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Jinzhe Zeng

Education

  • B.S. in Chemistry, East China Normal University, 2015 - 2019
  • PhD in Chemistry, Rutgers University, 2019 - Now

Work Experience

  • Undergraduate Internship Course for 6 Credits, Shanghai Qiaokun Chemical Technology Co., LTD, Sep 2018 - Nov 2018
  • Summer Research Internship, Peking University, Jun 2019 - Jul 2019
  • Fellow, Rutgers University, Sep 2019 - Now

Research

  • Combustion Mechanisms of Hydrocarbon Fuel Based on Deep Learning
  • ML-Potential for Simulations of Drug Discovery

Publications

  • Cao, L; Zeng, J; Xu, M; Chin, CH; Zhu, T*; Zhang, J ZH*, Combustion Driven by Fragment-based Ab Initio Molecular Dynamics Simulation, ChemRxiv. Preprint, 2019-12-31, DOI: 10.26434/chemrxiv.11462160
  • Zeng, J; Cao, L; Xu, M; Zhu, T*; Zhang, J ZH*, Neural Network Based in Silico Simulation of Combustion Reactions, arXiv:1911.12252, 2019-11-27
  • Zeng, J; Cao, L; Chin, CH*; Ren, H*; Zhang, J ZH; Zhu, T*, ReacNetGenerator: an automatic reaction network generator for reactive molecular dynamics simulations, Phys. Chem. Chem. Phys., 2020, 22 (2), 683–691, DOI: 10.1039/C9CP05091D
  • Zhang, Y; Wang, H; Chen, W; Zeng, J; Zhang, L*; Wang, H*; E, W*, DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models, arXiv:1910.12690, 2019-10-28
  • Tian, S; Zeng, J; Liu, X*; Chen, J; Zhang, J ZH; Zhu, T*, 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, XY; Chen, ZH; Zeng, JZ; Fan, QX; Fang, ZQ; Shi, G*; Zhang, M*, 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