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Overcoming exponential volume scaling in quantum simulations of lattice gauge theories

Real-time evolution of quantum field theories using classical computers requires resources that scale exponentially with the number of lattice sites. Because of a fundamentally different computational strategy, quantum computers can in principle be used to perform detailed studies of these dynamics...

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Detalles Bibliográficos
Autores principales: Kane, Christopher F., Grabowska, Dorota M., Nachman, Benjamin, Bauer, Christian W.
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:https://dx.doi.org/10.22323/1.430.0016
http://cds.cern.ch/record/2847455
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author Kane, Christopher F.
Grabowska, Dorota M.
Nachman, Benjamin
Bauer, Christian W.
author_facet Kane, Christopher F.
Grabowska, Dorota M.
Nachman, Benjamin
Bauer, Christian W.
author_sort Kane, Christopher F.
collection CERN
description Real-time evolution of quantum field theories using classical computers requires resources that scale exponentially with the number of lattice sites. Because of a fundamentally different computational strategy, quantum computers can in principle be used to perform detailed studies of these dynamics from first principles. Before performing such calculations, it is important to ensure that the quantum algorithms used do not have a cost that scales exponentially with the volume. In these proceedings, we present an interesting test case: a formulation of a compact U(1) gauge theory in 2+1 dimensions free of gauge redundancies. A naive implementation onto a quantum circuit has a gate count that scales exponentially with the volume. We discuss how to break this exponential scaling by performing an operator redefinition that reduces the non-locality of the Hamiltonian. While we study only one theory as a test case, it is possible that the exponential gate scaling will persist for formulations of other gauge theories, including non-Abelian theories in higher dimensions.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2023
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spelling cern-28474552023-06-13T15:02:03Zdoi:10.22323/1.430.0016http://cds.cern.ch/record/2847455engKane, Christopher F.Grabowska, Dorota M.Nachman, BenjaminBauer, Christian W.Overcoming exponential volume scaling in quantum simulations of lattice gauge theoriesquant-phGeneral Theoretical Physicshep-latParticle Physics - LatticeReal-time evolution of quantum field theories using classical computers requires resources that scale exponentially with the number of lattice sites. Because of a fundamentally different computational strategy, quantum computers can in principle be used to perform detailed studies of these dynamics from first principles. Before performing such calculations, it is important to ensure that the quantum algorithms used do not have a cost that scales exponentially with the volume. In these proceedings, we present an interesting test case: a formulation of a compact U(1) gauge theory in 2+1 dimensions free of gauge redundancies. A naive implementation onto a quantum circuit has a gate count that scales exponentially with the volume. We discuss how to break this exponential scaling by performing an operator redefinition that reduces the non-locality of the Hamiltonian. While we study only one theory as a test case, it is possible that the exponential gate scaling will persist for formulations of other gauge theories, including non-Abelian theories in higher dimensions.Real-time evolution of quantum field theories using classical computers requires resources that scale exponentially with the number of lattice sites. Because of a fundamentally different computational strategy, quantum computers can in principle be used to perform detailed studies of these dynamics from first principles. Before performing such calculations, it is important to ensure that the quantum algorithms used do not have a cost that scales exponentially with the volume. In these proceedings, we present an interesting test case: a formulation of a compact U(1) gauge theory in 2+1 dimensions free of gauge redundancies. A naive implementation onto a quantum circuit has a gate count that scales exponentially with the volume. We discuss how to break this exponential scaling by performing an operator redefinition that reduces the non-locality of the Hamiltonian. While we study only one theory as a test case, it is possible that the exponential gate scaling will persist for formulations of other gauge theories, including non-Abelian theories in higher dimensions.arXiv:2212.04619oai:cds.cern.ch:28474552023
spellingShingle quant-ph
General Theoretical Physics
hep-lat
Particle Physics - Lattice
Kane, Christopher F.
Grabowska, Dorota M.
Nachman, Benjamin
Bauer, Christian W.
Overcoming exponential volume scaling in quantum simulations of lattice gauge theories
title Overcoming exponential volume scaling in quantum simulations of lattice gauge theories
title_full Overcoming exponential volume scaling in quantum simulations of lattice gauge theories
title_fullStr Overcoming exponential volume scaling in quantum simulations of lattice gauge theories
title_full_unstemmed Overcoming exponential volume scaling in quantum simulations of lattice gauge theories
title_short Overcoming exponential volume scaling in quantum simulations of lattice gauge theories
title_sort overcoming exponential volume scaling in quantum simulations of lattice gauge theories
topic quant-ph
General Theoretical Physics
hep-lat
Particle Physics - Lattice
url https://dx.doi.org/10.22323/1.430.0016
http://cds.cern.ch/record/2847455
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AT bauerchristianw overcomingexponentialvolumescalinginquantumsimulationsoflatticegaugetheories