Zeros of Random Sections on Line Bundles

Distribution of the zeros of random vector fields after smoothing.
Left: initial guess of zero distribution for smoothing t=0. Right: a more accurate distribution of zeros for a larger value of t.

Abstract

Sections of line bundles on 2 dimensional surfaces in 3 dimensional space can have many distinct shapes. For practical purposes we prefer smooth sections that are visibly easy to follow. This is why smoothing operators have been developed on discrete surfaces as seen from Knoppel et al. that can be applied to a any section to return another smoother section. We are interested to make predictions on one aspect of the resulting smoothed section's structure, namely position of its signed zeros. The zeros are the most noticeable feature of a section where the section values circles around a specific point.
The purpose of this thesis is to predict the distribution of the smoothed section’s signed zeros with multiplicity that are given by applying the smoothing operator to randomly generated sections of hermitian line bundles on closed simplicial complexes. This will be done in a discrete setting consequently meaning that we will compute the expected sum of indices on each face.

Bibtex

@article{padilla2016randomZeros,
  author = {Marcel Padilla},
  title = {Zeros of Random Sections on Line Bundles},
  journal = {B.S. Thesis},
  year = {2016},
  month = {06},
  publisher = {TU Berlin},
}