Scaling properties of field-induced superdiffusion in Continous Time Random Walks
R. Burioni, G. Gradenigo, A. Sarracino, A. Vezzani, A. Vulpiani

TL;DR
This paper analyzes the scaling behavior of superdiffusion in continuous time random walks, focusing on how external fields influence the probability distributions and moments, with implications for disordered and inhomogeneous materials.
Contribution
It derives the scaling form and asymptotic properties of probability distributions and moments for a broad class of CTRWs under external fields, using novel analytical techniques.
Findings
Derived the scaling form of probability distributions under fields
Established asymptotic properties of moments in superdiffusive CTRWs
Analyzed effects of rare events on power-law tails
Abstract
We consider a broad class of Continuous Time Random Walks with large fluctuations effects in space and time distributions: a random walk with trapping, describing subdiffusion in disordered and glassy materials, and a L\'evy walk process, often used to model superdiffusive effects in inhomogeneous materials. We derive the scaling form of the probability distributions and the asymptotic properties of all its moments in the presence of a field by two powerful techniques, based on matching conditions and on the estimate of the contribution of rare events to power-law tails in a field.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
