| Highly active atomically dispersed platinum-based electrocatalyst for hydrogen evolution reaction achieved by defect anchoring strategy Y Chen, R Ding, J Li, J Liu Applied Catalysis B: Environmental 301, 120830, 2022 | 122 | 2022 |
| Application of machine learning in optimizing proton exchange membrane fuel cells: a review R Ding, S Zhang, Y Chen, Z Rui, K Hua, Y Wu, X Li, X Duan, X Wang, J Li, ... Energy and AI 9, 100170, 2022 | 100 | 2022 |
| Designing AI‐aided analysis and prediction models for nonprecious metal electrocatalyst‐based proton‐exchange membrane fuel cells R Ding, R Wang, Y Ding, W Yin, Y Liu, J Li, J Liu Angewandte Chemie 132 (43), 19337-19345, 2020 | 85 | 2020 |
| Facile grafting strategy synthesis of single-atom electrocatalyst with enhanced ORR performance R Ding, Y Liu, Z Rui, J Li, J Liu, Z Zou Nano Research 13, 1519-1526, 2020 | 69 | 2020 |
| Applying machine learning to boost the development of high-performance membrane electrode assembly for proton exchange membrane fuel cells R Ding, Y Ding, H Zhang, R Wang, Z Xu, Y Liu, W Yin, J Wang, J Li, J Liu Journal of Materials Chemistry A 9 (11), 6841-6850, 2021 | 67 | 2021 |
| Cobalt‐doping stabilized active and durable sub‐2 nm Pt nanoclusters for low‐Pt‐loading PEMFC cathode X Duan, F Cao, R Ding, X Li, Q Li, R Aisha, S Zhang, K Hua, Z Rui, Y Wu, ... Advanced Energy Materials 12 (13), 2103144, 2022 | 64 | 2022 |
| Boosting the optimization of membrane electrode assembly in proton exchange membrane fuel cells guided by explainable artificial intelligence R Ding, W Yin, G Cheng, Y Chen, J Wang, R Wang, Z Rui, J Li, J Liu Energy and AI 5, 100098, 2021 | 60 | 2021 |
| Machine learning-guided discovery of underlying decisive factors and new mechanisms for the design of nonprecious metal electrocatalysts R Ding, Y Chen, P Chen, R Wang, J Wang, Y Ding, W Yin, Y Liu, J Li, ... ACS Catalysis 11 (15), 9798-9808, 2021 | 52 | 2021 |
| Comparison of state-of-the-art machine learning algorithms and data-driven optimization methods for mitigating nitrogen crossover in PEM fuel cells J Wang, R Ding, F Cao, J Li, H Dong, T Shi, L Xing, J Liu Chemical Engineering Journal 442, 136064, 2022 | 32 | 2022 |
| Atomically Dispersed, Low‐Coordinate Co–N Sites on Carbon Nanotubes as Inexpensive and Efficient Electrocatalysts for Hydrogen Evolution R Ding, Y Chen, X Li, Z Rui, K Hua, Y Wu, X Duan, X Wang, J Li, J Liu Small 18 (4), 2105335, 2022 | 32 | 2022 |
| A highly stable reinforced PEM assisted by resveratrol and polydopamine-treated PTFE Y Huo, Q Li, Z Rui, R Ding, J Liu, J Li, J Liu Journal of Membrane Science 635, 119453, 2021 | 29 | 2021 |
| Assistance of rearrangement of active sites in Fe/N/C catalyst for harvesting ultra-high power density PEMFCs Y Wu, M Yuan, X Li, R Ding, X Duan, J Li, Y Wang, X Li, Y Zhang, J Liu Applied Catalysis B: Environmental 312, 121365, 2022 | 27 | 2022 |
| Machine learning utilized for the development of proton exchange membrane electrolyzers R Ding, Y Chen, Z Rui, K Hua, Y Wu, X Li, X Duan, J Li, X Wang, J Liu Journal of Power Sources 556, 232389, 2023 | 25 | 2023 |
| Effectively increasing Pt utilization efficiency of the membrane electrode assembly in proton exchange membrane fuel cells through multiparameter optimization guided by machine … R Ding, W Yin, G Cheng, Y Chen, J Wang, X Wang, M Han, T Zhang, ... ACS Applied Materials & Interfaces 14 (6), 8010-8024, 2022 | 24 | 2022 |
| Guiding the optimization of membrane electrode assembly in a proton exchange membrane water electrolyzer by machine learning modeling and black-box interpretation R Ding, Y Chen, Z Rui, K Hua, Y Wu, X Li, X Duan, X Wang, J Li, J Liu ACS Sustainable Chemistry & Engineering 10 (14), 4561-4578, 2022 | 21 | 2022 |
| Iron-containing porphyrins self-assembled on ZnO nanoparticles as electrocatalytic materials for oxygen reduction J Li, X Zhu, J Wang, Z Rui, S Zhang, Y Li, R Ding, W He, J Liu, Z Zou ACS Applied Nano Materials 3 (1), 742-751, 2020 | 21 | 2020 |
| Direct observation of heterogeneous surface reactivity and reconstruction on terminations of grain boundaries of platinum X Zhao, T Gunji, F Lv, B Huang, R Ding, J Liu, M Luo, Z Zou, S Guo ACS Materials Letters 3 (5), 622-629, 2021 | 19 | 2021 |
| Design of proton exchange membranes with high durability for fuel cells: From the perspective of machine learning Z Rui, R Ding, K Hua, X Duan, X Li, Y Wu, X Wang, C Ouyang, J Li, T Li, ... Journal of Membrane Science 683, 121831, 2023 | 17 | 2023 |
| Coating Porous TiO2 Films on Carbon Nanotubes to Enhance the Durability of Ultrafine PtCo/CNT Nanocatalysts for the Oxygen Reduction Reaction F Cao, H Zhang, X Duan, X Li, R Ding, K Hua, Z Rui, Y Wu, M Yuan, ... ACS Applied Materials & Interfaces 14 (46), 51975-51982, 2022 | 16 | 2022 |
| Inspecting design rules of metal-nitrogen-carbon catalysts for electrochemical CO2 reduction reaction: From a data science perspective R Ding, M Ma, Y Chen, X Wang, J Li, G Wang, J Liu Nano Research 16 (1), 264-280, 2023 | 15 | 2023 |
Xuebin Wang (王学斌)Materials Science, College of Engineering and Applied Sciences, Nanjing UniversityVerified email at nju.edu.cn
