新材料,新能源,精细化工

以数据驱动的手段改进新能源材料的表征、分析与性能评价环节，结合优化算法提高用于电池、催化等新能源领域的材料开发效率。

(1) Zhu Shan; Li Jiajun; Deng Xiaoyang; He Chunnian; Liu Enzuo; He Fang#; Shi Chunsheng; Zhao Naiqin#; Ultrathin-Nanosheet-Induced Synthesis of 3D Transition Metal Oxides Networks for Lithium Ion Battery Anodes, Advanced Functional Materials, 2017, 27(9): 1605017
(2) Zhu Shan; He Chunnian; Zhao Naiqin; Sha Junwei#; Data-driven analysis on thermal effects and temperature changes of lithium-ion battery, Journal of Power Sources, 2021, 482: 228983
(3) Zhu Shan; Jiang Kezhu; Chen Biao#; Zheng Shijian#; Data-Driven Design of Electrocatalysts:Principle, Progress, and Perspective, Journal of Materials Chemistry A, 2023, 11: 3849-3870
(4) Chen Bochao; Ding Jiawei; Bai Xiangren; Zhang Hanwen; Liang Ming; Zhu Shan#; Shi Chunsheng; Ma Liying; Liu Enzuo; Zhao Naiqin; He Fang; Zhou Wei#; He Chunnian#; Engineering Pocket-Like Graphene-Shell Encapsulated FeS2: Inhibiting Polysulfides Shuttle Effect in Potassium-Ion Batteries, Advanced Functional Materials, 2022, 32(14): 2109899
(5) Wang Yuxuan; Sha Junwei; Zhu Shan#; Ma Liying; He Chunnian; Zhong Cheng; Hu Wenbin; Zhao Naiqin#; Data-driven design of carbon-based materials for high-performance flexible energy storage devices, Journal of Power Sources, 2023, 556: 232522

（1）国家自然科学基金青年项目,机器学习设计纳米三元合金电解水催化剂及其可控制备, 2022-2024，在研, 主持
（2）河北省自然科学基金青年项目，数据驱动双金属氧化物大电流析氧催化剂研究，2022-2024，在研，主持
（3）中国博士后科学基金面上资助,碳层限域制备金属亚纳米团簇及其电催化性能研究, 2020-2022,结题,主持