Jinzhe Zeng

Education

East China Normal University

B.S. in Chemistry (Sep 2015 - Jul 2019)

Rutgers University

PhD in Chemistry (Aug 2019 - Present)

Work Experience

East China Normal University

Research Volunteer (Sep 2017 - Jul 2019)
$150/month

Shanghai Qiaokun Chemical Technology Co., LTD

Undergraduate Internship Course for 6 Credits (Sep 2018 - Nov 2018)
$340/month

Beijing Institute of Big Data Research

Summer Research Internship (Jun 2019 - Jul 2019)
$1000/month

Rutgers University

Remained Fellow (Sep 2019 - Aug 2020)
Graduate Assistant (Aug 2020 - )
$3000/month

Research

Develop deep learning potentials for simulations of different applications, including combustion of hydrocarbon fuels, RNA catalysis reactions, drug discovery, and precision medicine.

Publications

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.
DOI: 10.3390/molecules26113120

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
ChemRxiv, 2021.
DOI: 10.26434/chemrxiv.14120447

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.
DOI: 10.1021/acs.energyfuels.0c03211

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.
DOI: 10.1038/s41467-020-19497-z

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.
DOI: 10.1016/j.cpc.2020.107206

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.
DOI: 10.1039/C9CP05091D

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.
DOI: 10.1039/C9CP03598B

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.
DOI: 10.1021/acsami.8b13498