师资队伍

个人简介

郑家新，现任北京大学深圳研究生院新材料学院副院长、科学智能学院副院长，长聘副教授（课题组长）、博士生导师，深圳屹艮科技首席科学家。主要从事AI驱动的跨尺度模拟与材料设计、新能源电池材料模拟与设计。至今在Nature/Nature Energy/Nature Commun.、Nat. Sci. Rev.、 Chem、Acc. Chem. Res./J. Am. Chem. Soc./Nano Lett./J. Phys. Chem. Lett./ACS Energy Lett.、 PRX Energy/Phy. Rev. Mater.、Adv. Mater./Adv. Energy Mater./Adv. Sci./Small等学术期刊上发表SCI论文160余篇（第一作者或通讯作者超过70篇）。文章总引用14000余次（Google Scholar），H-index为59。主持国自然重点/重大项目课题/面上/青年、宁德时代横向课题等，参与国家重点研发计划3项。获得深圳市自然科学一等奖，深圳市青年科技奖、广东省特支青年拔尖人才。2021-2024年连续入选斯坦福发布的全球前2%顶尖科学家单榜（World’s Top 2% Scientists）。

研究方向、领域

1. AI驱动的锂电池跨尺度模拟与关键材料设计

2. 电池设计自动化软件（BDA）研发;

3. 材料计算模拟方法发展；

4. 半导体物理性质、微纳电子器件的仿真与设计。

代表性学术成果/论文

• Xian-Qi Xu#, Jun-Yan Chen#, Yao Jiang#, Bo Xu, Xinlu Li*, Chu-Ying Ouyang*, andJiaxin Zheng*, Origins of high air sensitivity and treatment strategies in O3-type NaMn1/3Fe1/3Ni1/3O2,J. Am. Chem. Soc.2024,146, 32, 22374–22386.

• Yining Jia#, Xiaohui Hou#, Kun Li#, Linyu Wang, Meng Zhang, Zikun Li, Xianqi Xu*andJiaxin Zheng*, Unraveling the oxygen evolution in layered LiNiO2with the role of Li/Ni disordering,Energy Storage Mater.2024, 71, 103632.

• Jiahua Liu, Weicheng Lin, Zhu Wang, Ying Wang, Taowen Chen, andJiaxin Zheng*, Elastic Mechanics Study of Layered Li(NixMnyCoz)O2,PRX Energy2024, 3, 013012.

• Yining Jia#, Ruiqi Zhang#, Chi Fang andJiaxin Zheng*, Interpretable Machine Learning to Accelerate the Analysis of Doping Effect on Li/Ni Exchange in Ni-rich Layered Oxide Cathodes,J. Phys. Chem. Lett.2024, 15, 1765-1773. (Front Cover)

• Na Yang, Xianqi Xu,∗andJiaxin Zheng*,Independent regulation on lithium-ion conductivity of LiF using elemental doping based on high throughput and first-principles calculations,Phys. Rev. Mater.2024, 8, 01540.

• Ruiqi Zhang, Fangchao Rong, Genming Lai, Guangyin Wu, Yaokun Ye*,Jiaxin Zheng*, Machine learning descriptors for crystal materials: applications in Ni-rich layered cathode and lithium anode materials for high-energy-density lithium batteries,J Mater. Inf.2024, 4, 17.

• Junyu JIAO, Quanquan ZHANG, Ningbo CHEN, Jiyu WANG, Qiudi LU, Haohao DING, Peng PENG, Xiaohe SONG, Fan ZHANG,Jiaxin ZHENG*, Development and applications of an intelligent big data analysis platform for batteries,Energy Storage Science and Technology(储能科学与技术) 2024, 13, 3198.

• Ke Yang, Jiabin Ma, Yuhang Li, Jun-Yu Jiao, Shizhe Jiao, Xufei An, Gui-Ming Zhong, Likun Chen, Yuyuan Jiang, Yang Liu, Danfeng Zhang, Jinshuo Mi, Jie Biao, Boyu Li, Xing Cheng, Shaoke Guo, Yuetao Ma, Wei Hu, Shichao Wu,JiaxinZheng,Ming Liu*, Yan-Bing He*, and Feiyu Kang*, Weak-Interaction Environment in Composite Electrolyte Enabling Ultra-Long Cycling High-Voltage Solid-State Lithium Batteries,J. Am. Chem. Soc.2024, 146, 11371–11381.