Deep Learning Using Random Matrix Theory

  Leonid Berlyand, Etienne Sandier, Yitzchak Shmalo, Lei Zhang

  2024-11-07

  18826 2352 Pages:347-412 Open-access

• Embedding Inequalities for Barron-Type Spaces

  Lei Wu

  2023-12-28

  26050 2885 Pages:259-270 Open-access

• Beyond the Quadratic Approximation: The Multiscale Structure of Neural Network Loss Landscapes

  Chao Ma, Daniel Kunin, Lei Wu, Lexing Ying

  2022-09-22

  39259 4444 Pages:247-267 Open-access

• Ab-Initio Study of Interacting Fermions at Finite Temperature with Neural Canonical Transformation

  Hao Xie, Linfeng Zhang, Lei Wang

  2024-03-21

  81255 4571 Pages:38-59 Open-access