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This research introduces Code Swendsen-Wang dynamics, a novel Markov chain designed to efficiently sample Gibbs states for quantum and classical code Hamiltonians near phase transitions. By generalizing the Swendsen-Wang algorithm used in Ising models, the method successfully resolves long-standing mixing challenges for topological order systems, including the 4D toric code. The work establishes a critical theoretical bridge between classical statistical mechanics techniques and quantum error correction landscapes.
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Code Swendsen-Wang Dynamics

arXiv2 min de cititArticolul și perspectiva sunt în engleză.

arXiv:2510.08446v4 Announce Type: replace Abstract: Recent advances in quantum Gibbs sampling leave open the central question of rapid mixing near and below phase transitions. This challenge is especially relevant for code Hamiltonians whose Gibbs states capture phenomena such as the thermal stability of quantum topological order. In this work, we formulate a new Markov chain, Code Swendsen-Wang dynamics, which uses global updates to prepare the Gibbs states of arbitrary code Hamiltonians. We establish Code Swendsen-Wang dynamics as the right generalization of Swendsen-Wang dynamics for the Ising model to quantum and classical code Hamiltonians: it mixes rapidly for all previously known code Hamiltonians with efficient Gibbs samplers, resolves the central open case of the 4D toric code, and meets fundamental barriers exactly at first-order phase transitions.

Abstract:Recent advances in quantum Gibbs sampling leave open the central question of rapid mixing near and below phase transitions. This challenge is especially relevant for code Hamiltonians whose Gibbs states capture phenomena such as the thermal stability of quantum topological order. In this work, we formulate a new Markov chain, Code Swendsen-Wang dynamics, which uses global updates to prepare the Gibbs states of arbitrary code Hamiltonians. We establish Code Swendsen-Wang dynamics as the right generalization of Swendsen-Wang dynamics for the Ising model to quantum and classical code Hamiltonians: it mixes rapidly for all previously known code Hamiltonians with efficient Gibbs samplers, resolves the central open case of the 4D toric code, and meets fundamental barriers exactly at first-order phase transitions.

Quantum Physics (quant-ph); Mathematical Physics (math-ph); Probability (math.PR)

arXiv:2510.08446 [quant-ph]

(or arXiv:2510.08446v4 [quant-ph] for this version)

https://doi.org/10.48550/arXiv.2510.08446 Focus to learn more arXiv-issued DOI via DataCite

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