| What is the Real Origin of the Activity of Fe–N–C Electrocatalysts in the O2 Reduction Reaction? Critical Roles of Coordinating Pyrrolic N and Axially Adsorbing … X Hu, S Chen, L Chen, Y Tian, S Yao, Z Lu, X Zhang, Z Zhou Journal of the American Chemical Society 144 (39), 18144-18152, 2022 | 193 | 2022 |
| 2D materials bridging experiments and computations for electro/photocatalysis X Zhang, A Chen, L Chen, Z Zhou Advanced Energy Materials 12 (4), 2003841, 2022 | 193 | 2022 |
| A Machine Learning Model on Simple Features for CO2 Reduction Electrocatalysts A Chen, X Zhang, L Chen, S Yao, Z Zhou The journal of physical chemistry C 124 (41), 22471-22478, 2020 | 159 | 2020 |
| Targeted design of advanced electrocatalysts by machine learning L Chen, X Zhang, A Chen, S Yao, X Hu, Z Zhou Chinese Journal of Catalysis 43 (1), 11-32, 2022 | 74 | 2022 |
| Machine learning: a new paradigm in computational electrocatalysis X Zhang, Y Tian, L Chen, X Hu, Z Zhou The Journal of Physical Chemistry Letters 13 (34), 7920-7930, 2022 | 72 | 2022 |
| Understanding the role of axial O in CO 2 electroreduction on NiN 4 single-atom catalysts via simulations in realistic electrochemical environment X Hu, S Yao, L Chen, X Zhang, M Jiao, Z Lu, Z Zhou Journal of Materials Chemistry A 9 (41), 23515-23521, 2021 | 71 | 2021 |
| A universal machine learning framework for electrocatalyst innovation: a case study of discovering alloys for hydrogen evolution reaction L Chen, Y Tian, X Hu, S Yao, Z Lu, S Chen, X Zhang, Z Zhou Advanced Functional Materials 32 (47), 2208418, 2022 | 64 | 2022 |
| SnF2‐Induced Highly Current‐Tolerant Solid Electrolytes for Solid‐State Sodium Batteries Z Yang, L Chen, H Jiang, X Liang, J Wei, Z Xie, B Tang, Z Zhou Advanced Functional Materials 33 (47), 2306558, 2023 | 22 | 2023 |
| Accelerated Mining of 2D Van der Waals Heterojunctions by Integrating Supervised and Unsupervised Learning A Chen, Z Wang, X Zhang, L Chen, X Hu, Y Han, J Cai, Z Zhou, J Li Chemistry of Materials 34 (12), 5571-5583, 2022 | 13 | 2022 |
| Type-II van der Waals heterostructures of GeC, ZnO and Al2SO monolayers for promising optoelectronic and photocatalytic applications S Ahmad, K Sohail, L Chen, H Xu, HU Din, Z Zhou International Journal of Hydrogen Energy 48 (65), 25354-25365, 2023 | 12 | 2023 |
| From Single Metals to High‐Entropy Alloys: How Machine Learning Accelerates the Development of Metal Electrocatalysts X Fan, L Chen, D Huang, Y Tian, X Zhang, M Jiao, Z Zhou Advanced Functional Materials, 2401887, 2024 | 11 | 2024 |
| Ionic Bonding Without Directionality Facilitates Efficient Interfacial Bridging for Perovskite Solar Cells L Chen, L Chen, Z Chen, J Wu, T Lou, Y Li, Z Zhou, H Li, G Li, Q Meng Small, 2308964, 2024 | 10 | 2024 |
| Functionalized MBenes as promising anode materials for high-performance alkali-ion batteries: a first-principles study S Ahmad, H Xu, L Chen, HU Din, Z Zhou Nanotechnology 35 (28), 285401, 2024 | 4 | 2024 |
| Enhanced Photoassisted Li‐O2 Battery with Ce‐UiO‐66 Metal‐Organic Framework Based Photocathodes Z Hu, Y Yang, B Ye, X Hu, L Chen, H Yu, Y Zhou, Z Xie, Z Zhou Advanced Materials Interfaces 10 (14), 2300074, 2023 | 4 | 2023 |
| Activity and stability origin of core-shell catalysts: Unignorable atomic diffusion behavior Y Xue, L Chen, L Zhang, G Zheng, X Zhang, Z Zhou Chemical Science, 2025 | | 2025 |
| Unraveling the colloidal composition of perovskite precursor solutions and its impact on film formation T Lou, L Chen, G Yang, P Chen, W Zhao, H Li, G Li Science China Materials 68 (1), 156-164, 2025 | | 2025 |
| 利用机器学习靶向设计先进电催化剂 陈乐添， 张旭， 陈安， 姚赛， 胡绪， 周震 催化学报 43 (1), 11, 2022 | | 2022 |
