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20192021
most citedA Perspective on Deep Learning for Molecular Modeling and Simulations

57 citations

10 papers

cond-mat.quant-gas2021★ 8 cited

Dynamics of kicked spin-orbit-coupled Bose-Einstein condensates

Qingbo Wang, Wenjing Zhao, Linghua Wen

We investigate the dynamics of kicked pseudo-spin-1/2 Bose-Einstein condensates (BECs) with spin-orbit coupling (SOC) in a tightly confined toroidal trap. The system exhibits diffe…

cond-mat.quant-gas2021★ 10 cited

Dynamics of rotating spin-orbit-coupled Bose-Einstein condensates in a quasicrystalline optical lattice

Qingbo Wang, Jinguo Hu, Xianghua Su +1

We investigate the dynamics of rotating pseudo-spin-1/2 Bose-Einstein condensates (BECs) with Rashba spin-orbit coupling (SOC) in a quasicrystalline optical lattice (QOL). For give…

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…

cond-mat.quant-gas2019★ 9 cited

Topological defects of spin-orbit coupled Bose-Einstein condensates in a rotating anharmonic trap

Chunxiao Shi, Linghua Wen, Qingbo Wang +2

We investigate the topological defects and spin structures of binary Bose-Einstein condensates (BECs) with Dresselhaus spin-orbit coupling (D-SOC) in a rotating anharmonic trap. Ou…