Jinzhe Zeng's Blog

苟利国家生死以,岂因祸福避趋之

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Jinzhe Zeng

Education

  • 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
  • Zeng, Jinzhe; Cao, Liqun; Chin, Chih-Hao*; Ren, Haisheng*; Zhang, John ZH; Zhu, Tong*, ReacNetGenerator: an automatic reaction network generator for reactive molecular dynamics simulations, Phys. Chem. Chem. Phys., 2020, 22 (2), 683–691, DOI: 10.1039/C9CP05091D
  • Tian, Shuaizhen; Zeng, Jinzhe; Liu, Xiao*; Chen, Jianzhong; Zhang, John ZH; Zhu, Tong*, Understanding the selectivity of inhibitors toward PI4KIIIα and PI4KIIIβ based molecular modeling, Phys. Chem. Chem. Phys., 2019 21 (39), 22103–22112, DOI: 10.1039/C9CP03598B
  • Han, Xin-Yue; Chen, Zi-Han; Zeng, Jin-Zhe; Fan, Qian-Xi; Fang, Zheng-Qi; Shi, Guoyue*; Zhang, Min*, 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