Complex line bundle Laplacians
Alexander Vais, Benjamin Berger, Franz-Erich Wolter
In The Visual Computer, 29(5), May 2013.
Abstract: In the present work, we extend the theoretical and numerical discussion of the well-known Laplace-Beltrami operator by equipping the underlying manifolds with additional structure provided by vector bundles. Focusing on the particular class of flat complex line bundles, we examine a whole family of Laplacians including the Laplace-Beltrami operator as a special case. To demonstrate that our proposed approach is numerically feasible, we describe a robust and efficient finite-element discretization, supplementing the theoretical discussion with first numerical spectral decompositions of those Laplacians. Our method is based on the concept of introducing complex phase discontinuities into the finite element basis functions across a set of homology generators of the given manifold. More precisely, given an m-dimensional manifold M and a set of n generators that span the relative homology group $H_m-1(M,delta M)$, we have the freedom to choose n phase shifts, one for each generator, resulting in a n-dimensional family of Laplacians with associated spectra and eigenfunctions. The spectra and absolute magnitudes of the eigenfunctions are not influenced by the exact location of the paths, depending only on their corresponding homology classes. Employing our discretization technique, we provide and discuss several interesting computational examples highlighting special properties of the resulting spectral decompositions. We examine the spectrum, the eigenfunctions and their zero sets which depend continuously on the choice of phase shifts.
@article{Vais:2013:CLB,
author = {Alexander Vais and Benjamin Berger and Franz-Erich Wolter},
title = {Complex line bundle Laplacians},
journal = {The Visual Computer},
volume = {29},
number = {5},
pages = {345--357},
month = may,
year = {2013},
}
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