Scaling limit of a kinetic inhomogeneous stochastic system in the quadratic potential
Thomas Cavallazzi (IRMAR), Emeline Luirard (IRMAR)

TL;DR
This paper analyzes the long-time behavior of a particle in a quadratic potential influenced by time-inhomogeneous friction and stable Lévy noise, identifying three distinct regimes based on system parameters.
Contribution
It characterizes the asymptotic scaling limits of the particle's velocity and position under complex stochastic dynamics with inhomogeneous friction and Lévy noise.
Findings
Three regimes for long-time behavior depending on friction and noise stability index
Identification of scaling limits for velocity and position
Analysis of the interplay between frictional decay and Lévy noise stability
Abstract
We consider a particle evolving in the quadratic potential and subject to a time-inhomogeneous frictional force and to a random force. The couple of its velocity and position is solution to a stochastic differential equation driven by an -stable L{\'e}vy process with and the frictional force is of the form . We identify three regimes for the behavior in long-time of the couple velocity-position with a suitable rescaling, depending on the balance between the frictional force and the index of stability of the noise.
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.
Taxonomy
TopicsAdvanced Thermodynamics and Statistical Mechanics · Statistical Mechanics and Entropy · Stochastic processes and statistical mechanics
