Non-Gaussianity and varying scaling exponents in long-range dependent motion
Statistical Physics and Complexity Group meeting
Non-Gaussianity and varying scaling exponents in long-range dependent motion
- Event time: 3:00pm until 4:00pm
- Event date: 8th October 2024
- Speaker: Professor Ralf Metzler (University of Potsdam)
- Location: Online - see email invite.
Event details
Stochastic processes with long-range dependent correlations naturally emerge in many systems when degrees of freedom are integrated out, apart from the dynamic of the (tracer) particle of interest. In non-equilibrium situations, the resulting overdamped dynamics often corresponds to fractional Brownian motion (FBM). In disordered systems the observed displacement probability density is often non-Gaussian, and FBM-type processes display scaling exponents varying in time or space. This talk introduces diffusion models with stochastically [1,2] and deterministically [3,4] varying diffusion coefficients and scaling exponents. Apart from the more traditional Mandelbrot-van Ness formulation of FBM, Levy's non-equilibrium approach via a fractional integral will also be discussed. Various applications to experimental data will be introduced. References: [1] A. V. Chechkin, F. Seno, R. Metzler, and I. M. Sokolov, Brownian yet non-Gaussian diffusion: from superstatistics to subordination of diffusing diffusivities, Phys. Rev. X 7, 021002 (2017). [2] W. Wang, F. Seno, I. M. Sokolov, A. V. Chechkin, and R. Metzler, Unexpected crossovers in correlated random-diffusivity processes, New J. Phys. 22, 083041 (2020). W. Wang, A. G. Cherstvy, A. V. Chechkin, S. Thapa, F. Seno, X. Liu, and R. Metzler, Fractional Brownian motion with random diffusivity: emerging residual nonergodicity below the correlation time, J. Phys. A 53, 474001 (2020). [3] W. Wang, M. Balcerek, K. Burnecki, A. V. Chechkin, S. Janusonis, J. Slezak, T. Vojta, A. Wylomanska, and R. Metzler, Memory-multi-fractional Brownian motion with continuous correlations, Phys. Rev. Res. 5, L032025 (2023). [4] J. Slezak and R. Metzler, Minimal model of diffusion with time changing Hurst exponent, J. Phys. A 56, 35LT01 (2023).
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