Ergodicity and Kolmogorov equations for dissipative SPDEs with singular drift: a variational approach
Carlo Marinelli, Luca Scarpa

TL;DR
This paper establishes the existence of invariant measures and solvability of Kolmogorov equations for a class of dissipative stochastic PDEs with singular drift, using a variational approach to handle non-standard growth conditions.
Contribution
It introduces a variational framework to prove invariant measures and Kolmogorov equation solvability for SPDEs with singular, non-growth-restricted drift terms.
Findings
Existence of invariant measures for the semigroup generated by the SPDE.
Solvability of the Kolmogorov equation in $L^1(u)$ space.
Identification of the generator as the closure of the Kolmogorov operator.
Abstract
We prove existence of invariant measures for the Markovian semigroup generated by the solution to a parabolic semilinear stochastic PDE whose nonlinear drift term satisfies only a kind of symmetry condition on its behavior at infinity, but no restriction on its growth rate is imposed. Thanks to strong integrability properties of invariant measures , solvability of the associated Kolmogorov equation in is then established, and the infinitesimal generator of the transition semigroup is identified as the closure of the Kolmogorov operator. A key role is played by a generalized variational setting.
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.
