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Quantum Spatial Search with Electric Potential: Long-Time Dynamics and Robustness to Noise

We present various results on the scheme introduced in a previous work, which is a quantum spatial-search algorithm on a two-dimensional (2D) square spatial grid, realized with a 2D Dirac discrete-time quantum walk (DQW) coupled to a Coulomb electric field centered on the the node to be found. In su...

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Autores principales: Fredon, Thibault, Zylberman, Julien, Arnault, Pablo, Debbasch, Fabrice
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777649/
https://www.ncbi.nlm.nih.gov/pubmed/36554183
http://dx.doi.org/10.3390/e24121778
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author Fredon, Thibault
Zylberman, Julien
Arnault, Pablo
Debbasch, Fabrice
author_facet Fredon, Thibault
Zylberman, Julien
Arnault, Pablo
Debbasch, Fabrice
author_sort Fredon, Thibault
collection PubMed
description We present various results on the scheme introduced in a previous work, which is a quantum spatial-search algorithm on a two-dimensional (2D) square spatial grid, realized with a 2D Dirac discrete-time quantum walk (DQW) coupled to a Coulomb electric field centered on the the node to be found. In such a walk, the electric term acts as the oracle of the algorithm, and the free walk (i.e., without electric term) acts as the “diffusion” part, as it is called in Grover’s algorithm. The results are the following. First, we run long time simulations of this electric Dirac DQW, and observe that there is a second localization peak around the node marked by the oracle, reached in a time [Formula: see text] , where N is the number of nodes of the 2D grid, with a localization probability scaling as [Formula: see text]. This matches the state-of-the-art 2D-DQW search algorithms before amplitude amplification We then study the effect of adding noise on the Coulomb potential, and observe that the walk, especially the second localization peak, is highly robust to spatial noise, more modestly robust to spatiotemporal noise, and that the first localization peak is even highly robust to spatiotemporal noise.
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spelling pubmed-97776492022-12-23 Quantum Spatial Search with Electric Potential: Long-Time Dynamics and Robustness to Noise Fredon, Thibault Zylberman, Julien Arnault, Pablo Debbasch, Fabrice Entropy (Basel) Article We present various results on the scheme introduced in a previous work, which is a quantum spatial-search algorithm on a two-dimensional (2D) square spatial grid, realized with a 2D Dirac discrete-time quantum walk (DQW) coupled to a Coulomb electric field centered on the the node to be found. In such a walk, the electric term acts as the oracle of the algorithm, and the free walk (i.e., without electric term) acts as the “diffusion” part, as it is called in Grover’s algorithm. The results are the following. First, we run long time simulations of this electric Dirac DQW, and observe that there is a second localization peak around the node marked by the oracle, reached in a time [Formula: see text] , where N is the number of nodes of the 2D grid, with a localization probability scaling as [Formula: see text]. This matches the state-of-the-art 2D-DQW search algorithms before amplitude amplification We then study the effect of adding noise on the Coulomb potential, and observe that the walk, especially the second localization peak, is highly robust to spatial noise, more modestly robust to spatiotemporal noise, and that the first localization peak is even highly robust to spatiotemporal noise. MDPI 2022-12-05 /pmc/articles/PMC9777649/ /pubmed/36554183 http://dx.doi.org/10.3390/e24121778 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Fredon, Thibault
Zylberman, Julien
Arnault, Pablo
Debbasch, Fabrice
Quantum Spatial Search with Electric Potential: Long-Time Dynamics and Robustness to Noise
title Quantum Spatial Search with Electric Potential: Long-Time Dynamics and Robustness to Noise
title_full Quantum Spatial Search with Electric Potential: Long-Time Dynamics and Robustness to Noise
title_fullStr Quantum Spatial Search with Electric Potential: Long-Time Dynamics and Robustness to Noise
title_full_unstemmed Quantum Spatial Search with Electric Potential: Long-Time Dynamics and Robustness to Noise
title_short Quantum Spatial Search with Electric Potential: Long-Time Dynamics and Robustness to Noise
title_sort quantum spatial search with electric potential: long-time dynamics and robustness to noise
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777649/
https://www.ncbi.nlm.nih.gov/pubmed/36554183
http://dx.doi.org/10.3390/e24121778
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