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张

张天汉 (Tianhan Zhang)

Beihang University

14H-index
48Paper Count
596Citation Count
Published Papers 19
Publication Date
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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
errShare
errSave
Fire: an open-source adaptive mesh refinement solver for supersonic reacting flows
errComputer Physics Communications
IF3.4
err2025-10-01
err0
PREAI
errE. Fan; Tianhan Zhang; Jiaao Hao; Chih-Yung Wen; Lisong Shi
errShare
errSave
Propagation of ultra-lean hydrogen/air flames in a Hele-Shaw cell
errCombustion and Flame
IF6.2
err2025-08-31
err0
PREAI
errLinlin Yang; Yan Wang; Tianhan Zhang; Xiaolong Gou; Wenjun Kong; Zheng Chen
errShare
errSave
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
errShare
errSave
Non-linear evolution and acceleration of unstable fuel-lean hydrogen/air flame at ambient and cryogenic temperatures
errCombustion and Flame
IF6.2
err2025-08-01
err0
PREAI
errLinlin Yang; Tianhan Zhang; Yiqing Wang; Xiaohang Fang; Felix Leach; Zheng Chen
errShare
errSave
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
errShare
errSave
Numerical investigation on flame dynamic and regime transitions during shock-cool flame interaction
errCOMBUSTION AND FLAME
IF6.2
err2025-03-01
err0
PREAI
errFan, E.; Wang, Weizong; Zhang, Tianhan
errShare
errSave
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
errShare
errSave
ChemFREE: a one-stop comprehensive platform for ecological and environmental risk evaluation of chemicals in one health world
errNUCLEIC ACIDS RESEARCH
IF13.1
err2024-06-04
err0
errOAAI
errChen, Dongyu; Liu, Yingwei; Liu, Yang; Zhao, Kejun; Zhang, Tianhan; Gao, Yangyang; Wang, Qi; Song, Baoan; Hao, Gefei
errShare
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
errShare
errSave
Numerical study on forced ignition and flame propagation in a counterflow of nitrogen-diluted hydrogen versus air
errFUEL
IF7.5
err2024-02-01
err2
PREAI
errXie, Shumeng; Chen, Xinyi; Wang, Yiqing; Zhang, Tianhan; Chen, Zheng
errShare
errSave
Numerical studies on the ignition and propagation for spherically expanding premixed cool flames under gravitational conditions
errCOMBUSTION AND FLAME
IF6.2
err2024-01-01
err5
PREAI
errWang, Yiqing; Guan, Xuefeng; Xie, Shumeng; Zhou, Mengni; Zhang, Zunhua; Chen, Zheng; Zhang, Tianhan
errShare
errSave
PlantPAD: a platform for large-scale image phenomics analysis of disease in plant science
errNUCLEIC ACIDS RESEARCH
IF13.1
err2023-10-28
err8
errOAAI
errDong, Xinyu; Zhao, Kejun; Wang, Qi; Wu, Xingcai; Huang, Yuanqin; Wu, Xue; Zhang, Tianhan; Dong, Yawen; Gao, Yangyang; Chen, Panfeng; Liu, Yingwei; Chen, Dongyu; Wang, Shuang; Yang, Xiaoyan; Yang, Jing; Wang, Yong; Gao, Zhenran; Wu, Xian; Bai, Qingrong; Li, Shaobo; Hao, Gefei
errShare
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.
errShare
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
errShare
errSave
Modeling of the effects of non-equilibrium excitation and electrode geometry on H2/air ignition in a nanosecond plasma discharge
errCOMBUSTION AND FLAME
IF6.2
err2022-06-01
err40
errOAAI
errMao, Xingqian; Zhong, Hongtao; Zhang, Tianhan; Starikovskiy, Andrey; Ju, Yiguang
errShare
errSave
Studies of multi-channel spark ignition of lean n-pentane/air mixtures in a spherical chamber
errCOMBUSTION AND FLAME
IF6.2
err2020-02-01
err35
errOAAI
errZhao, Hao; Zhao, Ningbo; Zhang, Tianhan; Wu, Shuqun; Ma, Guoming; Yan, Chao; Ju, Yiguang
errShare
errSave
Structures and propagation speeds of autoignition-assisted premixed n-heptane/air cool and warm flames at elevated temperatures and pressures
errCOMBUSTION AND FLAME
IF6.2
err2020-01-01
err36
errOAAI
errZhang, Tianhan; Ju, Yiguang
errShare
errSave
Effects of low-temperature chemistry and turbulent transport on knocking formation for stratified dimethyl ether/air mixtures
errCOMBUSTION AND FLAME
IF6.2
err2019-02-01
err42
errOAAI
errZhang, Tianhan; Sun, Weiqi; Wang, Liang; Ju, Yiguang
errShare
errSave

Research Directions

科学智能计算流体力学火焰动力学化学动力学高性能计算
Co-authors
Cooperation Journals
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王
王志伟 (Zhiwei Wang)
H-index: 89 · Papers: 988
Y
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H-index: 84 · Papers: 634
宋
宋宝安 (Baoan Song)
H-index: 73 · Papers: 518
王
王勇 (Yong Wang)
H-index: 61 · Papers: 675
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