A gradient flow for the Porous Medium Equations with Dirichlet boundary conditions
Dongkwang Kim, Dowan Koo, Geuntaek Seo

TL;DR
This paper establishes a gradient flow framework for the porous medium equations with Dirichlet boundary conditions, constructing weak solutions via a modified Wasserstein distance and characterizing them as curves of maximal slope.
Contribution
It introduces a novel gradient flow structure for porous medium equations with Dirichlet conditions using a modified Wasserstein distance and constructs weak solutions through a minimizing movement scheme.
Findings
Constructed weak solutions via the minimizing movement scheme.
Characterized solutions as curves of maximal slope.
Extended gradient flow framework to porous medium equations with boundary conditions.
Abstract
We consider the gradient flow structure of the porous medium equations with non-negative constant Dirichlet boundary conditions. We construct weak solutions to the equations via the minimizing movement scheme by considering an entropy functional with respect to distance, which is a modified Wasserstein distance introduced by Figalli and Gigli [J. Math. Pures Appl. 94, (2010), pp. 107-130]. Furthermore, the constructed solutions are characterized as curves of maximal slope in a suitable sense.
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
TopicsNonlinear Partial Differential Equations · Geometric Analysis and Curvature Flows · Advanced Mathematical Modeling in Engineering
