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Z

Zhi X. Chen

Beihang University

21H-index
95Paper Count
1.5KCitation Count
Published Papers 38
Publication Date
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Performance comparison of machine learning and GPU accelerated solvers in high-fidelity simulation of Cambridge stratified flames
errFuel
IF7.5
err2026-04-25
err0
PREAI
errMin Zhang; Guanlin Dang; Runze Mao; Yuqing Cai; Ruixing Yang; Han Li; Zhi X. Chen
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Effects of global equivalence ratio and inlet turbulence intensity on preferential transport in turbulent bluff-body-stabilized premixed ammonia/hydrogen/nitrogen flame
errCombustion and Flame
IF6.2
err2026-02-28
err0
PREAI
errMin Zhang; Qiuli Chen; Yuqiang Li; Robert S. Barlow; Zhi X. Chen
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Generalizable deep learning for sub-filter PDF of thermo-diffusively unstable lean hydrogen flames at varying Ka numbers
errCombustion and Flame
IF6.2
err2026-02-12
err0
PREAI
errYifan Xu; Runze Mao; Zhi X. Chen; Lukas Berger; Michael Gauding; Heinz Pitsch
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Spatially explicit deterministic forcing scheme for forced homogeneous isotropic turbulence
errJournal of Turbulence
IF1.6
err2026-01-01
err0
PREAI
errFang, Jian; Fang, Le; Xu, Yifan; Chen, Zhi X.
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Quasi-Direct Numerical Simulation of Turbulence-Flame Interactions in a High-Karlovitz-Number Ammonia Premixed Jet Flame
errEnergy and Fuels
IF5.3
err2025-12-01
err0
PREAI
errMao, Runze; Wu, Ziheng; An, Zhenhua; Zhang, Min; Li, Nuoji; Li, Han; Chen, Zhi X.
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A GPU-accelerated stiff ODE solver for combustion CFD with fully analytical chemical kinetics and heterogeneous CPU/GPU integration
errFuel
IF7.5
err2025-11-29
err0
PREAI
errYuqing Cai; Yangyang Ban; Guanlin Dang; Tao Gong; Hu Wang; Fan Zhang; Zhi X. Chen
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Asymmetric flame-vortex dynamics induced by self-excited transverse instability in a dual bluff-body spray burner
errProceedings of the Combustion Institute
IF5.2
err2025-11-04
err0
PREAI
errRunze Mao; Qizhe Wen; Ziheng Wu; Niewei Yang; Yucheng Tian; Min Zhang; Han Li; Qiang An; Lei Li; Zhi X. Chen
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Investigation of stabilization regimes and flame structure in bluff-body turbulent H2/N2 flames with machine-learning accelerated chemistry
errInternational Journal of Hydrogen Energy
IF8.3
err2025-10-22
err0
PREAI
errMin Zhang; Qiuli Chen; Yuqiang Li; Zhi X. Chen
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Lateral Collateral Ligament Partial Release Osteotomy Technique to Increase a Tight Lateral Knee Joint Space for Knee Arthroscopy
errARTHROSCOPY TECHNIQUES
IF1.1
err2025-10-01
err0
errOAAI
errWu, Chengjian; Wu, Zhengru; Chen, Zhi; Qin, Hao; Zhou, Aiguo; Lian, Chengjie; Zhang, Hua
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Large-eddy simulation of turbulent spray flames: Effects of scalar correlation and enthalpy reduction in flamelet modeling
errApplied Thermal Engineering
IF6.9
err2025-09-13
err0
PREAI
errDong Wang; Min Zhang; Yan Zhang; Ruixin Yang; Zhi X. Chen
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Adaptive latent disease state learning for multimodal Alzheimer’s disease biomarker detection with missing modalities
errPattern Recognition
IF7.6
err2025-08-30
err0
PREAI
errZhi Chen; Fengli Zhang; Yun Zhang; Jiajing Zhu; Qiaoqin Li; Yongguo Liu
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Clustering model for partially stirred reactor closures: Application to Cabra jet flames
errApplications in Energy and Combustion Science
IF6
err2025-07-19
err0
errOAAI
errMin Zhang; Han Li; Salvatore Iavarone; Arthur Péquin; Alessandro Parente; Robert S. Barlow; Zhi X. Chen
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errSave
DeepFlame 2.0: A new version for fully GPU-native machine learning accelerated reacting flow simulations under low-Mach conditions
errCOMPUTER PHYSICS COMMUNICATIONS
IF3.4
err2025-07-01
err0
PREAI
errMao, Runze; Dong, Xinyu; Bai, Xuan; Wu, Ziheng; Dang, Guanlin; Li, Han; Chen, Zhi X.
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Flame stability and emission characteristics of oxygen-enriched ammonia combustion in a swirl combustor
errENERGY
IF9.4
err2025-06-01
err0
PREAI
errAn, Zhenhua; Wang, Ruixiang; Mao, Runze; Xing, Jiangkuan; Zhang, Meng; Chen, Zhi X.; Kurose, Ryoichi
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Efficient machine learning method for supercritical combustion: Predicting real-fluid properties and chemical ODEs
errAEROSPACE SCIENCE AND TECHNOLOGY
IF5.8
err2025-04-01
err0
PREAI
errCai, Yuqing; Yang, Ruixin; Li, Han; Xu, Jiayang; Xiao, Ke; Chen, Zhi X.; Wang, Hu
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Integration of intratumoral and peritumoral CT radiomic features with machine learning algorithms for predicting induction therapy response in locally advanced non-small cell lung cancer
errBMC CANCER
IF3.4
err2025-03-13
err0
errOAAI
errCai, Fanghao; Guo, Zhengjun; Wang, Guoyu; Luo, Fuping; Yang, Yang; Lv, Min; He, Jimin; Xiu, Zhigang; Tang, Dan; Bao, Xiaohui; Zhang, Xiaoyue; Yang, Zhenzhou; Chen, Zhi
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Extended Fourier Neural Operators to learn stiff chemical kinetics under unseen conditions
errCOMBUSTION AND FLAME
IF6.2
err2025-02-01
err0
PREAI
errWeng, Yuting; Li, Han; Zhang, Hao; Chen, Zhi X.; Zhou, Dezhi
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Comprehensive deep learning for combustion chemistry integration: Multi-fuel generalization and a posteriori validation in reacting flow
errPHYSICS OF FLUIDS
IF4.3
err2025-01-07
err0
PREAI
errLi, Han; Yang, Ruixin; Xu, Yangchen; Zhang, Min; Mao, Runze; Chen, Zhi X.
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Latent space-based machine learning prediction of coupled flame-flow fields in a hydrogen-enriched syngas combustor
errINTERNATIONAL JOURNAL OF HYDROGEN ENERGY
IF8.3
err2024-12-01
err0
PREAI
errYang, Yi; Zhang, Junhua; Chen, Zhi X.; Guan, Yu; An, Qiang
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Graphics processing unit/artificial neural network-accelerated large-eddy simulation of swirling premixed flames
errPHYSICS OF FLUIDS
IF4.3
err2024-05-17
err4
PREAI
errZhang, Min; Mao, Runze; Li, Han; An, Zhenhua; Chen, Zhi X.
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Research Directions

No research directions
Co-authors
Cooperation Journals
E
E Weinan
H-index: 95 · Papers: 579
W
Wolfgang Meier
H-index: 58 · Papers: 426
A
Andreas Dreizler
H-index: 57 · Papers: 547
骆昆 cover
骆昆 (Kun Luo)
H-index: 54 · Papers: 731
R
Robert S. Barlow
H-index: 52 · Papers: 227
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