Atomic Decompositions of Periodic Electronic-Structure Simulations

We present a new theory for partitioning simulations of periodic and solid-state systems into physically sound atomic contributions at the level of Kohn-Sham density functional theory. Our theory is based on spatially localized linear combinations of crystalline Gaussian-type orbitals and, as such, capable of exposing local features within periodic electronic structures in a more intuitive and robust manner than alternatives based on the spatial distribution of atomic basis functions alone. Early decomposed cohesive energies of both molecular polymers and different crystalline polymorphs demonstrate how the atomic properties yielded by our theory convincingly align with the expected charge polarization in these systems, also whenever partial charges and Madelung energies may lend themselves somewhat ambiguous to interpretation.

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Publication Details

Journal
The Journal of Physical Chemistry A
Published
2024-12-24
DOI
https://doi.org/10.1021/acs.jpca.4c06651
Citations
2
Primary Topic
Machine Learning in Materials Science
Type
article
Field-Weighted Citation Impact
0.23

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article

Atomic Decompositions of Periodic Electronic-Structure Simulations

Janus J. Eriksen, Luna Zamok
2 citations
The Journal of Physical Chemistry A
Machine Learning in Materials Science
0.23
article

Atomic Decompositions of Periodic Electronic-Structure Simulations

Janus J. Eriksen, Luna Zamok
article en
2 citations

Abstract

We present a new theory for partitioning simulations of periodic and solid-state systems into physically sound atomic contributions at the level of Kohn-Sham density functional theory. Our theory is based on spatially localized linear combinations of crystalline Gaussian-type orbitals and, as such, capable of exposing local features within periodic electronic structures in a more intuitive and robust manner than alternatives based on the spatial distribution of atomic basis functions alone. Early decomposed cohesive energies of both molecular polymers and different crystalline polymorphs demonstrate how the atomic properties yielded by our theory convincingly align with the expected charge polarization in these systems, also whenever partial charges and Madelung energies may lend themselves somewhat ambiguous to interpretation.

The Journal of Physical Chemistry AVol. 129(1)
Technical University of Denmark (DK)
Villum Fonden, Danmarks Frie Forskningsfond
Openalex Percentile: Top 49%
Machine Learning in Materials Science
0.23
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