- B.S. in Chemistry, East China Normal University, Sep 2015 - Jul 2019
- PhD in Chemistry, Rutgers University, Aug 2019 - Present
- Research Volunteer, East China Normal University, $150/month, Sep 2017 - Jul 2019
- Undergraduate Internship Course for 6 Credits, Shanghai Qiaokun Chemical Technology Co., LTD, $340/month, Sep 2018 - Nov 2018
- Summer Research Internship, Beijing Institute of Big Data Research, $1000/month, Jun 2019 - Jul 2019
- Remained Fellow, Rutgers University, $3000/month, Sep 2019 - Aug 2020
- Graduate Assistant, Rutgers University, $3000/month, Aug 2020 - Present
Develop deep learning potentials for simulations of different applications, including combustion of hydrocarbon fuels, RNA catalysis reactions, drug discovery, and precision medicine.
- Liqun Cao, Jinzhe Zeng, Mingyuan Xu, Chih-Hao Chin, Tong Zhu*, John ZH Zhang*, Fragment-based Ab Initio Molecular Dynamics Simulation for Combustion, Molecules, 2021, 26 (11), 3120, DOI: 10.3390/molecules26113120.
- Jinzhe Zeng, Timothy J. Giese, ̧Sölen Ekesan, Darrin M. York*, Development of Range-Corrected Deep Learning Potentials for Fast, Accurate Quantum Mechanical/molecular Mechanical Simulations of Chemical Reactions in Solution, ChemRxiv Preprint, 2021, DOI: 10.26434/chemrxiv.14120447.
- Jinzhe Zeng, Linfeng Zhang*, Han Wang*, Tong Zhu*, Exploring the Chemical Space of Linear Alkanes Pyrolysis via Deep Potential GENerator, Energy & Fuels, 2021, 35 (1), 762-769, DOI: 10.1021/acs.energyfuels.0c03211.
- Jinzhe Zeng, Liqun Cao, Mingyuan Xu, Tong Zhu*, John Z. H. Zhang*, Complex reaction processes in combustion unraveled by neural network-based molecular dynamics simulation, Nature Communications, 2020, 11, 5713, DOI: 10.1038/s41467-020-19497-z.
- Yuzhi Zhang, Haidi Wang, Weijie Chen, Jinzhe Zeng, Linfeng Zhang*, Han Wang*, Weinan E*, DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models, Comput. Phys. Commun, 2020, 253, 107206, DOI: 10.1016/j.cpc.2020.107206.
- Jinzhe Zeng, Liqun Cao, Chih-Hao Chin*, Haisheng Ren, John Z. H. Zhang*, Tong Zhu*, ReacNetGenerator: an automatic reaction network generator for reactive molecular dynamics simulations, Phys. Chem. Chem. Phys., 2020, 22 (2), 683–691, DOI: 10.1039/C9CP05091D.
- Shuaizhen Tian, Jinzhe Zeng, Xiao Liu*, Jianzhong Chen, John ZH Zhang, Tong Zhu*, Understanding the selectivity of inhibitors toward PI4KIIIα and PI4KIIIβ based molecular modeling, Physical Chemistry Chemical Physics, 2019, 21 (39), 22103-22112, DOI: 10.1039/C9CP03598B.
- Xin-Yue Han, Zi-Han Chen, Jin-Zhe Zeng, Qian-Xi Fan, Zheng-Qi Fang, Guoyue Shi, Min Zhang*, Inorganic-Organic Hybrid Tongue-Mimic for Time-Resolved Luminescent Noninvasive Pattern and Chiral Recognition of Thiols in Biofluids toward Healthcare Monitoring, ACS Applied Materials & Interfaces, 2018, 10 (37), 31725-31734, DOI: 10.1021/acsami.8b13498.