Spectral Analysis of a Family of Second-Order Elliptic Operators with Nonlocal Boundary Condition Indexed by a Probabilty Measure
Iddo Ben Ari, Ross Pinsky

TL;DR
This paper analyzes the spectral properties of a second-order elliptic operator with a nonlocal boundary condition defined by a probability measure, focusing on the spectral gap that indicates the convergence rate of the associated diffusion process.
Contribution
It introduces a detailed spectral analysis of a class of elliptic operators with nonlocal boundary conditions, highlighting the role of the spectral gap in diffusion convergence.
Findings
Eigenvalues are characterized with all but zero having negative real parts.
The spectral gap quantifies the exponential convergence rate of the diffusion process.
The operator models diffusion with boundary jumps, linking spectral properties to probabilistic behavior.
Abstract
Let be a bounded domain and let \[ L=\frac12\nabla\cdot a\nabla +b\cdot\nabla \] %\[ %L=\frac12\sum_{i,j=1}^da_{i,j}\frac{\partial^2}{\partial x_i\partial x_j}+\sum_{i=1}^db_i\frac{\partial}{\partial x_i}, %\] be a second order elliptic operator on . Let be a probability measure on . Denote by the differential operator whose domain is specified by the following non-local boundary condition: and which coincides with on its domain. It is known that possesses an infinite sequence of eigenvalues, and that with the exception of the zero eigenvalue, all eigenvalues have negative real part. Define the spectral gap of , indexed by , by \gamma_1(\nu)\equiv\sup\{\re \lambda:0\neq \lambda is an eigenvalue for {\mathcal L}\}. In…
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
TopicsAdvanced Mathematical Modeling in Engineering · Spectral Theory in Mathematical Physics · Numerical methods in inverse problems
