| MatGPT: A vane of materials informatics from past, present, to future Z Wang, A Chen, K Tao, Y Han, J Li Advanced Materials 36 (6), 2306733, 2024 | 26 | 2024 |
| Long‐Cycling‐Life Sodium‐Ion Battery Using Binary Metal Sulfide Hybrid Nanocages as Anode X Huang, K Tao, T Han, J Li, H Zhang, C Hu, J Niu, J Liu Small 19 (39), 2302706, 2023 | 25 | 2023 |
| AlphaMat: a material informatics hub connecting data, features, models and applications Z Wang, A Chen, K Tao, J Cai, Y Han, J Gao, S Ye, S Wang, I Ali, J Li npj Computational Materials 9 (1), 130, 2023 | 18 | 2023 |
| IonML: A physically inspired machine learning platform to directed design superionic conductors Z Wang, J Gao, K Tao, Y Han, A Chen, J Li Energy Storage Materials 59, 102781, 2023 | 10 | 2023 |
| Rapid discovery of inorganic-organic solid composite electrolytes by unsupervised learning K Tao, Z Wang, Y Han, J Li Chemical Engineering Journal 454, 140151, 2023 | 10 | 2023 |
| High-Entropy Alloy Electrocatalysts Bidirectionally Promote Lithium Polysulfide Conversions for Long-Cycle-Life Lithium–Sulfur Batteries F Han, Z Wang, Q Jin, L Fan, K Tao, L Li, L Shi, HQ Lu, Z Zhang, J Li, ... ACS nano, 2024 | 6 | 2024 |
| A Pyramidal Metal–Organic Frameworks‐Derived FeP@ CoP Aluminium‐Ion Battery Cathode Displaying Low‐Temperature Tolerance and Fast Electron Transfer Kinetics H Bai, K Tao, Z Yan, X Zhan, H Zhang, T Han, J Liu, J Li Chemistry–A European Journal 29 (41), e202301127, 2023 | 3 | 2023 |
| Transformer enables ion transport behavior evolution and conductivity regulation for solid electrolyte K Tao, Z Wang, Z Lao, A Chen, Y Han, L Shi, G Zhou, J Li Energy Storage Materials, 103555, 2024 | 2 | 2024 |
| Knowledge-Reuse Transfer Learning Methods in Molecular and Material Science A Chen, Z Wang, KLL Vidaurre, Y Han, S Ye, K Tao, S Wang, J Gao, J Li arXiv preprint arXiv:2403.12982, 2024 | 2 | 2024 |
| RotNet: A Rotationally Invariant Graph Neural Network for Quantum Mechanical Calculations H Tu, Y Han, Z Wang, A Chen, K Tao, S Ye, S Wang, Z Wei, J Li Small Methods 8 (1), 2300534, 2024 | 2 | 2024 |
| Knowledge-reused transfer learning for molecular and materials science A Chen, Z Wang, KLL Vidaurre, Y Han, S Ye, K Tao, S Wang, J Gao, J Li Journal of Energy Chemistry, 2024 | 1 | 2024 |
| Rationally engineering a binary SnS 0.5 Se 0.5/carbon nest-coated Si nanosphere for a high-performance lithium-ion battery anode H Zhang, K Tao, X Zeng, C Chen, Y Zhu, T Han, J Li, J Liu Chemical Science 15 (38), 15769-15775, 2024 | 1 | 2024 |
| Interpretable Surrogate Learning for Electronic Material Generation Z Wang, S Liu, K Tao, A Chen, H Duan, Y Han, F You, G Liu, J Li ACS nano 18 (49), 33587-33601, 2024 | | 2024 |
| Machine learning-based design of electrocatalytic materials towards high-energy lithium|| sulfur batteries development Z Han, A Chen, Z Li, M Zhang, Z Wang, L Yang, R Gao, Y Jia, G Ji, Z Lao, ... Nature Communications 15 (1), 8433, 2024 | | 2024 |
| Interpretable learning predicts miscarriage using pre-pregnancy serum metabolites L Tang, Z Wang, X Xu, Y Yuan, F Hao, A Chen, S Wu, W Li, Y Han, J Sun, ... The Innovation Medicine 2 (4), 100093-1-100093-9, 2024 | | 2024 |
| SnS 2 quantum dots-coated VO 2@ carbon nanorods for secondary battery displaying high capacity and rate-performance T Han, Y Wang, K Tao, X Zeng, P Zhan, Y Zhu, J Li, J Liu Chemical Communications 60 (29), 3918-3921, 2024 | | 2024 |
| Unlocking Potential of Pyrochlore in Energy Systems via Soft Voting Ensemble Learning K Tao, Z Wang, A Chen, Y Han, J Liu, X Zhang, J Li Small, 2402756, 2024 | | 2024 |
| Harnessing Lateral Transfer Learning for Pioneering Solid Electrolyte Interphase Innovation K Tao, W He, A Chen, Y Han, J Li Available at SSRN 4981936, 0 | | |
