On the advection-diffusion equation with rough coefficients: weak solutions and vanishing viscosity
Paolo Bonicatto, Gennaro Ciampa, Gianluca Crippa

TL;DR
This paper investigates the vanishing viscosity method for the transport equation with rough divergence-free coefficients, proving convergence to the unique Lagrangian solution and providing quantitative convergence rates.
Contribution
It establishes the convergence of the vanishing viscosity scheme under general Sobolev conditions and introduces a new selection criterion for solutions beyond the distributional regime.
Findings
Proves convergence of the scheme to the unique Lagrangian solution.
Provides quantitative rates of convergence.
Rules out anomalous dissipation in the considered setting.
Abstract
We deal with the vanishing viscosity scheme for the transport/continuity equation drifted by a divergence-free vector field . Under general Sobolev assumptions on , we show the convergence of such scheme to the unique Lagrangian solution of the transport equation. Our proof is based on the use of stochastic flows and yields quantitative rates of convergence. This offers a completely general selection criterion for the transport equation (even beyond the distributional regime) which compensates the wild non-uniqueness phenomenon for solutions with low integrability arising from convex integration constructions, as shown in recent works [8, 28, 29, 30], and rules out the possibility of anomalous dissipation.
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
TopicsStochastic processes and financial applications · Navier-Stokes equation solutions · Stochastic processes and statistical mechanics
