曾晋哲

教育经历

• 2015年9月-2019年7月：华东师范大学，化学学士
• 2019年8月至今：罗格斯大学，化学博士

工作经历

• 2017年9月-2019年7月：华东师范大学，带薪科研志愿者
• 2018年9月-2018年11月：上海巧坤化工科技有限公司，6学分本科课程实习
• 2019年6月-2019年7月：北京大数据研究院，暑期科研实习
• 2019年9月-2020年8月：罗格斯大学，Fellow
• 2020年8月至今：罗格斯大学，Graduate Assisant

研究

• 基于深度学习的碳氢燃料燃烧机理研究
• 基于深度学习的生物化学反应模拟及药物发现

发表文章

• Zeng, Jinzhe; Zhang, Linfeng*; Wang, Han*; Zhu, Tong*, Exploring the Chemical Space of Linear Alkanes Pyrolysis via Deep Potential GENerator, Energy & Fuels, 2020, DOI: 10.1021/acs.energyfuels.0c03211
• Zeng, Jinzhe; Cao, Liqun; Xu, Mingyuan; Zhu, Tong*; Zhang, John ZH*, 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
• 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, 253, 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; 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