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We study the eigenvalues and eigenfunctions of a differential operator that governs the asymptotic behavior of the unsupervised learning algorithm known as Locally Linear Embedding when a large data set is sampled from an interval or disc.…

Analysis of PDEs · Mathematics 2025-01-17 Andrew Lyons

The aim of this article is to present a time-frequency theory for orthogonal polynomials on the interval [-1,1] that runs parallel to the time-frequency analysis of bandlimited functions developed by Landau, Pollak and Slepian. For this…

Classical Analysis and ODEs · Mathematics 2012-03-16 Wolfgang Erb

In the present paper, we introduce the multidimensional Clifford prolate spheroidal wave functions (CPSWFs) defined on the unit ball as eigenfunctions of a Clifford differential operator and provide a Galerkin method for their computation…

Classical Analysis and ODEs · Mathematics 2021-12-21 Hamed Baghal Ghaffari , Jeffrey A. Hogan , Joseph D. Lakey

The eigenfunctions and eigenvalues of the Fokker-Planck operator with linear drift and constant diffusion are required for expanding time-dependent solutions and for evaluating our recent perturbation expansion for probability densities…

Classical Analysis and ODEs · Mathematics 2016-09-06 Todd K. Leen , Robert Friel , David Nielsen

We investigate the localization of waves in aperiodic structures that manifest the characteristic multiscale complexity of certain arithmetic functions with a central role in number theory. In particular, we study the eigenspectra and wave…

Disordered Systems and Neural Networks · Physics 2022-12-12 Luca Dal Negro , Yilin Zhu , Yuyao Chen , Marcus Prado , Felipe A. Pinheiro

In this paper we provide an optimal estimate for the operator norm of time-frequency localization operators with Gaussian window $L_{F,\varphi} : L^2(\mathbb{R}^d) \rightarrow L^2(\mathbb{R}^d)$, under the assumption that $F \in…

Classical Analysis and ODEs · Mathematics 2024-09-12 Federico Riccardi

We derive the distributions of individual eigenvalues for the Hermitian Wilson Dirac Operator D5 as well as for real eigenvalues of the Wilson Dirac Operator DW. The framework we provide is valid in the epsilon regime of chiral perturbation…

High Energy Physics - Lattice · Physics 2012-05-07 G. Akemann , A. C. Ipsen

We describe a way of detecting the location of localized eigenvectors of a linear system $Ax = \lambda x$ for eigenvalues $\lambda$ with $|\lambda|$ comparatively large. We define the family of functions $f_{\alpha}: \left\{1.2. \dots,…

Numerical Analysis · Mathematics 2018-03-20 Jianfeng Lu , Stefan Steinerberger

We prove quantitative bounds on the eigenvalues of non-selfadjoint bounded and unbounded operators. We use the perturbation determinant to reduce the problem to one of studying the zeroes of a holomorphic function.

Spectral Theory · Mathematics 2008-02-19 Michael Demuth , Marcel Hansmann , Guy Katriel

The subleading eigenvalues and associated eigenfunctions of the Perron-Frobenius operator for 2-dimensional area-preserving maps are numerically investigated. We closely examine the validity of the so-called Ulam method, a numerical scheme…

Chaotic Dynamics · Physics 2022-01-03 Kensuke Yoshida , Hajime Yoshino , Akira Shudo , Domenico Lippolis

This paper explains existing results for the application of special functions to phase estimation, which is a fundamental topic in quantum information. We focus on two special functions. One is prolate spheroidal wave function, which…

Quantum Physics · Physics 2023-02-15 Masahito Hayashi

We study Daubechies' time-frequency localization operator, which is characterized by a window and weight function. We consider a Gaussian window and a spherically symmetric weight as this choice yields explicit formulas for the eigenvalues,…

Functional Analysis · Mathematics 2019-07-02 Helge Knutsen

We define a set of operators that localise a radial image in radial space and radial frequency simultaneously. We find the eigenfunctions of this operator and thus define a non-separable orthogonal set of radial wavelet functions that may…

Statistics Theory · Mathematics 2007-06-13 G. Metikas , S. C. Olhede

We study the approximation properties of pseudo-differential operators with small time-frequency dispersion, meaning that their spreading functions are supported in a small neighborhood of the origin. It is commonly assumed that for such…

Classical Analysis and ODEs · Mathematics 2022-10-17 Dae Gwan Lee

In this work, we first give some mathematical preliminairies concerning the generelized prolate spheroidal wave functions(GPSWFs). This set of special functions have been introduced in [21]and [13] and they are defined as the infinite and…

Classical Analysis and ODEs · Mathematics 2019-01-30 Ahmed Souabni , NourElHouda Bourguiba

We discuss properties of $L^2$-eigenfunctions of Schr\"odinger operators and elliptic partial differential operators. The focus is set on unique continuation principles and equidistribution properties. We review recent results and announce…

Analysis of PDEs · Mathematics 2016-01-08 Denis Borisov , Martin Tautenhahn , Ivan Veselic

In this study, we give a regular fractional Sturm Liouville problem for diffusion operator (FSLPDO), research the spectral properties of the eigenfunctions and eigenvalues of the diffusion operator. We show that the eigenvalues and…

Spectral Theory · Mathematics 2013-11-07 Erdal Bas , Funda Metin

The spectral properties of the Frobenius-Perron operator of one-dimensional maps are studied when approaching a weakly intermittent situation. Numerical investigation of a particular family of maps shows that the spectrum becomes extremely…

chao-dyn · Physics 2009-10-28 Z. Kaufmann , H. Lustfeld , J. Bene

In this paper we study the eigenvalues of the angular spheroidal wave equation and its generalization, the Coulomb spheroidal wave equation. An associated differential system and a formula for the connection coefficients between the various…

Mathematical Physics · Physics 2022-11-30 Harald Schmid

In this paper, we consider the operator properties of various phononic eigenvalue problems. We aim to answer some fundamental questions about the eigenvalues and eigenvectors of phononic operators. These include questions about the…

Computational Physics · Physics 2019-07-09 Amir Ashkan Mokhtari , Yan Lu , Ankit Srivastava