The alchemical integral transform revisited

S Simon León Krug (Machine Learning Group, Technische Universität Berlin 4 , 10587 Berlin,) O O. Anatole von Lilienfeld (Department of Chemistry, Chemical Physics Theory Group)

Abstract

We recently introduced the Alchemical Integral Transform (AIT), enabling the prediction of energy differences, and guessed an ansatz to parameterize space r in some alchemical change λ. Here, we present a rigorous derivation of AIT’s kernel K and discuss the parameterization r(λ) in n dimensions, i.e., necessary conditions, mathematical freedoms, and additional constraints when obtaining it. Analytical expressions for changes in energy spectra and densities are given for a number of systems. Examples include homogeneous potentials such as the quantum harmonic oscillator, hydrogen-like atom, and Dirac well, both for one- and multiparticle cases, and a multiparticle system beyond coordinate scaling for harmonic potentials.

Article Details

Volume / Issue Vol. 162, Issue 1
Published January 07, 2025
ISSN 0021-9606
Publisher American Institute of Physics

Journal Info

The Journal of Chemical Physics

American Institute of Physics

ISSN: 0021-9606 Physical Sciences

Authors (2)

S

Simon León Krug

Machine Learning Group, Technische Universität Berlin 4 , 10587 Berlin,

O

O. Anatole von Lilienfeld

Department of Chemistry, Chemical Physics Theory Group