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From Local Correction to Global Logical Verification: Two-Stage Machine Learning Decoding for Surface Codes

Quantum error correction (QEC) is indispensable for suppressing noise in near-term and future quantum processors. Most neural decoders proposed for the surface code exploit predominantly local syndrome neighborhoods, which limits their ability to capture lattice-wide correlations. To overcome this l...

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Principais autores: Xueqiao Wang, Chenhao Huang, Xingkui Fan
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2026-05-01
Series:Applied Sciences
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Acceso en liña:https://www.mdpi.com/2076-3417/16/11/5409
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