Precise Quantum Chemistry calculations with few Slater Determinants

Slater determinants have underpinned quantum chemistry for nearly a century, yet their full potential has remained challenging to exploit. In this work, we show that a variational wavefunction composed of a few hundred optimized non-orthogonal determinants can achieve energy accuracies comparable to the state of the art. This is obtained by introducing an optimization method that leverages the quadratic dependence of the variational energy on the orbitals of each determinant, enabling an exact iterative optimization, and uses an efficient tensor-contraction algorithm to evaluate the effective Hamiltonian with a computational cost that scales as the fourth power of the number of basis functions. We benchmark the accuracy of the proposed method with exact full-configuration interaction results where available, and we achieve lower variational energies than coupled cluster (CCSD(T)) for several molecules in the double-zeta basis.

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Publication Details

Journal
Nature Communications
Published
2026-03-16
DOI
https://doi.org/10.1038/s41467-026-70255-z
Primary Topic
History and advancements in chemistry
Type
article
Field-Weighted Citation Impact
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article

Precise Quantum Chemistry calculations with few Slater Determinants

Giuseppe Carleo, Jannes Nys, Rocco Martinazzo, Clemens Giuliani et al.
Nature Communications
History and advancements in chemistry
article

Precise Quantum Chemistry calculations with few Slater Determinants

Giuseppe Carleo, Jannes Nys, Rocco Martinazzo, Clemens Giuliani, Riccardo Rossi
article en

Abstract

Slater determinants have underpinned quantum chemistry for nearly a century, yet their full potential has remained challenging to exploit. In this work, we show that a variational wavefunction composed of a few hundred optimized non-orthogonal determinants can achieve energy accuracies comparable to the state of the art. This is obtained by introducing an optimization method that leverages the quadratic dependence of the variational energy on the orbitals of each determinant, enabling an exact iterative optimization, and uses an efficient tensor-contraction algorithm to evaluate the effective Hamiltonian with a computational cost that scales as the fourth power of the number of basis functions. We benchmark the accuracy of the proposed method with exact full-configuration interaction results where available, and we achieve lower variational energies than coupled cluster (CCSD(T)) for several molecules in the double-zeta basis.

Nature Communications
Centre National de la Recherche Scientifique (FR), University of Milan (IT), ETH Zurich (CH), Sorbonne Université (FR), Laboratoire de Physique Théorique de la Matière Condensée (FR), École Polytechnique Fédérale de Lausanne (CH)
Openalex Percentile: Top 19%
History and advancements in chemistry
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