Skip to content
Preprint

Optimizing Subspace Expansion in Quantum Chemistry through Operator Selection and Reference State Choice

Aug 2026 · 0 citations · 9 references
Physics

Abstract

The Virtual Quantum Subspace Expansion (VQSE) extends the Variational Quantum Eigensolver (VQE) by leveraging additional measurements on the reference state to capture the influence of excluded virtual orbitals. This makes VQSE attractive for chemical applications where accurate energy differences along potential energy surfaces are crucial for modeling reaction rates and kinetics. In this work, we analyze VQSE performance on H$_2$ dissociation including references that use Hartree--Fock molecular orbitals with broken spin symmetry. We identify two mechanisms which affect accuracy: overlap of the reference state with the exact full configuration interaction (FCI) wavefunction and operator pool expressivity. We show these mechanisms are strongly co-dependent. When operators are restricted to act only from the active to the virtual space, results become highly sensitive to the reference, and enlarging the active space does not guarantee improved accuracy. In this case, prioritizing reference overlap over energy minimization is therefore essential. Adding single excitations and number operators within the active space recovers the accuracy of MR-CISD (multi-reference configuration interaction singles and doubles) regardless of the reference. In our noisy hardware experiments, we achieve chemical accuracy by adding additional operators and using strict regularization. These findings motivate careful co-design of reference fidelity, pool expressivity, and hardware constraints for practical VQSE deployment.

View source

Similar papers

Preprint Oct 2026

Circuit growth and subspace read-out in quantum-selected configuration interaction: Separating the Hartree-Fock determinant

Predicting many molecular properties requires accurate ground-state energies of molecular Hamiltonians. Quantum-selected configuration interaction (QSCI) obtains such energies by measuring an input state to select important electronic configurations and classically diagonalizing the Hamiltonian in the subspace they spa...

Ayaka Fujimoto, Norifumi Matsumoto, S. Kanasugi et al. · 0 citations
Open access Sep 2026

Physics-Informed Machine Learning Correction of Variational Quantum Eigensolver Energies for Molecular Ground States

It is suggested that the VQE–HF energy gap encodes physically transferable information about correlation-energy saturation, and that even the smallest training set can produce practically useful corrections for near-term quantum chemistry.

Kantipudi Charan Sai Sree, Vijayalakshmi Shankar · 0 citations
Preprint Sep 2026

Classical Active-Space Hybrid Quantum Subspace Expansion (CASH-QSE): Quantum Corrections without Remeasuring the Classically Calculable Energy

The wave function prepared by a variational quantum eigensolver (VQE) can contain a substantial classically tractable component, yet its energy contribution is sampled on the quantum device. Representing the wave function as a combination of a classical reference and separately prepared quantum states allows the refere...

Artur F. Izmaylov · 0 citations
Preprint Sep 2026

Variational Real-Time Dynamics on Reduced Operator Manifolds

Accurate real-time simulation of correlated quantum systems remains challenging for both classical methods and near-term quantum hardware. We introduce operator-projected variational quantum real-time evolution (OVQRTE), which updates a parameterized circuit by enforcing the Ehrenfest equations for a selected set of ob...

Aeishah Ameera Anuar, P. Sriluckshmy, Riccardo Rossi et al. · 1 citation
Preprint Aug 2026

Accelerated Quantum-Assisted Selected Configuration Interaction via Fast-Annealing-Based Determinant Selection

Full configuration interaction (FCI) provides exact electronic structure within a given atomic basis, but its computational cost grows exponentially with the number of spin orbitals. Selected configuration interaction (SCI) methods alleviate this limitation by retaining only the most important Slater determinants. Howe...

Hayun Park, Younghun Kwon, Hunpyo Lee · 1 citation · ⚡1
Aug 2026

Optimizing Effective Potentials via Gradient-Enhanced Surrogates for Quantum Embedding.

Accurate reaction energetics in complex environments require correlated electronic-structure accuracy in the reactive region while retaining the influence of the surrounding system. Density functional embedding theory (DFET) enables this balance by introducing a local embedding potential that makes the cluster and envi...

Elijah Begin, Chong Teng, Junwei Lucas Bao · 0 citations

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.