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English(EN) GSC-QEMit: A Telemetry-Driven Hierarchical Forecast-and-Bandit Framework for Adaptive Quantum Error Mitigation

GSC-QEMit框架将量子纠错能力提升9.0%

研究人员开发了GSC-QEMit,一个旨在自适应管理量子纠错的新框架。该系统利用遥测数据预测噪声波动,然后采用老虎机算法选择适当的纠错级别。在测试中,与未缓解的运行相比,GSC-QEMit将逻辑保真度提高了9.0%,同时还减少了不必要且资源消耗大的干预。 AI

影响 为量子计算引入了一种新颖的自适应纠错策略,有望提高可靠性和效率。

排序理由 这是一篇详细介绍量子纠错新框架的研究论文。

在 arXiv cs.LG 阅读 →

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GSC-QEMit框架将量子纠错能力提升9.0%

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报道来源 [2]

  1. arXiv cs.LG TIER_1 English(EN) · Steven Szachara, Sheeraja Rajakrishnan, Dylan Jay Van Allen, Jason Pollack, Travis Desell, Daniel Krutz ·

    GSC-QEMit:一种遥测驱动的层次化预测与老虎机框架,用于自适应量子纠错

    arXiv:2604.24551v1 Announce Type: cross Abstract: Quantum error mitigation (QEM) is essential for extracting reliable results from near-term quantum devices, yet practical deployments must balance mitigation strength against runtime overhead under time-varying noise. We introduce…

  2. arXiv cs.LG TIER_1 English(EN) · Daniel Krutz ·

    GSC-QEMit:一种遥测驱动的分层预测与老虎机框架,用于自适应量子纠错

    Quantum error mitigation (QEM) is essential for extracting reliable results from near-term quantum devices, yet practical deployments must balance mitigation strength against runtime overhead under time-varying noise. We introduce \emph{GSC-QEMit}, a telemetry-driven, \textbf{con…