| Deep-learning electronic-structure calculation of magnetic superstructures H Li, Z Tang, X Gong, N Zou, W Duan, Y Xu Nature Computational Science 3 (4), 321-327, 2023 | 41 | 2023 |
| Deep-learning density functional perturbation theory H Li, Z Tang, J Fu, WH Dong, N Zou, X Gong, W Duan, Y Xu Physical Review Letters 132 (9), 096401, 2024 | 24 | 2024 |
| Equivariant neural network force fields for magnetic materials Z Yuan, Z Xu, H Li, X Cheng, H Tao, Z Tang, Z Zhou, W Duan, Y Xu Quantum Frontiers 3 (1), 8, 2024 | 13 | 2024 |
| DeepH-2: Enhancing deep-learning electronic structure via an equivariant local-coordinate transformer Y Wang, H Li, Z Tang, H Tao, Y Wang, Z Yuan, Z Chen, W Duan, Y Xu arXiv preprint arXiv:2401.17015, 2024 | 13 | 2024 |
| Universal materials model of deep-learning density functional theory Hamiltonian Y Wang, Y Li, Z Tang, H Li, Z Yuan, H Tao, N Zou, T Bao, X Liang, Z Chen, ... Science Bulletin, 2024 | 12 | 2024 |
| A deep equivariant neural network approach for efficient hybrid density functional calculations Z Tang, H Li, P Lin, X Gong, G Jin, L He, H Jiang, X Ren, W Duan, Y Xu Nature Communications 15 (1), 8815, 2024 | 11* | 2024 |
| Neural-network density functional theory based on variational energy minimization Y Li, Z Tang, Z Chen, M Sun, B Zhao, H Li, H Tao, Z Yuan, W Duan, Y Xu Physical Review Letters 133 (7), 076401, 2024 | 7* | 2024 |
| Improving density matrix electronic structure method by deep learning Z Tang, N Zou, H Li, Y Wang, Z Yuan, H Tao, Y Li, Z Chen, B Zhao, M Sun, ... arXiv preprint arXiv:2406.17561, 2024 | 2 | 2024 |
| Deep-Learning Database of Density Functional Theory Hamiltonians for Twisted Materials T Bao, R Xu, H Li, X Gong, Z Tang, J Fu, W Duan, Y Xu arXiv preprint arXiv:2404.06449, 2024 | 1 | 2024 |
| ABACUS: An Electronic Structure Analysis Package for the AI Era W Zhou, D Zheng, Q Liu, D Lu, Y Liu, P Lin, Y Huang, X Peng, JJ Bao, ... arXiv preprint arXiv:2501.08697, 2025 | | 2025 |
| 物理学与深度学习: 2024 年诺贝尔物理学奖介绍 唐泽宸， 段文晖， 徐勇 物理 54 (1), 1-9, 2025 | | 2025 |
| Deep learning density functional theory Hamiltonian in real space Z Yuan, Z Tang, H Tao, X Gong, Z Chen, Y Wang, H Li, Y Li, Z Xu, M Sun, ... arXiv preprint arXiv:2407.14379, 2024 | | 2024 |
Wenhui DuanTsinghua University, Beijing, ChinaAdresse e-mail validée de tsinghua.edu.cn
