Sposini V., Vitali S., Paradisi P., Pagnini G.
Time-fractional diffusion Continuous time random walk Anomalous diffusion Continuos time random walk Medium heterogeneity
In this contribution, we show that fractional diffusion emerges from a simple Markovian Gaussian random walk when the medium displays a power-law heterogeneity. Within the framework of the continuous-time random walk, the heterogeneity of the medium is represented by the selection, at any jump, of a different time-scale for an exponential survival probability. The resulting process is a non-Markovian non-Gaussian random walk. In particular, for a power-law distribution of the time scales, the resulting random walk corresponds to a time-fractional diffusion process. We relate the power-law of the medium heterogeneity to the fractional-order of the diffusion. This relation provides an interpretation and an estimation of the fractional order of derivation in terms of environmental heterogeneity. The results are supported by simulations.
Source: Nonlocal and Fractional Operators, edited by Beghin L., Mainardi F., Garrappa R., pp. 275–286, 2021
@inbook{oai:it.cnr:prodotti:457956, title = {Fractional diffusion and medium heterogeneity: the case of the continuous time random walk}, author = {Sposini V. and Vitali S. and Paradisi P. and Pagnini G.}, doi = {10.1007/978-3-030-69236-0_14}, booktitle = {Nonlocal and Fractional Operators, edited by Beghin L., Mainardi F., Garrappa R., pp. 275–286, 2021}, year = {2021} }