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  Locally accurate tensor networks for thermal states and time evolution

Alhambra, Á. M., & Cirac, J. I. (2021). Locally accurate tensor networks for thermal states and time evolution. PRX Quantum, 2(4): 040331. doi:10.1103/PRXQuantum.2.040331.

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2106.00710v1 (Preprint), 2MB
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 Creators:
Alhambra, Álvaro M.1, 2, Author           
Cirac, J. Ignacio1, 2, Author           
Affiliations:
1Theory, Max Planck Institute of Quantum Optics, Max Planck Society, ou_1445571              
2MCQST - Munich Center for Quantum Science and Technology, External Organizations, ou_3330166              

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Free keywords: Condensed Matter, Strongly Correlated Electrons, cond-mat.str-el
 Abstract: Tensor network methods are routinely used in approximating various
equilibrium and non-equilibrium scenarios, with the algorithms requiring a
small bond dimension at low enough time or inverse temperature. These
approaches so far lacked a rigorous mathematical justification, since existing
approximations to thermal states and time evolution demand a bond dimension
growing with system size. To address this problem, we construct PEPOs that
approximate, for all local observables, \emph{i)} their thermal expectation
values and \emph{ii)} their Heisenberg time evolution. The bond dimension
required does not depend on system size, but only on the temperature or time.
We also show how these can be used to approximate thermal correlation functions
and expectation values in quantum quenches.

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Language(s): eng - English
 Dates: 2021-06-012021-10-202021-11-10
 Publication Status: Published online
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: Peer
 Identifiers: arXiv: 2106.00710v1
DOI: 10.1103/PRXQuantum.2.040331
Other: 6207
 Degree: -

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Funding program : -
Funding organization : Alexander von Humboldt Foundation
Project name : ERC Advanced Grant QUENOCOBA; D-ACH Lead-Agency Agreement, project No. 414325145 (BEYOND C)
Grant ID : 742102
Funding program : EU Horizon 2020 program
Funding organization : European Commission (EC)

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Title: PRX Quantum
Source Genre: Journal
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Publ. Info: APS
Pages: - Volume / Issue: 2 (4) Sequence Number: 040331 Start / End Page: - Identifier: Other: 2691-3399 (online only)
CoNE: https://pure.mpg.de/cone/journals/resource/journals/resource/2691-3399