A Local Deep Learning Method for Solving High Order Partial Differential Equations. - Quanhui Zhu; Jiang Yang (CoRR, 2021)

Effective Rank and the Staircase Phenomenon: New Insights into Neural Network Training Dynamics. - Yang Jiang; Yuxiang Zhao; Quanhui Zhu (CoRR, 2024)

A Priori Error Estimate of Deep Mixed Residual Method for Elliptic PDEs. - Lingfeng Li; Xue-Cheng Tai; Jiang Yang; Quanhui Zhu (J. Sci. Comput., 2024)

Structured First-Layer Initialization Pre-Training Techniques to Accelerate Training Process Based on ϵ-Rank. - Tao Tang; Jiang Yang; Yuxiang Zhao; Quanhui Zhu (CoRR, 2025)