Significance of the chemical environment of an element in nonadiabatic molecular dynamics: feature selection and dimensionality reduction with machine learning

by How, Wei Bin, Wang, Bipeng, Chu, Weibin, Tkatchenko, Alexandre, Prezhdo, Oleg V.
Published 2022

Dimensionality reduction in machine learning for nonadiabatic molecular dynamics: Effectiveness of elemental sublattices in lead halide perovskites

by How, Wei Bin, Wang, Bipeng, Chu, Weibin, Kovalenko, Sergiy M., Tkatchenko, Alexandre, Prezhdo, Oleg V.
Published 2022

Observation of a transient intermediate in the ultrafast relaxation dynamics of the excess electron in strong-field-ionized liquid water

by Low, Pei Jiang, Chu, Weibin, Nie, Zhaogang, Muhammad Shafiq Mohd Yusof, Prezhdo, Oleg V., Loh, Zhi-Heng
Published 2022