A restricted superposition principle for (non-)linear Fokker-Planck-Kolmogorov equations on Hilbert spaces
Martin Dieckmann

TL;DR
This paper extends the superposition principle to certain solutions of Fokker-Planck-Kolmogorov equations on infinite-dimensional Hilbert spaces and adapts it to nonlinear cases, advancing the mathematical understanding of these equations.
Contribution
It introduces a restricted superposition principle applicable to a subclass of solutions on Hilbert spaces and extends it to nonlinear equations, which was not previously established.
Findings
Superposition principle proven for a subclass of solutions
Extension of the principle to nonlinear Fokker-Planck-Kolmogorov equations
Applicable on separable infinite-dimensional Hilbert spaces
Abstract
We prove a version of the Ambrosio-Figalli-Trevisan superposition principle for a restricted subclass of solutions to the Fokker-Planck-Kolmogorov equation, that is valid on separable infinite-dimensional Hilbert spaces. Furthermore, we transfer this restricted superposition principle into a nonlinear 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.
Taxonomy
TopicsMathematical Biology Tumor Growth · Statistical Mechanics and Entropy · Quantum chaos and dynamical systems
