Auxiliary-field Monte Carlo method for frustrated spin systems

Abstract We extend a semiclassical numerical method, bosonic auxiliary-field Monte Carlo, to quantum spin systems. This method breaks the lattice into clusters, solves each cluster precisely and couples them with classical auxiliary fields through classical Monte Carlo simulation. We test the method with antiferromagnetic spin models in one-dimensional chains, square lattices and triangular lattices, and obtain reasonable results at finite temperatures. This algorithm builds a bridge between classical Monte Carlo method and quantum methods. The algorithm can be improved with either progress in classical Monte Carlo sampling or the development of quantum solvers, and can also be further applied to systems with different lattices or interactions.

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Publication Details

Journal
Chinese Physics B
Published
2025-01-01
DOI
https://doi.org/10.1088/1674-1056/ada758
Primary Topic
Physics of Superconductivity and Magnetism
Type
article
Field-Weighted Citation Impact
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Auxiliary-field Monte Carlo method for frustrated spin systems

Yuan Gao, Ning Cai, Yang Qi, Wei Li
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Chinese Physics B
Physics of Superconductivity and Magnetism
article

Auxiliary-field Monte Carlo method for frustrated spin systems

Yuan Gao, Ning Cai, Yang Qi, Wei Li
article en

Abstract

Abstract We extend a semiclassical numerical method, bosonic auxiliary-field Monte Carlo, to quantum spin systems. This method breaks the lattice into clusters, solves each cluster precisely and couples them with classical auxiliary fields through classical Monte Carlo simulation. We test the method with antiferromagnetic spin models in one-dimensional chains, square lattices and triangular lattices, and obtain reasonable results at finite temperatures. This algorithm builds a bridge between classical Monte Carlo method and quantum methods. The algorithm can be improved with either progress in classical Monte Carlo sampling or the development of quantum solvers, and can also be further applied to systems with different lattices or interactions.

Chinese Physics BVol. 34(2)
Chinese Academy of Sciences (CN), Fudan University (CN), Institute of Theoretical Physics (CN), State Key Laboratory of Surface Physics, Beihang University (CN)
Openalex Percentile: Top 100%
Physics of Superconductivity and Magnetism
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