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Generate the detector error model (DEM) using Stim

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quant-ph 1

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Fast and accurate AI-based pre-decoders for surface codes

quant-ph · 2026-04-14 · unverdicted · novelty 7.0

AI pre-decoders achieve O(1 μs) per round decoding runtimes on GPUs for surface codes while improving logical error rates over global decoding alone and enabling data-driven noise weight estimation.

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  • Fast and accurate AI-based pre-decoders for surface codes quant-ph · 2026-04-14 · unverdicted · none · ref 13

    AI pre-decoders achieve O(1 μs) per round decoding runtimes on GPUs for surface codes while improving logical error rates over global decoding alone and enabling data-driven noise weight estimation.