Chenguang Duan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Rademacher Complexity

Top Venues

J. Comput. Appl. Math.

Publications

Zhao Ding, Chenguang Duan, Yuling Jiao, Ruoxuan Li, Jerry Zhijian Yang, Pingwen Zhang
Characteristic Learning for Provable One Step Generation. CoRR (2024)
Zhao Ding, Chenguang Duan, Yuling Jiao, Jerry Zhijian Yang
Semi-Supervised Deep Sobolev Regression: Estimation, Variable Selection and Beyond. CoRR (2024)
Chenguang Duan, Junjun Huang, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
Current density impedance imaging with PINNs. J. Comput. Appl. Math. 452 (2024)
Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang, Cheng Yuan
Deep Neural Network Approximation of Composition Functions: with application to PINNs. CoRR (2023)
Chenguang Duan, Yuling Jiao, Lican Kang, Xiliang Lu, Jerry Zhijian Yang
Fast Excess Risk Rates via Offset Rademacher Complexity. ICML (2023)
Chenguang Duan, Yuling Jiao, Xiliang Lu, Jerry Zhijian Yang
Current density impedance imaging with PINNs. CoRR (2023)
Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Qimeng Quan, Jerry Zhijian Yang
Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions. CoRR (2021)
Chenguang Duan, Yuling Jiao, Yanming Lai, Xiliang Lu, Jerry Zhijian Yang
Convergence Rate Analysis for Deep Ritz Method. CoRR (2021)