Smooth approximations for fractional and multifractional fields
Kostiantyn Ralchenko, Georgiy Shevchenko

TL;DR
This paper introduces smooth stochastic processes that approximate complex fractional and multifractional Brownian sheets, enabling better analysis and simulation of these fields in mathematical and applied contexts.
Contribution
It develops a method to construct absolutely continuous processes converging to anisotropic fractional and multifractional Brownian sheets in Besov spaces.
Findings
Successfully approximates fractional fields with smooth processes
Provides convergence results in Besov-type spaces
Enhances tools for analyzing complex stochastic fields
Abstract
We construct absolute continuous stochastic processes that converge to anisotropic fractional and multifractional Brownian sheets in Besov-type spaces.
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.
