Well-posedness of the transport equation by stochastic perturbation
Franco Flandoli, Massimiliano Gubinelli, Enrico Priola

TL;DR
This paper demonstrates that adding a Brownian-type stochastic perturbation to a linear transport equation with a Holder continuous vector field makes the PDE well-posed, providing a novel example of noise-induced regularization.
Contribution
It introduces the first explicit example of a PDE becoming well-posed due to stochastic noise, using a differentiable stochastic flow and a special drift transformation.
Findings
Stochastic perturbation ensures well-posedness of the transport equation.
The approach involves a transformation of the drift of Ito-Tanaka type.
Provides a new perspective on noise-induced regularization of PDEs.
Abstract
We consider the linear transport equation with a globally Holder continuous and bounded vector field. While this deterministic PDE may not be well-posed, we prove that a multiplicative stochastic perturbation of Brownian type is enough to render the equation well-posed. This seems to be the first explicit example of partial differential equation that become well-posed under the influece of noise. The key tool is a differentiable stochastic flow constructed and analysed by means of a special transformation of the drift of Ito-Tanaka type.
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.
