Nonequilibrium quantum Monte Carlo algorithm for stabilizer Rényi entropy in spin systems

Quantum magic, or nonstabilizerness, provides a crucial characterization of quantum systems, regarding the classical simulability with stabilizer states. In this work, we propose an alternative and efficient algorithm for computing stabilizer R\'enyi entropy, one of the measures for quantum magic, in spin systems with sign-problem free Hamiltonians. This algorithm is based on the quantum Monte Carlo simulation of the path integral of the work between two partition function ensembles and it applies to all spatial dimensions and temperatures. We demonstrate this algorithm on the one- and two-dimensional transverse field Ising model at both finite and zero temperatures and show the quantitative agreements with tensor-network based algorithms. We analyze the computational cost and provide analytical and numerical evidences for it to be polynomial in system size. This work also suggests a unifying framework for calculating various types of entropy quantities including entanglement R\'enyi entropy and entanglement R\'enyi negativity.

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Publication Details

Journal
Physical review. B./Physical review. B
Published
2025-02-20
DOI
https://doi.org/10.1103/physrevb.111.085144
Citations
14
Primary Topic
Quantum many-body systems
Type
article
Field-Weighted Citation Impact
17.45

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article

Nonequilibrium quantum Monte Carlo algorithm for stabilizer Rényi entropy in spin systems

Bryan K. Clark, Z.-C. Liu
14 citations
Physical review. B./Physical review. B
Quantum many-body systems
17.45
article

Nonequilibrium quantum Monte Carlo algorithm for stabilizer Rényi entropy in spin systems

Bryan K. Clark, Z.-C. Liu
article en
14 citations

Abstract

Quantum magic, or nonstabilizerness, provides a crucial characterization of quantum systems, regarding the classical simulability with stabilizer states. In this work, we propose an alternative and efficient algorithm for computing stabilizer R\'enyi entropy, one of the measures for quantum magic, in spin systems with sign-problem free Hamiltonians. This algorithm is based on the quantum Monte Carlo simulation of the path integral of the work between two partition function ensembles and it applies to all spatial dimensions and temperatures. We demonstrate this algorithm on the one- and two-dimensional transverse field Ising model at both finite and zero temperatures and show the quantitative agreements with tensor-network based algorithms. We analyze the computational cost and provide analytical and numerical evidences for it to be polynomial in system size. This work also suggests a unifying framework for calculating various types of entropy quantities including entanglement R\'enyi entropy and entanglement R\'enyi negativity.

Physical review. B./Physical review. BVol. 111(8)
University of Illinois Urbana-Champaign (US)
National Science Foundation, University of Illinois at Urbana-Champaign
Affordable and clean energy
Openalex Percentile: Top 1%
Quantum many-body systems
17.45
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