Yaolong Zhang

Embedded Atom Neural Network Potentials: Efficient and Accurate Machine Learning with a Physically Inspired Representation

Yaolong Zhang, Ce Hu, Bin Jiang · The Journal of Physical Chemistry Letters · 2019 · 283 citations · Full text

Engineering, Machine Learning, Accurate Machine Learning +18

Constructing High-Dimensional Neural Network Potential Energy Surfaces for Gas–Surface Scattering and Reactions

Qinghua Liu, Xueyao Zhou, Linsen Zhou et al. · The Journal of Physical Chemistry C · 2018 · 95 citations · Full text

Engineering, Computational Chemistry, Chemistry +18

Physically Motivated Recursively Embedded Atom Neural Networks: Incorporating Local Completeness and Nonlocality

Yaolong Zhang, Junfan Xia, Bin Jiang · Physical Review Letters · 2021 · 87 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +25

Efficient and Accurate Simulations of Vibrational and Electronic Spectra with Symmetry-Preserving Neural Network Models for Tensorial Properties

Yaolong Zhang, Sheng Ye, Jinxiao Zhang et al. · The Journal of Physical Chemistry B · 2020 · 86 citations · Full text

Engineering, Machine Learning, Accurate Simulations +18

Bridging the Gap between Direct Dynamics and Globally Accurate Reactive Potential Energy Surfaces Using Neural Networks

Yaolong Zhang, Xueyao Zhou, Bin Jiang · The Journal of Physical Chemistry Letters · 2019 · 77 citations