Concepedia

Zhi-Qin John Xu Zhi-Qin John Xu

ZJ

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Publications

4

Citations

659

H-Index

4

Active since

2020

Affiliations

Shanghai Jiao Tong University(Current)

Zhi-Qin John Xu Zhi-Qin John Xu is an author at Shanghai Jiao Tong University specializing in social sciences, deep learning, and neural networks (computational neuroscience).

Top concepts

Publications per year

2020–2022

4

Publications

4

Frequency Principle: Fourier Analysis Sheds Light on Deep Neural Networks

Zhi-Qin John Xu Zhi-Qin John Xu, Yaoyu Zhang Yaoyu Zhang, T. Luo et al. · Communications in Computational Physics · 2020 · 445 citations · Full text

Multi-Scale Deep Neural Network (MscaleDNN) for Solving Poisson-Boltzmann Equation in Complex Domains

Ziqi Liu, Wei Cai, Zhi-Qin John Xu Zhi-Qin John Xu · Communications in Computational Physics · 2020 · 156 citations · Full text

Theory of the Frequency Principle for General Deep Neural Networks

T. Luo, Zheng Ma Zheng, Zhi-Qin John Xu Zhi-Qin John Xu et al. · CSIAM Transactions on Applied Mathematics · 2021 · 35 citations · Full text

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MOD-Net: A Machine Learning Approach via Model-Operator-Data Network for Solving PDEs

Lulu Zhang Lulu Zhang, T. Luo, Yaoyu Zhang Yaoyu Zhang et al. · Communications in Computational Physics · 2022 · 23 citations · Full text

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