Butterfly-Net2: Simplified Butterfly-Net and Fourier Transform Initialization. - Zhongshu Xu; Yingzhou Li; Xiuyuan Cheng (MSML, 2020)

Modeling Unknown Stochastic Dynamical System via Autoencoder. - Zhongshu Xu; Yuan Chen; Qifan Chen; Dongbin Xiu (CoRR, 2023)

DNN modeling of partial differential equations with incomplete data. - Victor Churchill; Yuan Chen; Zhongshu Xu; Dongbin Xiu (J. Comput. Phys., 2023)

Chebyshev Feature Neural Network for Accurate Function Approximation. - Zhongshu Xu; Yuan Chen; Dongbin Xiu (CoRR, 2024)