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This study demonstrates that iterative quadrature schemes can reduce measurement requirements by over an order of magnitude in noisy variational quantum simulations. By introducing a modified ansatz, the authors improve convergence and trainability while offering a diagnostic tool for identifying quantum phase transitions. Although a low cost functional does not guarantee full trace distance convergence, the method reliably reproduces spectral gaps and degeneracies critical for topological phase applications.
Sources coveringarXiv, Quantum Zeitgeist

Exploring Variational Entanglement Hamiltonians

arXiv2 min read

arXiv:2505.10530v2 Announce Type: replace Abstract: Recent advances in analog and digital quantum-simulation platforms have enabled exploration of the spectrum of entanglement Hamiltonians via variational algorithms. In this work we analyze the convergence properties of the variationally obtained solutions and compare them to numerically exact calculations in quantum critical systems. We demonstrate that interpreting the cost functional as an integral permits the deployment of iterative quadrature schemes, thereby reducing the required number of measurements by more than an order of magnitude even in the presence of noise. We further show that a modified ansatz captures deviations from the Bisognano-Wichmann form in lattice models, improves convergence, improves trainability and provides a cost-function-level diagnostic for quantum phase transitions. Finally, we establish that a low cost value does not by itself guarantee convergence in trace distance. Nevertheless, it faithfully reproduces degeneracies and spectral gaps, which are essential for applications to topological phases.

Abstract:Recent advances in analog and digital quantum-simulation platforms have enabled exploration of the spectrum of entanglement Hamiltonians via variational algorithms. In this work we analyze the convergence properties of the variationally obtained solutions and compare them to numerically exact calculations in quantum critical systems. We demonstrate that interpreting the cost functional as an integral permits the deployment of iterative quadrature schemes, thereby reducing the required number of measurements by more than an order of magnitude even in the presence of noise. We further show that a modified ansatz captures deviations from the Bisognano-Wichmann form in lattice models, improves convergence, improves trainability and provides a cost-function-level diagnostic for quantum phase transitions. Finally, we establish that a low cost value does not by itself guarantee convergence in trace distance. Nevertheless, it faithfully reproduces degeneracies and spectral gaps, which are essential for applications to topological phases.

Quantum Physics (quant-ph); Strongly Correlated Electrons (cond-mat.str-el)

arXiv:2505.10530 [quant-ph]

(or arXiv:2505.10530v2 [quant-ph] for this version)

https://doi.org/10.48550/arXiv.2505.10530 Focus to learn more arXiv-issued DOI via DataCite

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Full text under the publisher's open licence · 239 words

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