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  Multifractal dimensions for random matrices, chaotic quantum maps, and many-body systems

Bäcker, A., Haque, M., & Khaymovich, I. M. (2019). Multifractal dimensions for random matrices, chaotic quantum maps, and many-body systems. Physical Review E, 100(3): 032117. doi:10.1103/PhysRevE.100.032117.

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Multifractal dimensions allow for characterizing the localization properties of states in complex quantum systems. For ergodic states the finite-size versions of fractal dimensions converge to unity in the limit of large system size. However, the approach to the limiting behavior is remarkably slow. Thus, an understanding of the scaling and finite-size properties of fractal dimensions is essential. We present such a study for random matrix ensembles, and compare with two chaotic quantum systems—the kicked rotor and a spin chain. For random matrix ensembles we analytically obtain the finite-size dependence of the mean behavior of the multifractal dimensions, which provides a lower bound to the typical (logarithmic) averages. We show that finite statistics has remarkably strong effects, so that even random matrix computations deviate from analytic results (and show strong sample-to-sample variation), such that restoring agreement requires exponentially large sample sizes. For the quantized standard map (kicked rotor) the multifractal dimensions are found to follow the random matrix predictions closely, with the same finite statistics effects. For a XXZ spin-chain we find significant deviations from the random matrix prediction—the large-size scaling follows a system-specific path towards unity. This suggests that local many-body Hamiltonians are “weakly ergodic,” in the sense that their eigenfunction statistics deviate from random matrix theory.
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 Creators:
Bäcker, Arnd1, 2, Author           
Haque, Masudul2, 3, Author           
Khaymovich, Ivan M.2, Author           
Affiliations:
1Technische Universität Dresden, Institut für Theoretische Physik and Center for Dynamics, 01062 Dresden, Germany, ou_persistent22              
2Max Planck Institute for the Physics of Complex Systems, Max Planck Society, ou_2117288              
3Department of Theoretical Physics, Maynooth University, Co. , Kildare, Ireland, ou_persistent22              

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 MPIPKS: Semiclassics and chaos in quantum systems
 Abstract: Multifractal dimensions allow for characterizing the localization properties of states in complex quantum
systems. For ergodic states the finite-size versions of fractal dimensions converge to unity in the limit of large
system size. However, the approach to the limiting behavior is remarkably slow. Thus, an understanding of the
scaling and finite-size properties of fractal dimensions is essential. We present such a study for random matrix
ensembles, and compare with two chaotic quantum systems—the kicked rotor and a spin chain. For random
matrix ensembles we analytically obtain the finite-size dependence of the mean behavior of the multifractal
dimensions, which provides a lower bound to the typical (logarithmic) averages. We show that finite statistics
has remarkably strong effects, so that even random matrix computations deviate from analytic results (and show
strong sample-to-sample variation), such that restoring agreement requires exponentially large sample sizes. For
the quantized standard map (kicked rotor) the multifractal dimensions are found to follow the random matrix
predictions closely, with the same finite statistics effects. For a XXZ spin-chain we find significant deviations
from the random matrix prediction—the large-size scaling follows a system-specific path towards unity. This
suggests that local many-body Hamiltonians are “weakly ergodic,” in the sense that their eigenfunction statistics
deviate from random matrix theory.

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 Dates: 2019-05-082019-09-112019-09-01
 Publication Status: Issued
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 Rev. Type: -
 Identifiers: DOI: 10.1103/PhysRevE.100.032117
arXiv: 1905.03099
 Degree: -

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Title: Physical Review E
  Other : Phys. Rev. E
Source Genre: Journal
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Publ. Info: Melville, NY : American Physical Society
Pages: - Volume / Issue: 100 (3) Sequence Number: 032117 Start / End Page: - Identifier: ISSN: 1539-3755
CoNE: https://pure.mpg.de/cone/journals/resource/954925225012