Mainak Roy, Jessica John Britto, Ryan Hill, Victor Onofre
{"title":"Simulating open quantum systems using noise models and NISQ devices with error mitigation","authors":"Mainak Roy, Jessica John Britto, Ryan Hill, Victor Onofre","doi":"arxiv-2401.06535","DOIUrl":null,"url":null,"abstract":"In this work, we present simulations of two Open Quantum System models,\nCollisional and Markovian Reservoir, with noise simulations, the IBM devices\n($\\textit{ibm_kyoto}$, $\\textit{ibm_osaka}$) and the OQC device Lucy. Extending\nthe results of Garc\\'ia-P\\'erez, et al. [npj Quantum Information 6.1 (2020):\n1]. Using the Mitiq toolkit, we apply Zero-Noise extrapolation (ZNE), an error\nmitigation technique, and analyze their deviation from the theoretical results\nfor the models under study. For both models, by applying ZNE, we were able to\nreduce the error and overlap it with the theoretical results. All our\nsimulations and experiments were done in the qBraid environment.","PeriodicalId":501226,"journal":{"name":"arXiv - PHYS - Quantum Physics","volume":"255 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-01-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Quantum Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2401.06535","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.