Determinant of the finite volume Laplacian
Thomas Doehrman, David Glickenstein

TL;DR
This paper explores the geometric properties of the finite volume Laplacian across all dimensions, relating its determinant to volume measures derived from simplex geometry, and discusses conditions for its negative semidefiniteness.
Contribution
It generalizes previous two-dimensional results to higher dimensions, providing a geometric description of the Laplacian determinant in relation to simplex volumes.
Findings
Laplacian determinant relates to simplex volume quantities
In many cases, the Laplacian is negative semidefinite with constant kernel
Generalizes 2D geometric Laplacian results to higher dimensions
Abstract
The finite volume Laplacian can be defined in all dimensions and is a natural way to approximate the operator on a simplicial mesh. In the most general setting, its definition with orthogonal duals may require that not all volumes are positive; an example is the case corresponding to two-dimensional finite elements on a non-Delaunay triangulation. Nonetheless, in many cases two- and three-dimensional Laplacians can be shown to be negative semidefinite with a kernel consisting of constants. This work generalizes work in two dimensions that gives a geometric description of the Laplacian determinant; in particular, it relates the Laplacian determinant on a simplex in any dimension to certain volume quantities derived from the simplex geometry.
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
TopicsComputational Geometry and Mesh Generation · Geometric Analysis and Curvature Flows · Advanced Mathematical Modeling in Engineering
