1 citations · 1 across the 1 of their papers we have counts for
3 papers
cs.SC2024
A Fast Algorithm for the Finite Expression Method in Learning Dynamics on Complex Networks
Zezheng Song, Chunmei Wang, Haizhao Yang
Complex network data is prevalent in various real-world domains, including physical, technological, and biological systems. Despite this prevalence, predicting trends and understan…
math.NA2023★ 1 cited
Pseudo-differential integral autoencoder network for inverse PDE operators
Ke Chen, Jasen Lai, Chunmei Wang
Partial differential equations (PDEs) play a foundational role in modeling physical phenomena. This study addresses the challenging task of determining variable coefficients within…
math.NA2023
Let data talk: data-regularized operator learning theory for inverse problems
Ke Chen, Chunmei Wang, Haizhao Yang
Regularization plays a pivotal role in integrating prior information into inverse problems. While many deep learning methods have been proposed to solve inverse problems, determini…