aiqbench analysis
This research establishes a fundamental theoretical bound showing that accurate variational descriptions of interacting fermions require at most two universal Slater determinants, regardless of system size or desired accuracy. The proof demonstrates that generalized Slater-Jastrow neural quantum states are variationally complete in three dimensions without sacrificing expressiveness for antisymmetry. This result significantly optimizes the architecture and computational efficiency of future Fermionic Neural Quantum States used to model strongly correlated electron systems.
A Fixed Universal Determinant is Variationally Complete for Continuum Fermions
arXiv:2608.14476v1 Announce Type: cross Abstract: How many Slater determinants does an accurate variational description of interacting fermions require? Exact expansions in a finite basis need combinatorially many, and state-of-the-art fermionic neural quantum states stack growing numbers of them. We prove that, in the norms that govern variational calculations, at most two are needed, independently of the number of particles and of the target accuracy. A single universal Slater determinant-specified in advance, independent of both the system and the state-multiplied by a smooth bosonic wave function approximates any fermionic wave function in up to three spatial dimensions in the first-order Sobolev norm, which controls the variational energy. Reaching the second-order Sobolev norm-for Coulomb interactions, the domain of the Hamiltonian, which bounds the variance of the local energy at the core of variational Monte Carlo-requires at most one additional fixed determinant, and only in three dimensions. Antisymmetry therefore costs at most two universal determinants and no expressiveness: generalized Slater-Jastrow neural quantum states are variationally complete.
Abstract:How many Slater determinants does an accurate variational description of interacting fermions require? Exact expansions in a finite basis need combinatorially many, and state-of-the-art fermionic neural quantum states stack growing numbers of them. We prove that, in the norms that govern variational calculations, at most two are needed, independently of the number of particles and of the target accuracy. A single universal Slater determinant-specified in advance, independent of both the system and the state-multiplied by a smooth bosonic wave function approximates any fermionic wave function in up to three spatial dimensions in the first-order Sobolev norm, which controls the variational energy. Reaching the second-order Sobolev norm-for Coulomb interactions, the domain of the Hamiltonian, which bounds the variance of the local energy at the core of variational Monte Carlo-requires at most one additional fixed determinant, and only in three dimensions. Antisymmetry therefore costs at most two universal determinants and no expressiveness: generalized Slater-Jastrow neural quantum states are variationally complete.
Strongly Correlated Electrons (cond-mat.str-el); Mathematical Physics (math-ph); Quantum Physics (quant-ph)
arXiv:2608.14476 [cond-mat.str-el]
(or arXiv:2608.14476v1 [cond-mat.str-el] for this version)
https://doi.org/10.48550/arXiv.2608.14476 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Full text under the publisher's open licence · 259 words
Related coverage

Symmetry-enriched topological order in tensor networks: Defects, gauging and anyon condensation
Quantum Journal · Sep 1, 2026

Truncation uncertainties for accurate quantum simulations of lattice gauge theories
Quantum Journal · Sep 24, 2026
Quantum Snapshots Reveal a Compact Conformal Boundary Mode
arXiv · Aug 17, 2026

Architecture and Capacity Govern Entanglement Speed with Bound of One Half
Quantum Zeitgeist · Sep 18, 2026