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This review synthesizes recent advances in adapting Quantum Monte Carlo methods to extract nonlinear quantum information diagnostics, such as entanglement spectra and stabilizer entropies, from strongly correlated many-body systems. By bridging numerical simulation with information-theoretic perspectives, the work offers a unified framework for analyzing decoherence-driven phenomena and symmetry breaking in qubit and bosonic platforms. These developments are critical for advancing our ability to characterize complex quantum states beyond conventional linear observables.
Quantum Monte Carlo in the Age of Many-Body Quantum Information
arXiv:2608.23231v1 Announce Type: new Abstract: Quantum Monte Carlo (QMC) methods are among the central numerical tools for studying strongly correlated quantum many-body systems, particularly in higher dimensions. As quantum information has introduced new information-theoretic perspectives and diagnostics into many-body physics, QMC methods have accordingly been extended beyond the measurement of conventional linear observables. This review summarizes recent progress in adapting QMC to many-body quantum-information, focusing on qubit or spin-$1/2$ systems as a concrete setting while keeping the discussion broadly applicable to qudit and bosonic systems. We present a unified perspective on the extraction of nonlinear diagnostics, including entanglement entropies and entanglement spectra, R\'enyi negativities for mixed-state entanglement, stabilizer entropies for quantum magic, and decoherence-driven phenomena such as the interplay between imaginary-time evolution and decoherence and strong-to-weak spontaneous symmetry breaking.
Abstract:Quantum Monte Carlo (QMC) methods are among the central numerical tools for studying strongly correlated quantum many-body systems, particularly in higher dimensions. As quantum information has introduced new information-theoretic perspectives and diagnostics into many-body physics, QMC methods have accordingly been extended beyond the measurement of conventional linear observables. This review summarizes recent progress in adapting QMC to many-body quantum-information, focusing on qubit or spin-$1/2$ systems as a concrete setting while keeping the discussion broadly applicable to qudit and bosonic systems. We present a unified perspective on the extraction of nonlinear diagnostics, including entanglement entropies and entanglement spectra, Rényi negativities for mixed-state entanglement, stabilizer entropies for quantum magic, and decoherence-driven phenomena such as the interplay between imaginary-time evolution and decoherence and strong-to-weak spontaneous symmetry breaking.
Quantum Physics (quant-ph); Statistical Mechanics (cond-mat.stat-mech); Strongly Correlated Electrons (cond-mat.str-el)
arXiv:2608.23231 [quant-ph]
(or arXiv:2608.23231v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2608.23231 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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