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Zhi‐Qin John Xu

shanghai jiao tong university

16H-index
108Paper Count
1.0KCitation Count
Published Papers 14
Publication Date
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Velocity measurement from schlieren images of subsonic flows using a wavelet-based optical flow algorithm
errScience China Technological Sciences
IF4.9
err2026-01-28
err0
PREAI
errXin Wen; Bozhen Lai; Hezhou Li; Zhi-Qin John Xu; Benlong Wang; Weiwei Cai; Di Peng; Yingzheng Liu
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Complexity Control Facilitates Reasoning-Based Compositional Generalization in Transformers
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-12-19
err0
PREAI
errZhongwang Zhang; Pengxiao Lin; Zhiwei Wang; Yaoyu Zhang; Zhi-Qin John Xu
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DeePMO: An iterative deep learning framework for high-dimensional kinetic parameter optimization
errApplications in Energy and Combustion Science
IF6
err2025-10-08
err0
errOAAI
errPengxiao Lin; Yuntian Zhou; Zhiwei Wang; Weizong Wang; Zheng Chen; Zhi-Qin John Xu; Tianhan Zhang
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Solving multiscale dynamical systems by deep learning
errComputer Physics Communications
IF3.4
err2025-08-07
err0
PREAI
errJunjie Yao; Yuxiao Yi; Liangkai Hang; Weinan E; Weizong Wang; Yaoyu Zhang; Tianhan Zhang; Zhi-Qin John Xu
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Modeling combustion chemistry of China aviation kerosene (RP-3) through the HyChem approach
errCombustion and Flame
IF6.2
err2025-07-18
err0
PREAI
errYecheng Song; Wei Shen; Shijie Bai; Shilong Li; Xingyu Liang; Jiankun Shao; Zechang Liu; Guangyuan Feng; Chengyuan Zhao; Xu He; Yang Li; Jinhu Liang; Xuefeng Guan; Tianhan Zhang; Zhiwei Wang; Zhi-Qin John Xu; Dongping Chen; Kun Wang
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errSave
On understanding and overcoming spectral biases of deep neural network learning methods for solving PDEs
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-06-01
err0
PREAI
errXu, Zhi-Qin John; Zhang, Lulu; Cai, Wei
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Enforcing physical conservation in neural network surrogate models for complex chemical kinetics
errCOMBUSTION AND FLAME
IF6.2
err2025-05-01
err0
PREAI
errWang, Tinghao; Yi, Yuxiao; Yao, Junjie; Xu, Zhi-Qin John; Zhang, Tianhan; Chen, Zheng
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Analysis of high subsonic sweeping jet external flow characteristics and velocity using schlieren visualization and schlieren image velocimetry method
errEXPERIMENTAL THERMAL AND FLUID SCIENCE
IF3.3
err2025-04-01
err1
PREAI
errLai, Bozhen; Li, Hezhou; Wang, Shiqi; Xu, Zhi-Qin John; Song, Jinsheng; Liu, Yingzheng; Wen, Xin
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Input gradient annealing neural network for solving Fokker-Planck equations with low temperature
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-03-01
err0
PREAI
errHang, Liangkai; Hu, Dan; Xu, Zhi-Qin John
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Artificial neural network aided unstable combustion state prediction and dominant chemical kinetic analysis
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2024-12-01
err0
PREAI
errWang, Yueqiang; Liang, Shengyao; Xu, Zhi-Qin John; Zhang, Tianhan; Ji, Lin
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errSave
Deep mechanism reduction (DeePMR) method for fuel chemical kinetics
errCOMBUSTION AND FLAME
IF6.2
err2024-03-01
err4
PREAI
errWang, Zhiwei; Zhang, Yaoyu; Lin, Pengxiao; Zhao, Enhan; Weinan, E.; Zhang, Tianhan; Xu, Zhi-Qin John
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errSave
DeepFlame: A deep learning empowered open-source platform for reacting flow simulations
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2023-10-01
err10
errOAAI
errMao, Runze; Lin, Minqi; Zhang, Yan; Zhang, Tianhan; Xu, Zhi-Qin John; Chen, Zhi X.
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errSave
Subspace decomposition based DNN algorithm for elliptic type multi-scale PDEs
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-09-01
err15
errOAAI
errLi, Xi-An; Xu, Zhi-Qin John; Zhang, Lei
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errSave
A multi-scale sampling method for accurate and robust deep neural network to predict combustion chemical kinetics
errCOMBUSTION AND FLAME
IF6.2
err2022-11-01
err46
errOAAI
errZhang, Tianhan; Yi, Yuxiao; Xu, Yifan; Chen, Zhi X.; Zhang, Yaoyu; Weinan, E.; Xu, Zhi-Qin John
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Research Directions

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Co-authors
Cooperation Journals
张磊 cover
张磊 (Lei Zhang)
H-index: 145 · Papers: 1.7K
E
E Weinan
H-index: 95 · Papers: 579
王
王志伟 (Zhiwei Wang)
H-index: 89 · Papers: 988
Z
Zheng Chen
H-index: 51 · Papers: 309
X
Xian Li
H-index: 39 · Papers: 264
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