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Quantum Error Correction Fault Tolerance Quantum Machine Learning Entanglement Theory Quantum Correlations

Distributed Hyperbolic Floquet Codes under Depolarizing and Erasure Noise

arXiv
Authors: Aygul Azatovna Galimova

Year

2026

Paper ID

10348

Status

Preprint

Abstract Read

~2 min

Abstract Words

159

Citations

N/A

Abstract

Distributing qubits across quantum processing units (QPUs) connected by shared entanglement enables scaling beyond monolithic architectures. Hyperbolic Floquet codes use only weight-2 measurements and are good candidates for distributed quantum error correcting codes. We construct hyperbolic and semi-hyperbolic Floquet codes from \{8,3\}, \{10,3\}, and \{12,3\} tessellations via the Wythoff kaleidoscopic construction with the Low-Index Normal Subgroups (LINS) algorithm and distribute them across QPUs via spectral bisection. The \{10,3\} and \{12,3\} families are new to hyperbolic Floquet codes. We simulate these distributed codes under four noise models: depolarizing, SDEM3, correlated EM3, and erasure. With depolarizing noise $plocal = 0.03\%$, fine-grained codes achieve non-local pseudo-thresholds up to 3.0% for \{8,3\}, 3.0% for \{10,3\}, and 1.75% for \{12,3\}. Correlated EM3 yields pseudo-thresholds up to 0.75% for \{8,3\}, 0.75% for \{10,3\}, and 0.50% for \{12,3\}; crossing-based thresholds from same-k families are {sim}1.75--2.9\% across all tessellations. Using the SDEM3 model, fine-grained codes achieve distributed pseudo-thresholds of 1.75% for \{8,3\}, 1.25% for \{10,3\}, and 1.00% for \{12,3\}. Under erasure noise motivated by spin-optical architectures, thresholds at 1% local loss are 35--40% for \{8,3\}, 30--35% for \{10,3\}, and 25--30% for \{12,3\}.

Why This Paper Matters

  • This paper contributes to the Quantum Machine Learning research area in the Quantum Articles archive.
  • It adds a 2026 reference point for readers tracking recent quantum research.
  • Distributing qubits across quantum processing units (QPUs) connected by shared entanglement enables scaling beyond monolithic architectures.

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