Fractional kinetics emerging from ergodicity breaking in random media
Daniel Molina-García, Tuan Minh Pham, Paolo Paradisi, Carlo Manzo, Gianni Pagnini
Abstract
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Daniel Molina-García, Tuan Minh Pham, Paolo Paradisi, Carlo Manzo, Gianni Pagnini
Abstract
Open-access reader
We present a modeling approach for diffusion in a complex medium characterized by a random length scale. The resulting stochastic process shows subdiffusion with a behavior in qualitative agreement with single-particle tracking experiments in living cells, such as ergodicity breaking, p variation, and aging. In particular, this approach recapitulates characteristic features previously described in part by the fractional Brownian motion and in part by the continuous-time random walk. Moreover, for a proper distribution of the length scale, a single parameter controls the ergodic-to-nonergodic transition and, remarkably, also drives the transition of the diffusion equation of the process from nonfractional to fractional, thus demonstrating that fractional kinetics emerges from ergodicity breaking.
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We present a modeling approach for diffusion in a complex medium characterized by a random length scale. The resulting stochastic process shows subdiffusion with a behavior in qualitative agreement with single-particle tracking experiments in living cells, such as ergodicity breaking, p variation, and aging. In particular, this approach recapitulates characteristic features previously described in part by the fractional Brownian motion and in part by the continuous-time random walk. Moreover, for a proper distribution of the length scale, a single parameter controls the ergodic-to-nonergodic transition and, remarkably, also drives the transition of the diffusion equation of the process from nonfractional to fractional, thus demonstrating that fractional kinetics emerges from ergodicity breaking.
Key concepts: Ergodicity, Continuous-time random walk, Statistical physics, Ergodic theory, Random walk, Brownian motion, Fractional Brownian motion, Diffusion