Fully numerical Hartree-Fock calculations for atoms and small molecules with quantics tensor trains

Abstract We present a fully numerical framework for the optimization of molecule-specific quantum chemical basis functions within the quantics tensor train format using a finite-difference scheme. The optimization is driven by solving the Hartree–Fock equations (HF) with the density-matrix renormalization group algorithm on Cartesian grids that are iteratively refined. In contrast to the standard way of tackling the mean-field problem by expressing the molecular orbitals as linear combinations of atomic orbitals (LCAO) our method only requires as much basis functions as there are electrons within the system. Benchmark calculations for atoms and molecules with up to ten electrons show excellent agreement with LCAO calculations with large basis sets supporting the validity of the tensor network approach. Our work therefore offers a promising alternative to well-established HF-solvers and could pave the way to define highly accurate, fully numerical, molecule-adaptive basis sets, which, in the future, could lead to benefits for post-HF calculations.

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Publication Details

Journal
Electronic Structure
Published
2025-05-16
DOI
https://doi.org/10.1088/2516-1075/add9f8
Citations
2
Primary Topic
Quantum Mechanics and Non-Hermitian Physics
Type
article
Field-Weighted Citation Impact
2.49

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article

Fully numerical Hartree-Fock calculations for atoms and small molecules with quantics tensor trains

Matthias Heller, Paul Haubenwallner
2 citations
Electronic Structure
Quantum Mechanics and Non-Hermitian Physics
2.49
article

Fully numerical Hartree-Fock calculations for atoms and small molecules with quantics tensor trains

Matthias Heller, Paul Haubenwallner
article en
2 citations

Abstract

Abstract We present a fully numerical framework for the optimization of molecule-specific quantum chemical basis functions within the quantics tensor train format using a finite-difference scheme. The optimization is driven by solving the Hartree–Fock equations (HF) with the density-matrix renormalization group algorithm on Cartesian grids that are iteratively refined. In contrast to the standard way of tackling the mean-field problem by expressing the molecular orbitals as linear combinations of atomic orbitals (LCAO) our method only requires as much basis functions as there are electrons within the system. Benchmark calculations for atoms and molecules with up to ten electrons show excellent agreement with LCAO calculations with large basis sets supporting the validity of the tensor network approach. Our work therefore offers a promising alternative to well-established HF-solvers and could pave the way to define highly accurate, fully numerical, molecule-adaptive basis sets, which, in the future, could lead to benefits for post-HF calculations.

Electronic StructureVol. 7(2)
Fraunhofer Institute for Computer Graphics Research (DE), Technische Universität Darmstadt (DE)
Hessisches Ministerium für Wissenschaft und Kunst
Openalex Percentile: Top 12%
Quantum Mechanics and Non-Hermitian Physics
2.49
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Fully numerical Hartree-Fock calculations for atoms and small molecules with quantics tensor trains — Matthias Heller, Paul Haubenwallner · Electronic Structure (2025) | TGRS Research Map | TGRS