57 citations
- Yanshan UniversityCN7 papers
- Peking UniversityCN3 papers
- Shenzhen Bay LaboratoryCN3 papers
- University of PittsburghUS3 papers
- Xinzhou Teachers UniversityCN3 papers
- Beijing National Laboratory for Molecular SciencesCN2 papers
- Florida State UniversityUS1 paper
- Freie Universität BerlinDE1 paper
- Tangshan CollegeCN1 paper
- Xi'an Jiaotong UniversityCN1 paper
Showing 2020Show all
3 papers · 1 filter
physics.chem-ph2020★ 42 cited
Deep Reinforcement Learning of Transition States
Jun Zhang, Yao-Kun Lei, Zhen Zhang +5
Combining reinforcement learning (RL) and molecular dynamics (MD) simulations, we propose a machine-learning approach (RL) to automatically unravel chemical reaction mechanisms…
cond-mat.quant-gas2020★ 5 cited
Topological defects in rotating spin-orbit-coupled dipolar spin-1 Bose-Einstein condensates
Ning Su, Qingbo Wang, Jinguo Hu +2
We consider the topological defects and spin structures of spin-1 Bose-Einstein condensates (BECs) with spin-orbit coupling (SOC) and dipole-dipole interaction (DDI) in a rotating…
physics.comp-ph2020★ 57 cited
A Perspective on Deep Learning for Molecular Modeling and Simulations
Jun Zhang, Yao-Kun Lei, Zhen Zhang +6
Deep learning is transforming many areas in science, and it has great potential in modeling molecular systems. However, unlike the mature deployment of deep learning in computer vi…