probability theory

Modelling Anomalous Diffusion: The Role of CTRWs and Non-Local Dynamics

arXiv:2607.27150

summary

The paper surveys the stochastic framework for anomalous diffusion using continuous-time random walks (CTRWs), their scaling limits, and the resulting non‑local (fractional‑type) evolution equations.

Abstract

These notes provide a self-consistent summary of the stochastic approach to anomalous diffusion based on Continuous Time Random Walks (CTRWs) and their scaling limits. An introduction to CTRWs and their relationship to the theory of semi-Markov processes is provided. A general technique to study scaling limits of CTRWs is then described, and the semi-Markov property of the limiting processes is discussed. With this at hand, the connection of limit processes with non-local (fractional-type) equations is introduced, and the most recent (and general) contributions, going far beyond fractional equations, are also described. Indeed, the theory presented here includes very general non-local evolution equations as abstract Cauchy problems as well as pointwise non-local fractional diffusion equations in bounded domains.

67 pages, 4 figures

Topics & keywords

#anomalous diffusion#continuous-time random walks#semi‑markov processes#scaling limits#non‑local equations#fractional diffusionCTRWssemi‑Markov propertyscaling limitfractional PDEnon‑local evolutionanomalous transport