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Quantum walk processes in quantum devices

Simulation and programming of current quantum computers as Noisy Intermediate-Scale Quantum (NISQ) devices represent a hot topic at the border of current physical and information sciences. The quantum walk process represents a basic subroutine in many quantum algorithms and plays an important role i...

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Autores principales: Madhu, Anandu Kalleri, Melnikov, Alexey A., Fedichkin, Leonid E., Alodjants, Alexander P., Lee, Ray-Kuang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9988498/
https://www.ncbi.nlm.nih.gov/pubmed/36895413
http://dx.doi.org/10.1016/j.heliyon.2023.e13416
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author Madhu, Anandu Kalleri
Melnikov, Alexey A.
Fedichkin, Leonid E.
Alodjants, Alexander P.
Lee, Ray-Kuang
author_facet Madhu, Anandu Kalleri
Melnikov, Alexey A.
Fedichkin, Leonid E.
Alodjants, Alexander P.
Lee, Ray-Kuang
author_sort Madhu, Anandu Kalleri
collection PubMed
description Simulation and programming of current quantum computers as Noisy Intermediate-Scale Quantum (NISQ) devices represent a hot topic at the border of current physical and information sciences. The quantum walk process represents a basic subroutine in many quantum algorithms and plays an important role in studying physical phenomena. Simulating quantum walk processes is computationally challenging for classical processors. With an increasing improvement in qubits fidelity and qubits number in a single register, there is a potential to improve quantum walks simulations substantially. However, efficient ways to simulate quantum walks in qubit registers still have to be explored. Here, we explore the relationship between quantum walk on graphs and quantum circuits. Firstly, we discuss ways to obtain graphs provided quantum circuit. We then explore techniques to represent quantum walk on a graph as a quantum circuit. Specifically, we study hypercube graphs and arbitrary graphs. Our approach to studying the relationship between graphs and quantum circuits paves way for the efficient implementation of quantum walks algorithms on quantum computers.
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spelling pubmed-99884982023-03-08 Quantum walk processes in quantum devices Madhu, Anandu Kalleri Melnikov, Alexey A. Fedichkin, Leonid E. Alodjants, Alexander P. Lee, Ray-Kuang Heliyon Research Article Simulation and programming of current quantum computers as Noisy Intermediate-Scale Quantum (NISQ) devices represent a hot topic at the border of current physical and information sciences. The quantum walk process represents a basic subroutine in many quantum algorithms and plays an important role in studying physical phenomena. Simulating quantum walk processes is computationally challenging for classical processors. With an increasing improvement in qubits fidelity and qubits number in a single register, there is a potential to improve quantum walks simulations substantially. However, efficient ways to simulate quantum walks in qubit registers still have to be explored. Here, we explore the relationship between quantum walk on graphs and quantum circuits. Firstly, we discuss ways to obtain graphs provided quantum circuit. We then explore techniques to represent quantum walk on a graph as a quantum circuit. Specifically, we study hypercube graphs and arbitrary graphs. Our approach to studying the relationship between graphs and quantum circuits paves way for the efficient implementation of quantum walks algorithms on quantum computers. Elsevier 2023-02-08 /pmc/articles/PMC9988498/ /pubmed/36895413 http://dx.doi.org/10.1016/j.heliyon.2023.e13416 Text en © 2023 The Authors https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Research Article
Madhu, Anandu Kalleri
Melnikov, Alexey A.
Fedichkin, Leonid E.
Alodjants, Alexander P.
Lee, Ray-Kuang
Quantum walk processes in quantum devices
title Quantum walk processes in quantum devices
title_full Quantum walk processes in quantum devices
title_fullStr Quantum walk processes in quantum devices
title_full_unstemmed Quantum walk processes in quantum devices
title_short Quantum walk processes in quantum devices
title_sort quantum walk processes in quantum devices
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9988498/
https://www.ncbi.nlm.nih.gov/pubmed/36895413
http://dx.doi.org/10.1016/j.heliyon.2023.e13416
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