Zheng Ma Zheng

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Publications

Citations

516

H-Index

Active since

2020

Affiliations

Shanghai Jiao Tong University(Current)

Zheng Ma Zheng is an author at Shanghai Jiao Tong University specializing in deep learning, engineering, and neural networks (computational neuroscience).

Top concepts

EngineeringData ScienceDeep LearningSocial SciencesComputer ScienceMachine LearningMultiscale ModelingDeep Neural NetworksArtificial IntelligenceComputational Neuroscience

Publications per year

2020–2024

Publications

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

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

Artificial Intelligence, Convolutional Neural Network, Engineering +16

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

Asymptotic-Preserving Neural Networks for Multiscale Kinetic Equations

Shi Jin, Zheng Ma Zheng, Keke Wu · Communications in Computational Physics · 2024 · 13 citations

Asymptotic-preserving Neural Networks, Kinetics (Physics), Multiscale Analysis +1

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