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  Fractional Brownian motion with random diffusivity: emerging residual nonergodicity below the correlation time

Wang, W., Cherstvy, A. G., Chechkin V, A., Thapa, S., Seno, F., Liu, X., & Metzler, R. (2020). Fractional Brownian motion with random diffusivity: emerging residual nonergodicity below the correlation time. Journal of Physics A, 53(47):. doi:10.1088/1751-8121/aba467.

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アイテムのパーマリンク: https://hdl.handle.net/21.11116/0000-0007-F468-1 版のパーマリンク: https://hdl.handle.net/21.11116/0000-0007-F46A-F
資料種別: 学術論文

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 作成者:
Wang, Wei1, 著者           
Cherstvy, Andrey G.2, 著者
Chechkin V, Aleksei2, 著者
Thapa, Samudrajit2, 著者
Seno, Flavio2, 著者
Liu, Xianbin2, 著者
Metzler, Ralf2, 著者
所属:
1Max Planck Institute for the Physics of Complex Systems, Max Planck Society, ou_2117288              
2external, ou_persistent22              

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 要旨: Numerous examples for a priori unexpected non-Gaussian behaviour for normal and anomalous diffusion have recently been reported in single-particle tracking experiments. Here, we address the case of non-Gaussian anomalous diffusion in terms of a random-diffusivity mechanism in the presence of power-law correlated fractional Gaussian noise. We study the ergodic properties of this model via examining the ensemble- and time-averaged mean-squared displacements as well as the ergodicity breaking parameter EB quantifying the trajectory-to-trajectory fluctuations of the latter. For long measurement times, interesting crossover behaviour is found as function of the correlation time tau characterising the diffusivity dynamics. We unveil that at short lag times the EB parameter reaches a universal plateau. The corresponding residual value of EB is shown to depend only on tau and the trajectory length. The EB parameter at long lag times, however, follows the same power-law scaling as for fractional Brownian motion. We also determine a corresponding plateau at short lag times for the discrete representation of fractional Brownian motion, absent in the continuous-time formulation. These analytical predictions are in excellent agreement with results of computer simulations of the underlying stochastic processes. Our findings can help distinguishing and categorising certain nonergodic and non-Gaussian features of particle displacements, as observed in recent single-particle tracking experiments.

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 日付: 2020-11-042020-11-27
 出版の状態: 出版
 ページ: -
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 目次: -
 査読: -
 識別子(DOI, ISBNなど): ISI: 000588562400001
DOI: 10.1088/1751-8121/aba467
 学位: -

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出版物 1

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出版物名: Journal of Physics A
  その他 : Journal of Physics A: Mathematical and Theoretical
  省略形 : J. Phys. A
種別: 学術雑誌
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出版社, 出版地: Bristol : IOP Pub.
ページ: - 巻号: 53 (47) 通巻号: 474001 開始・終了ページ: - 識別子(ISBN, ISSN, DOIなど): ISSN: 1751-8113
CoNE: https://pure.mpg.de/cone/journals/resource/954925513480_2