B.S. in Chemistry, East China Normal University, Sep 2015 - Jul 2019
PhD in Chemistry, Rutgers University, Aug 2019 - Now
Work Experience
Paid Research Volunteer, East China Normal University, Sep 2017 - Jul 2019
Undergraduate Internship Course for 6 Credits, Shanghai Qiaokun Chemical Technology Co., LTD, Sep 2018 - Nov 2018
Summer Research Internship, Beijing Institute of Big Data Research, Jun 2019 - Jul 2019
Fellow, Rutgers University, Sep 2019 - Aug 2020
Graduate Assistant, Rutgers University, Aug 2020 - Now
Research
Combustion Mechanisms of Hydrocarbon Fuel Based on Deep Learning
ML-Potential for Simulations of Biochemical Reactions and Drug Discovery
Publications
Zeng, Jinzhe; Zhang, Linfeng*; Wang, Han*; Zhu, Tong*, Explore the Chemical Space of Linear Alkanes Pyrolysis via Deep Potential Generator, ChemRxiv, 2020-09-10, DOI: 10.26434/chemrxiv.12935261
Zhang, Yuzhi; Wang, Haidi; Chen, Weijie; Zeng, Jinzhe; Zhang, Linfeng*; Wang, Han*; E, Weinan*, DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models, Comput. Phys. Commun, 2020, 107206, DOI: 10.1016/j.cpc.2020.107206
Cao, Liqun; Zeng, Jinzhe; Xu, Mingyuan; Chin, Chih-Hao; Zhu, Tong*; Zhang, John ZH*, Combustion Driven by Fragment-based Ab Initio Molecular Dynamics Simulation, ChemRxiv. Preprint, 2019-12-31, DOI: 10.26434/chemrxiv.11462160
Zeng, Jinzhe; Cao, Liqun; Xu, Mingyuan; Zhu, Tong*; Zhang, John ZH*, Neural Network Based in Silico Simulation of Combustion Reactions, arXiv:1911.12252, 2019-11-27