Simulating open quantum systems using noise models and NISQ devices with error mitigation

Mainak Roy, Jessica John Britto, Ryan Hill, Victor Onofre
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Abstract

In this work, we present simulations of two Open Quantum System models, Collisional and Markovian Reservoir, with noise simulations, the IBM devices ($\textit{ibm_kyoto}$, $\textit{ibm_osaka}$) and the OQC device Lucy. Extending the results of Garc\'ia-P\'erez, et al. [npj Quantum Information 6.1 (2020): 1]. Using the Mitiq toolkit, we apply Zero-Noise extrapolation (ZNE), an error mitigation technique, and analyze their deviation from the theoretical results for the models under study. For both models, by applying ZNE, we were able to reduce the error and overlap it with the theoretical results. All our simulations and experiments were done in the qBraid environment.
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利用噪声模型和具有误差缓解功能的 NISQ 器件模拟开放量子系统
在这项工作中,我们介绍了两种开放量子系统模型--碰撞模型和马尔可夫储层模型--的模拟,以及噪声模拟、IBM器件($\textit{ibm_kyoto}$, $\textit{ibm_osaka}$)和OQC器件Lucy。扩展了 Garc\'ia-P\'erez 等人的成果[npj Quantum Information 6.1 (2020):1]。利用 Mitiq 工具包,我们应用了零噪声外推法(Zero-Noise extrapolation,ZNE)这一减少误差的技术,并分析了它们与所研究模型的理论结果之间的偏差。对于这两个模型,通过应用 ZNE,我们能够减少误差并使其与理论结果重合。我们所有的模拟和实验都是在 qBraid 环境中完成的。
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