East China Normal University
Research Volunteer (Sep 2017 - Jul 2019)
Shanghai Qiaokun Chemical Technology Co., LTD
Undergraduate Internship Course for 6 Credits (Sep 2018 - Nov 2018)
Beijing Institute of Big Data Research
Summer Research Internship (Jun 2019 - Jul 2019)
Remained Fellow (Sep 2019 - Aug 2020)
Graduate Assistant (Aug 2020 - )
Develop deep learning potentials for simulations of different applications, including combustion of hydrocarbon fuels, RNA catalysis reactions, drug discovery, and precision medicine.
Fragment-based Ab Initio Molecular Dynamics Simulation for Combustion
Liqun Cao, Jinzhe Zeng, Mingyuan Xu, Chih-Hao Chin, Tong Zhu, John ZH Zhang
Molecules, 2021, 26 (11), 3120.
Development of Range-Corrected Deep Learning Potentials for Fast, Accurate Quantum Mechanical/molecular Mechanical Simulations of Chemical Reactions in Solution
Jinzhe Zeng, Timothy J. Giese, ̧Sölen Ekesan, Darrin M. York
Exploring the Chemical Space of Linear Alkane Pyrolysis via Deep Potential GENerator
Jinzhe Zeng, Linfeng Zhang, Han Wang, Tong Zhu
Energy & Fuels, 2021, 35 (1), 762–769.
Complex reaction processes in combustion unraveled by neural network-based molecular dynamics simulation
Jinzhe Zeng, Liqun Cao, Mingyuan Xu, Tong Zhu, John Z. H. Zhang
Nature Communications, 2020, 11, 5713.
DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models
Yuzhi Zhang, Haidi Wang, Weijie Chen, Jinzhe Zeng, Linfeng Zhang, Han Wang, Weinan E
Computer Physics Communnications, 2020, 253, 107206.
ReacNetGenerator: an automatic reaction network generator for reactive molecular dynamics simulations
Jinzhe Zeng, Liqun Cao, Chih-Hao Chin, Haisheng Ren, John Z. H. Zhang, Tong Zhu
Physical Chemistry Chemical Physics, 2020, 22 (2), 683–691.
Understanding the selectivity of inhibitors toward PI4KIII$\alpha$ and PI4KIII$\beta$ based molecular modeling
Shuaizhen Tian, Jinzhe Zeng, Xiao Liu, Jianzhong Chen, John ZH Zhang, Tong Zhu
Physical Chemistry Chemical Physics, 2019, 21 (39), 22103–22112.
Inorganic-Organic Hybrid Tongue-Mimic for Time-Resolved Luminescent Noninvasive Pattern and Chiral Recognition of Thiols in Biofluids toward Healthcare Monitoring
Xin-Yue Han, Zi-Han Chen, Jin-Zhe Zeng, Qian-Xi Fan, Zheng-Qi Fang, Guoyue Shi, Min Zhang
ACS Applied Materials & Interfaces, 2018, 10 (37), 31725–31734.