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YaoKun Lei
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A perspective on deep learning for molecular modeling and simulations
J Zhang, YK Lei, Z Zhang, J Chang, M Li, X Han, L Yang, YI Yang, ...
The Journal of Physical Chemistry A 124 (34), 6745-6763, 2020
512020
Deep reinforcement learning of transition states
J Zhang, YK Lei, Z Zhang, X Han, M Li, L Yang, YI Yang, YQ Gao
Physical Chemistry Chemical Physics 23 (11), 6888-6895, 2021
232021
Deep representation learning for complex free-energy landscapes
J Zhang, YK Lei, X Che, Z Zhang, YI Yang, YQ Gao
The journal of physical chemistry letters 10 (18), 5571-5576, 2019
212019
Deep learning for variational multiscale molecular modeling
J Zhang, YK Lei, YI Yang, YQ Gao
The Journal of Chemical Physics 153 (17), 2020
122020
Dynamic electric field complicates chemical reactions in solutions
YK Lei, J Zhang, Z Zhang, YQ Gao
The Journal of Physical Chemistry Letters 10 (11), 2991-2997, 2019
122019
Deep Learning for
Y Lei, YI Yang, YQ Gao
62019
Molecular ct: Unifying geometry and representation learning for molecules at different scales
J Zhang, Y Zhou, YK Lei, YI Yang, YQ Gao
arXiv preprint arXiv:2012.11816, 2020
52020
Phase Transition between Crystalline Variants of Ordinary Ice
M Li, J Zhang, H Niu, YK Lei, X Han, L Yang, Z Ye, YI Yang, YQ Gao
The Journal of Physical Chemistry Letters 13 (36), 8601-8606, 2022
42022
Reinforcement Learning for Multi-Scale Molecular Modeling
J Zhang, Y Lei, YI Yang, YQ Gao
12020
Learning clustered representation for complex free energy landscapes
J Zhang, YK Lei, X Che, Z Zhang, YI Yang, YQ Gao
arXiv preprint arXiv:1906.02852, 2019
12019
A brief review of integrated tempering sampling molecular simulation
X Han, YK Lei, M Li, YQ Gao
Chemical Physics Reviews 5 (1), 2024
2024
Learning QM/MM Potential using Equivariant Multiscale Model
YK Lei, K Yagi, Y Sugita
2024
基于非线性降维寻找反应坐标
张珍, 雷曜坤, 张骏, 高毅勤
化学物理学报, 927-934, 2023
2023
Reaction coordinates by nonlinear dimensionality reduction
Z Zhang, YK Lei, J Zhang, YQ Gao
Chinese Journal of Chemical Physics 35 (6), 927-934, 2022
2022
Locating Transition Zone in Phase Space
YK Lei, Z Zhang, X Han, YI Yang, J Zhang, YQ Gao
Journal of Chemical Theory and Computation 18 (10), 6124-6133, 2022
2022
Atomistic View of Homogeneous Nucleation of Water into Polymorphic Ices
M Li, J Zhang, N Haiyang, YK Lei, X Han, L Yang, Z Ye, YI Yang, YQ Gao
arXiv preprint arXiv:2111.12234, 2021
2021
凝聚相化学反应中动力学效应的重要性研究
雷曜坤, 张骏, 张珍, 高毅勤
中国科学: 化学, 2020
2020
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Articles 1–17