PASP: Property analysis and simulation package for materials F Lou, XY Li, JY Ji, HY Yu, JS Feng, XG Gong, HJ Xiang The Journal of Chemical Physics 154 (11), 2021 | 50 | 2021 |
Spin Hamiltonians in magnets: Theories and computations X Li, H Yu, F Lou, J Feng, MH Whangbo, H Xiang Molecules 26 (4), 803, 2021 | 47 | 2021 |
Exploration of the bright and dark exciton landscape and fine structure of using -BSE H Yu, M Laurien, Z Hu, O Rubel Physical Review B 100 (12), 125413, 2019 | 17 | 2019 |
Complex spin Hamiltonian represented by an artificial neural network H Yu, C Xu, X Li, F Lou, L Bellaiche, Z Hu, X Gong, H Xiang Physical Review B 105 (17), 174422, 2022 | 16 | 2022 |
Transferable equivariant graph neural networks for the Hamiltonians of molecules and solids Y Zhong, H Yu, M Su, X Gong, H Xiang npj Computational Materials 9 (1), 182, 2023 | 14* | 2023 |
Spin-dependent graph neural network potential for magnetic materials H Yu, Y Zhong, L Hong, C Xu, W Ren, X Gong, H Xiang Physical Review B 109 (14), 144426, 2024 | 8* | 2024 |
First-principles approaches to magnetoelectric multiferroics C Xu, H Yu, J Wang, H Xiang Annual Review of Condensed Matter Physics 15 (1), 85-108, 2024 | 8 | 2024 |
A general tensor prediction framework based on graph neural networks Y Zhong, H Yu, X Gong, H Xiang The Journal of Physical Chemistry Letters 14 (28), 6339-6348, 2023 | 7* | 2023 |
Capturing long-range interaction with reciprocal space neural network H Yu, L Hong, S Chen, X Gong, H Xiang arXiv preprint arXiv:2211.16684, 2022 | 7 | 2022 |
Time-reversal equivariant neural network potential and Hamiltonian for magnetic materials H Yu, Y Zhong, J Ji, X Gong, H Xiang arXiv preprint arXiv:2211.11403, 2022 | 6 | 2022 |
Universal machine learning Kohn-Sham Hamiltonian for materials Y Zhong, H Yu, J Yang, X Guo, H Xiang, X Gong Chinese Physics Letters, 2024 | 4 | 2024 |
Light-induced magnetic phase transition in van der Waals antiferromagnets J Chen, Y Li, H Yu, Y Yang, H Jin, B Huang, H Xiang Science China Physics, Mechanics & Astronomy 66 (7), 277511, 2023 | 4 | 2023 |
Role of Domain Walls on Imprint and Fatigue in HfO2-Based Ferroelectrics M Xie, H Yu, B Zhang, C Xu, H Xiang arXiv preprint arXiv:2407.19197, 2024 | | 2024 |
Deterministic and Efficient Switching of Sliding Ferroelectrics S Deng, H Yu, J Ji, C Xu, H Xiang arXiv preprint arXiv:2407.15081, 2024 | | 2024 |
Identifying Direct Bandgap Silicon Structures with High-Throughput Search and Machine Learning Methods R Wang, H Yu, Y Zhong, H Xiang The Journal of Physical Chemistry C, 2024 | | 2024 |
Switchable Ferroelectricity in Subnano Silicon Thin Films H Yu, M Xie, Y Zhang, X Shi, J Zhong, C He, H Xiang arXiv preprint arXiv:2407.01914, 2024 | | 2024 |
Topological interfacial states in ferroelectric domain walls of two-dimensional bismuth W Luo, Y Zhong, H Yu, M Xie, Y Chen, H Xiang, L Bellaiche arXiv preprint arXiv:2308.04633, 2023 | | 2023 |
Transferable Machine Learning Approach for Predicting Electronic Structures of Charged Defects Y Ma, Y Zhong, Y Hongyu, S Chen, H Xiang arXiv preprint arXiv:2306.08017, 2023 | | 2023 |
Accelerating the electronic-structure calculation of magnetic systems by equivariant neural networks Y Zhong, B Zhang, H Yu, X Gong, H Xiang arXiv preprint arXiv:2306.01558, 2023 | | 2023 |