Non-Local Pearson diffusions
arXiv:2009.12086 · doi:10.1007/s10955-021-02786-2
Abstract
In this paper we focus on strong solutions of some heat-like problems with a non-local derivative in time induced by a Bernstein function and an elliptic operator given by the generator or the Fokker-Planck operator of a Pearson diffusion. Such kind of non-local equations naturally arise in the treatment of particle motion in heterogeneous media. In particular, we use spectral decomposition results for the usual Pearson diffusion to exploit explicit solutions of the aforementioned equations. Moreover, we provide stochastic representation of such solutions in terms of time-changed Pearson diffusions. Finally, we exploit some further properties of these processes, such as limit distributions and long/short-range dependence.
arXiv comment32 pages
References in corpus (13)
- From Diffusion to Anomalous Diffusion: A Century after Einstein's Brownian Motion
- Anomalous diffusion: A basic mechanism for the evolution of inhomogeneous systems
- Stochastic Calculus for a Time-changed Semimartingale and the Associated Stochastic Differential Equations
- Nonequilibrium Dynamics and Aging in the Three--Dimensional Ising Spin Glass Model
- Nonequilibrium Dynamics and Aging in the Three--Dimensional Ising Spin Glass Model
- Time fractional equations and probabilistic representation
- Convolution-type derivatives, hitting-times of subordinators and time-changed -semigroups
- Growth Equation of the General Fractional Calculus
- Aging in a Model of Self-Organized Criticality
- Relaxation patterns and semi-Markov dynamics
- Aging is a log-Poisson Process, not a Renewal Process
- Heavy-tailed fractional Pearson diffusions
- Ergodicity and mixing bounds for the Fisher-Snedecor diffusion