On Spatial Conditioning of the Spectrum of Discrete Random Schr\"odinger Operators
Pierre Yves Gaudreau Lamarre, Promit Ghosal, Yuchen Liao

TL;DR
This paper proves that the eigenvalues of a broad class of random Schrödinger operators on graphs are number rigid, meaning the count in any region is determined by eigenvalues outside that region, even with complex dependencies.
Contribution
It establishes number rigidity for eigenvalues of non-self-adjoint and long-range dependent random Schrödinger operators on general graphs, extending previous results to more general settings.
Findings
Eigenvalue counts are determined by configurations outside regions.
Number rigidity holds even with non-symmetric operators and long-range noise.
The variance of the trace of the semigroup is controlled via Feynman-Kac.
Abstract
Consider a random Schr\"odinger-type operator of the form acting on a general graph , where is the generator of a Markov process on , is a deterministic potential with sufficient growth (so that has a purely discrete spectrum), and is a random noise with at-most-exponential tails. We prove that 's eigenvalue point process is number rigid in the sense of Ghosh and Peres (Duke Math. J. 166 (2017), no. 10, 1789--1858); that is, the number of eigenvalues in any bounded domain is determined by the configuration of eigenvalues outside of . Our general setting allows to treat cases where could be non-symmetric (hence is non-self-adjoint) and has long-range dependence. Our strategy of proof consists of controlling the variance of the trace of the semigroup $\mathrm…
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
TopicsRandom Matrices and Applications · Spectral Theory in Mathematical Physics · Stochastic processes and statistical mechanics
