Loewner traces driven by Levy processes
Eveliina Peltola, Anne Schreuder

TL;DR
This paper proves that Loewner chains driven by Levy processes, including stable processes, are almost surely generated by cadlag curves with intricate topological properties, expanding understanding of their geometric and fractal characteristics.
Contribution
It establishes that Levy-driven Loewner chains are generated by cadlag curves and analyzes their topological and geometric properties without assuming regularity, broadening the scope of known results.
Findings
Loewner hulls are a.s. locally connected and path-connected.
Complement of hulls are Holder domains when ppa 0 7 4.
Results rely on derivative estimates and supermartingale domination arguments.
Abstract
Loewner chains with Levy drivers have been proposed as models for random dendritic growth in two dimensions, and as candidates for finding extremal multifractal spectra in problems in classical function theory. These processes are not scale-invariant in general, but they do enjoy a natural domain Markov property thanks to the stationary independent increments of Levy processes. The associated Loewner hulls feature remarkably intricate topological properties, of which very little is known rigorously. We prove that a chordal Loewner chain driven by a Levy process satisfying mild regularity conditions (including stable processes) is a.s. generated by a cadlag curve. Specifically, if the diffusivity parameter of the driving process is , then the jump measure of is required to be locally (upper) Ahlfors regular near the origin, while if , no…
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
TopicsNonlinear Dynamics and Pattern Formation · Neural dynamics and brain function · stochastic dynamics and bifurcation
