Concepedia
Statistics
Publications
22
Citations
697
H-Index
17
Active since
2013
Affiliations
Shanghai Jiao Tong University(Current)
Peking University
Southern University of Science and Technology
Institute of Natural Science
Shanghai Center for Brain Science and Brain-Inspired Technology
Zhi‐Qin John Xu is an author at Shanghai Jiao Tong University specializing in neural networks, deep learning, and machine learning.
Publications per year
2013–2025
A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics
Tianhan Zhang, Yuxiao Yi, Yifan Xu et al. · Combustion and Flame · 2022 · 81 citations
Engineering, Chemical Engineering, Computer Science +16
DeepFlame: A deep learning empowered open-source platform for reacting flow simulations
Runze Mao, Minqi Lin, Yan Zhang et al. · Computer Physics Communications · 2023 · 60 citations · Full text
Engineering, Chemical Engineering, Computational Engineering +13
Training behavior of deep neural network in frequency domain
Zhi‐Qin John Xu, Yaoyu Zhang, Yanyang Xiao · arXiv (Cornell University) · 2018 · 49 citations · Full text
Computing, Computer Science, Artificial Intelligence +13
Implicit Regularization of Dropout
Zhongwang Zhang, Zhi‐Qin John Xu · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 47 citations
Computing, Computer Science, Artificial Intelligence +12
Overview Frequency Principle/Spectral Bias in Deep Learning
Zhi‐Qin John Xu, Yaoyu Zhang, Tao Luo · Communications on Applied Mathematics and Computation · 2024 · 46 citations
Computing, Computer Science, Machine Learning +7
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