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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...
Autores principales: | , , , |
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Lenguaje: | eng |
Publicado: |
2023
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.22323/1.430.0016 http://cds.cern.ch/record/2847455 |
_version_ | 1780976777110224896 |
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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. |
id | cern-2847455 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2023 |
record_format | invenio |
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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