71 citations · 148 across the 7 of their papers we have counts for
4 papers · 1 filter
Spectroscopic constants from atomic properties: a machine learning approach
Mahmoud A. E. Ibrahim, X. LiU, J. Pérez-Ríos
We present a machine-learning approach toward predicting spectroscopic constants based on atomic properties. After collecting spectroscopic information on diatomics and generating…
Molecular dynamics-driven global tetra-atomic potential energy surfaces: Application to the AlF dimer
Xiangyue Liu, Weiqi Wang, Jesús Pérez-Ríos
In this work, we present a general machine learning approach for full-dimensional potential energy surfaces for tetra-atomic systems. Our method employs an active learning scheme t…
Three-body recombination in physical chemistry
Marjan Mirahmadi, Jesús Pérez-Ríos
Three-body recombination, or ternary association, is a termolecular reaction in which three particles collide, forming a bound state between two, whereas the third escapes freely.…
External field control of collective spin excitations in an optical lattice of molecules
Jesús Pérez-Ríos, Felipe Herrera, Roman V. Krems
We show that an ensemble of molecules in the rotationally ground state trapped on an optical lattice exhibits collective spin excitations that can be controlled by applying s…