aiqbench analysis
This research introduces a critical diagnostic framework for Variational Quantum Eigensolvers (VQE) that evaluates ansatz families based on leakage outside the physical particle-number sector, rather than relying solely on projected-sector energy. The study demonstrates that while certain UCC-style families can eliminate specific types of leakage, they do not inherently guarantee ground-state accuracy or optimal performance under parameter constraints. By incorporating Kraus invariant-subspace criteria to analyze noise-induced leakage, this work provides a more robust method for comparing quantum algorithms in molecular simulations.
Energy Is Not Enough: Leakage-Aware Ansatz Criterion for Variational Quantum Eigensolvers
arXiv:2609.13521v1 Announce Type: new Abstract: In molecular variational quantum eigensolver (VQE) calculations for a fixed electron-number sector, the projected-sector energy alone does not certify that a prepared state is physically valid. We show that a state can have zero projected-sector error while almost all of its probability mass lies outside the target particle-number sector. We therefore evaluate ansatz families using three quantities: projected-sector error, leakage outside the physical sector and parameter count. Our noiseless experiments show that particle-preserving UCC-style families eliminate leakage induced by ansatze, but do not guarantee ground-state accuracy. In the parameter-budget comparison experiments, the one-shot ranking rules select identical generator sequences and yield identical errors. The adaptive hybrid procedure achieves lower mean projected-sector errors at selected budgets. Using established Kraus invariant-subspace criteria, we also express channel-induced leakage through a positive operator and discuss global and local depolarizing noise analytically. This gives a practical diagnostic framework for comparing ansatze beyond energy alone.
Abstract:In molecular variational quantum eigensolver (VQE) calculations for a fixed electron-number sector, the projected-sector energy alone does not certify that a prepared state is physically valid. We show that a state can have zero projected-sector error while almost all of its probability mass lies outside the target particle-number sector. We therefore evaluate ansatz families using three quantities: projected-sector error, leakage outside the physical sector and parameter count. Our noiseless experiments show that particle-preserving UCC-style families eliminate leakage induced by ansatze, but do not guarantee ground-state accuracy. In the parameter-budget comparison experiments, the one-shot ranking rules select identical generator sequences and yield identical errors. The adaptive hybrid procedure achieves lower mean projected-sector errors at selected budgets. Using established Kraus invariant-subspace criteria, we also express channel-induced leakage through a positive operator and discuss global and local depolarizing noise analytically. This gives a practical diagnostic framework for comparing ansatze beyond energy alone.
arXiv:2609.13521 [quant-ph]
(or arXiv:2609.13521v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2609.13521 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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