DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models Y Zhang, H Wang, W Chen, J Zeng, L Zhang, H Wang, E Weinan
Computer Physics Communications 253, 107206, 2020
585 2020 DeePMD-kit v2: A software package for deep potential models J Zeng, D Zhang, D Lu, P Mo, Z Li, Y Chen, M Rynik, L Huang, Z Li, S Shi, ...
The Journal of Chemical Physics 159 (5), 2023
238 2023 Deep learning of accurate force field of ferroelectric J Wu, Y Zhang, L Zhang, S Liu
Physical Review B 103 (2), 024108, 2021
82 2021 Accurate Deep Potential model for the Al–Cu–Mg alloy in the full concentration space W Jiang, Y Zhang, L Zhang, H Wang
Chinese Physics B 30 (5), 050706, 2021
62 2021 Warm dense matter simulation via electron temperature dependent deep potential molecular dynamics Y Zhang, C Gao, Q Liu, L Zhang, H Wang, M Chen
Physics of Plasmas 27 (12), 2020
39 2020 DPA-2: a large atomic model as a multi-task learner D Zhang, X Liu, X Zhang, C Zhang, C Cai, H Bi, Y Du, X Qin, A Peng, ...
npj Computational Materials 10 (1), 293, 2024
26 * 2024 Crystal structure prediction of binary alloys via deep potential H Wang, Y Zhang, L Zhang, H Wang
Frontiers in chemistry 8, 589795, 2020
21 2020 Universal interatomic potential for perovskite oxides J Wu, J Yang, YJ Liu, D Zhang, Y Yang, Y Zhang, L Zhang, S Liu
Physical Review B 108 (18), L180104, 2023
16 2023 An Extendable Cloud-Native Alloy Property Explorer Z Li, T Wen, Y Zhang, X Liu, C Zhang, ASL Pattamatta, X Gong, B Ye, ...
arXiv preprint arXiv:2404.17330, 2024
4 2024 Machine-Learning-Based Interatomic Potentials for Group IIB to VIA Semiconductors: Toward a Universal Model J Liu, X Zhang, T Chen, Y Zhang, D Zhang, L Zhang, M Chen
Journal of Chemical Theory and Computation, 2024
3 2024 Dflow, a Python framework for constructing cloud-native AI-for-Science workflows X Liu, Y Han, Z Li, J Fan, C Zhang, J Zeng, Y Shan, Y Yuan, WH Xu, ...
arXiv preprint arXiv:2404.18392, 2024
3 2024 A Benchmark for Accurate GPCR Ligand Binding Affinity Prediction with Free Energy Perturbation Y Guo, Y Zhou, Q Bai, Z Bo, K Song, J Chang, Y Zhang, M Yang, Y Deng, ...
1 2023 Exploring the impact of separation wall characteristics on Pt particle sintering inhibition: A theoretical study C Li, X Duan, Y Li, R Ye, F Ye, L Chen, C Du, K Cao, Y Zhang, B Shan
Journal of Catalysis 437, 115638, 2024
2024 Uni-ELF: A Multi-Level Representation Learning Framework for Electrolyte Formulation Design B Zeng, S Chen, X Liu, C Chen, B Deng, X Wang, Z Gao, Y Zhang, ...
arXiv preprint arXiv:2407.06152, 2024
2024 A Pre-trained Deep Potential Model for Sulfide Solid Electrolytes with Broad Coverage and High Accuracy R Wang, M Guo, Y Gao, X Wang, Y Zhang, B Deng, X Chen, M Shi, ...
arXiv preprint arXiv:2406.18263, 2024
2024 
Linfeng ZhangDP Technology; AI for Science InstituteDirección de correo verificada de dp.tech