Noise-Tailored Constructions for Spin Wigner Function Kernels

Michael Hanks, Soovin Lee, M.S. Kim
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Abstract

The effective use of noisy intermediate-scale quantum devices requires error mitigation to improve the accuracy of sampled measurement distributions. The more accurately the effects of noise on these distributions can be modeled, the more closely error mitigation will be able to approach theoretical bounds. The characterization of noisy quantum channels and the inference of their effects on general observables are challenging problems, but in many cases a change in representation can greatly simplify the analysis. Here, spin Wigner functions for multiqudit systems are investigated. This study generalizes previous kernel constructions, capturing the effects of several probabilistic unitary noise models in few parameters.

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自旋维格纳函数核的噪声裁剪构造
要有效利用有噪声的中间尺度量子器件,就必须减少误差,以提高采样测量分布的准确性。对噪声对这些分布的影响建模越精确,误差缓解就越能接近理论界限。噪声量子通道的表征及其对一般观测指标影响的推断是极具挑战性的问题,但在许多情况下,改变表征方式可以大大简化分析。这里研究的是多量子系统的自旋维格纳函数。这项研究概括了以前的核构造,用很少的参数捕捉了几种概率单元噪声模型的影响。
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