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Superstatistics and non-Gaussian diffusion

  • Brownian motion and viscoelastic anomalous diffusion in homogeneous environments are intrinsically Gaussian processes. In a growing number of systems, however, non-Gaussian displacement distributions of these processes are being reported. The physical cause of the non-Gaussianity is typically seen in different forms of disorder. These include, for instance, imperfect "ensembles" of tracer particles, the presence of local variations of the tracer mobility in heteroegenous environments, or cases in which the speed or persistence of moving nematodes or cells are distributed. From a theoretical point of view stochastic descriptions based on distributed ("superstatistical") transport coefficients as well as time-dependent generalisations based on stochastic transport parameters with built-in finite correlation time are invoked. After a brief review of the history of Brownian motion and the famed Gaussian displacement distribution, we here provide a brief introduction to the phenomenon of non-Gaussianity and the stochastic modelling inBrownian motion and viscoelastic anomalous diffusion in homogeneous environments are intrinsically Gaussian processes. In a growing number of systems, however, non-Gaussian displacement distributions of these processes are being reported. The physical cause of the non-Gaussianity is typically seen in different forms of disorder. These include, for instance, imperfect "ensembles" of tracer particles, the presence of local variations of the tracer mobility in heteroegenous environments, or cases in which the speed or persistence of moving nematodes or cells are distributed. From a theoretical point of view stochastic descriptions based on distributed ("superstatistical") transport coefficients as well as time-dependent generalisations based on stochastic transport parameters with built-in finite correlation time are invoked. After a brief review of the history of Brownian motion and the famed Gaussian displacement distribution, we here provide a brief introduction to the phenomenon of non-Gaussianity and the stochastic modelling in terms of superstatistical and diffusing-diffusivity approaches.zeige mehrzeige weniger

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Metadaten
Verfasserangaben:Ralf MetzlerORCiDGND
DOI:https://doi.org/10.1140/epjst/e2020-900210-x
ISSN:1951-6355
ISSN:1951-6401
Titel des übergeordneten Werks (Englisch):The European physical journal special topics
Verlag:Springer
Verlagsort:Heidelberg
Publikationstyp:Rezension
Sprache:Englisch
Datum der Erstveröffentlichung:12.03.2020
Erscheinungsjahr:2020
Datum der Freischaltung:25.11.2022
Freies Schlagwort / Tag:Brownian diffusion; anomalous diffusion; dynamics; kinetic-theory; models; motion; nanoparticles; nonergodicity; statistics; subdiffusion
Band:229
Ausgabe:5
Seitenanzahl:18
Erste Seite:711
Letzte Seite:728
Fördernde Institution:Projekt DEAL; Deutsche ForschungsgemeinschaftGerman Research Foundation; (DFG) [ME 1535/7-1]; Foundation for Polish Science (Fundacja na rzecz; Nauki Polskiej) within an Alexander von Humboldt Polish Honorary; Research Scholarship
Fördernummer:ME 1535/7-1
Organisationseinheiten:Mathematisch-Naturwissenschaftliche Fakultät / Institut für Physik und Astronomie
DDC-Klassifikation:5 Naturwissenschaften und Mathematik / 53 Physik / 530 Physik
Peer Review:Referiert
Publikationsweg:Open Access / Hybrid Open-Access
Lizenz (Deutsch):License LogoCC-BY - Namensnennung 4.0 International
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