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Non-Markovian cost function for quantum error mitigation with Dirac Gamma matrices representation
This paper investigates the non-Markovian cost function in quantum error mitigation (QEM) and employs Dirac Gamma matrices to illustrate two-qubit operators, significant in relativistic quantum mechanics. Amid the focus on error reduction in noisy intermediate-scale quantum (NISQ) devices, understan...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654775/ https://www.ncbi.nlm.nih.gov/pubmed/37973833 http://dx.doi.org/10.1038/s41598-023-45053-y |
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author | Ahn, Doyeol |
author_facet | Ahn, Doyeol |
author_sort | Ahn, Doyeol |
collection | PubMed |
description | This paper investigates the non-Markovian cost function in quantum error mitigation (QEM) and employs Dirac Gamma matrices to illustrate two-qubit operators, significant in relativistic quantum mechanics. Amid the focus on error reduction in noisy intermediate-scale quantum (NISQ) devices, understanding non-Markovian noise, commonly found in solid-state quantum computers, is crucial. We propose a non-Markovian model for quantum state evolution and a corresponding QEM cost function, using simple harmonic oscillators as a proxy for environmental noise. Owing to their shared algebraic structure with two-qubit gate operators, Gamma matrices allow for enhanced analysis and manipulation of these operators. We evaluate the fluctuations of the output quantum state across various input states for identity and SWAP gate operations, and by comparing our findings with ion-trap and superconducting quantum computing systems' experimental data, we derive essential QEM cost function parameters. Our findings indicate a direct relationship between the quantum system's coupling strength with its environment and the QEM cost function. The research highlights non-Markovian models' importance in understanding quantum state evolution and assessing experimental outcomes from NISQ devices. |
format | Online Article Text |
id | pubmed-10654775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106547752023-11-16 Non-Markovian cost function for quantum error mitigation with Dirac Gamma matrices representation Ahn, Doyeol Sci Rep Article This paper investigates the non-Markovian cost function in quantum error mitigation (QEM) and employs Dirac Gamma matrices to illustrate two-qubit operators, significant in relativistic quantum mechanics. Amid the focus on error reduction in noisy intermediate-scale quantum (NISQ) devices, understanding non-Markovian noise, commonly found in solid-state quantum computers, is crucial. We propose a non-Markovian model for quantum state evolution and a corresponding QEM cost function, using simple harmonic oscillators as a proxy for environmental noise. Owing to their shared algebraic structure with two-qubit gate operators, Gamma matrices allow for enhanced analysis and manipulation of these operators. We evaluate the fluctuations of the output quantum state across various input states for identity and SWAP gate operations, and by comparing our findings with ion-trap and superconducting quantum computing systems' experimental data, we derive essential QEM cost function parameters. Our findings indicate a direct relationship between the quantum system's coupling strength with its environment and the QEM cost function. The research highlights non-Markovian models' importance in understanding quantum state evolution and assessing experimental outcomes from NISQ devices. Nature Publishing Group UK 2023-11-16 /pmc/articles/PMC10654775/ /pubmed/37973833 http://dx.doi.org/10.1038/s41598-023-45053-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Ahn, Doyeol Non-Markovian cost function for quantum error mitigation with Dirac Gamma matrices representation |
title | Non-Markovian cost function for quantum error mitigation with Dirac Gamma matrices representation |
title_full | Non-Markovian cost function for quantum error mitigation with Dirac Gamma matrices representation |
title_fullStr | Non-Markovian cost function for quantum error mitigation with Dirac Gamma matrices representation |
title_full_unstemmed | Non-Markovian cost function for quantum error mitigation with Dirac Gamma matrices representation |
title_short | Non-Markovian cost function for quantum error mitigation with Dirac Gamma matrices representation |
title_sort | non-markovian cost function for quantum error mitigation with dirac gamma matrices representation |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654775/ https://www.ncbi.nlm.nih.gov/pubmed/37973833 http://dx.doi.org/10.1038/s41598-023-45053-y |
work_keys_str_mv | AT ahndoyeol nonmarkoviancostfunctionforquantumerrormitigationwithdiracgammamatricesrepresentation |