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Overcoming exponential scaling with system size in Trotter-Suzuki implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theories

For many quantum systems of interest, the classical computational cost of simulating their time evolution scales exponentially in the system size. At the same time, quantum computers have been shown to allow for simulations of some of these systems using resources that scale polynomially with the sy...

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Detalles Bibliográficos
Autores principales: Grabowska, Dorota M., Kane, Christopher, Nachman, Benjamin, Bauer, Christian W.
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2824395
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author Grabowska, Dorota M.
Kane, Christopher
Nachman, Benjamin
Bauer, Christian W.
author_facet Grabowska, Dorota M.
Kane, Christopher
Nachman, Benjamin
Bauer, Christian W.
author_sort Grabowska, Dorota M.
collection CERN
description For many quantum systems of interest, the classical computational cost of simulating their time evolution scales exponentially in the system size. At the same time, quantum computers have been shown to allow for simulations of some of these systems using resources that scale polynomially with the system size. Given the potential for using quantum computers for simulations that are not feasible using classical devices, it is paramount that one studies the scaling of quantum algorithms carefully. This work identifies a term in the Hamiltonian of a class of constrained systems that naively requires quantum resources that scale exponentially in the system size. An important example is a compact U(1) gauge theory on lattices with periodic boundary conditions. Imposing the magnetic Gauss' law a priori introduces a constraint into that Hamiltonian that naively results in an exponentially deep circuit. A method is then developed that reduces this scaling to polynomial in the system size, using a redefinition of the operator basis. An explicit construction of the matrices defining the change of operator basis, as well as the scaling of the associated computational cost, is given.
id cern-2824395
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2022
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spelling cern-28243952023-01-31T10:59:16Zhttp://cds.cern.ch/record/2824395engGrabowska, Dorota M.Kane, ChristopherNachman, BenjaminBauer, Christian W.Overcoming exponential scaling with system size in Trotter-Suzuki implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theorieshep-phParticle Physics - Phenomenologyhep-latParticle Physics - Latticequant-phGeneral Theoretical PhysicsFor many quantum systems of interest, the classical computational cost of simulating their time evolution scales exponentially in the system size. At the same time, quantum computers have been shown to allow for simulations of some of these systems using resources that scale polynomially with the system size. Given the potential for using quantum computers for simulations that are not feasible using classical devices, it is paramount that one studies the scaling of quantum algorithms carefully. This work identifies a term in the Hamiltonian of a class of constrained systems that naively requires quantum resources that scale exponentially in the system size. An important example is a compact U(1) gauge theory on lattices with periodic boundary conditions. Imposing the magnetic Gauss' law a priori introduces a constraint into that Hamiltonian that naively results in an exponentially deep circuit. A method is then developed that reduces this scaling to polynomial in the system size, using a redefinition of the operator basis. An explicit construction of the matrices defining the change of operator basis, as well as the scaling of the associated computational cost, is given.arXiv:2208.03333CERN-TH-2022-133oai:cds.cern.ch:28243952022-08-05
spellingShingle hep-ph
Particle Physics - Phenomenology
hep-lat
Particle Physics - Lattice
quant-ph
General Theoretical Physics
Grabowska, Dorota M.
Kane, Christopher
Nachman, Benjamin
Bauer, Christian W.
Overcoming exponential scaling with system size in Trotter-Suzuki implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theories
title Overcoming exponential scaling with system size in Trotter-Suzuki implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theories
title_full Overcoming exponential scaling with system size in Trotter-Suzuki implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theories
title_fullStr Overcoming exponential scaling with system size in Trotter-Suzuki implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theories
title_full_unstemmed Overcoming exponential scaling with system size in Trotter-Suzuki implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theories
title_short Overcoming exponential scaling with system size in Trotter-Suzuki implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theories
title_sort overcoming exponential scaling with system size in trotter-suzuki implementations of constrained hamiltonians: 2+1 u(1) lattice gauge theories
topic hep-ph
Particle Physics - Phenomenology
hep-lat
Particle Physics - Lattice
quant-ph
General Theoretical Physics
url http://cds.cern.ch/record/2824395
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AT kanechristopher overcomingexponentialscalingwithsystemsizeintrottersuzukiimplementationsofconstrainedhamiltonians21u1latticegaugetheories
AT nachmanbenjamin overcomingexponentialscalingwithsystemsizeintrottersuzukiimplementationsofconstrainedhamiltonians21u1latticegaugetheories
AT bauerchristianw overcomingexponentialscalingwithsystemsizeintrottersuzukiimplementationsofconstrainedhamiltonians21u1latticegaugetheories