Untangling Sources of Error in the Density-Functional Many-Body Expansion

The many-body expansion provides a framework for data-driven applications of electronic structure theory, including parametrization of classical force fields and machine learning. However, we demonstrate that its use significantly amplifies quadrature grid errors when modern density-functional approximations are employed. Standard grids that work well in conventional density-functional calculations result in runaway error accumulation when used with the many-body expansion. At the same time, delocalization error is also exacerbated, leading to exaggerated estimates of nonadditive <i>n</i>-body interactions. This is illustrated for anion-water clusters using the SCAN, r<sup>2</sup>SCAN, ωB97X-V and ωB97M-V functionals. By employing dense quadrature grids, the inherent self-interaction error is exposed, which can then be mitigated using a variety of other strategies.

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Publication Details

Journal
The Journal of Physical Chemistry Letters
Published
2025-03-07
DOI
https://doi.org/10.1021/acs.jpclett.4c03619
Citations
4
Primary Topic
Advanced Thermodynamics and Statistical Mechanics
Type
article
Field-Weighted Citation Impact
5.29

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article

Untangling Sources of Error in the Density-Functional Many-Body Expansion

John M. Herbert, Dustin Broderick
4 citations
The Journal of Physical Chemistry Letters
Advanced Thermodynamics and Statistical Mechanics
5.29
article

Untangling Sources of Error in the Density-Functional Many-Body Expansion

John M. Herbert, Dustin Broderick
article en
4 citations

Abstract

The many-body expansion provides a framework for data-driven applications of electronic structure theory, including parametrization of classical force fields and machine learning. However, we demonstrate that its use significantly amplifies quadrature grid errors when modern density-functional approximations are employed. Standard grids that work well in conventional density-functional calculations result in runaway error accumulation when used with the many-body expansion. At the same time, delocalization error is also exacerbated, leading to exaggerated estimates of nonadditive <i>n</i>-body interactions. This is illustrated for anion-water clusters using the SCAN, r<sup>2</sup>SCAN, ωB97X-V and ωB97M-V functionals. By employing dense quadrature grids, the inherent self-interaction error is exposed, which can then be mitigated using a variety of other strategies.

The Journal of Physical Chemistry LettersVol. 16(11)
The Ohio State University (US)
Basic Energy Sciences
Openalex Percentile: Top 5%
Advanced Thermodynamics and Statistical Mechanics
5.29
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