Please use this identifier to cite or link to this item: http://hdl.handle.net/2248/6180
Title: Betti Numbers of Gaussian fields
Authors: Park, C
Pranav, P
Pravabati, C
Weygaert, R
Jones, B
Vegter, G
Kim, I
Hidding, J
Hellwing, W. A
Keywords: Methods: numerical;Galaxies: large-scale structure of the universe;Cosmology: theory
Issue Date: Jun-2013
Publisher: The Korean Astronomical Society
Citation: Journal of the Korean Astronomical Society, Vol. 46, No. 3, pp. 125-131
Abstract: We present the relation between the genus in cosmology and the Betti numbers for excursion sets of three- and two-dimensional smooth Gaussian random fields, and numerically investigate the Betti numbers as a function of threshold level. Betti numbers are topological invariants of figures that can be used to distinguish topological spaces. In the case of the excursion sets of a three-dimensional field there are three possibly non-zero Betti numbers; $\beta_0$ is the number of connected regions, $\beta_1$ is the number of circular holes, and $\beta_2$ is the number of three-dimensional voids. Their sum with alternating signs is the genus of the surface of excursion regions. It is found that each Betti number has a dominant contribution to the genus in a specific threshold range. $\beta_0$ dominates the high-threshold part of the genus curve measuring the abundance of high density regions (clusters). $\beta_1$ dominates the genus near the median thresholds which measures the topology of negatively curved iso-density surfaces, and $\beta_2$ corresponds to the low-threshold part measuring the void abundance. We average the Betti number curves (the Betti numbers as a function of the threshold level) over many realizations of Gaussian fields and find that both the amplitude and shape of the Betti number curves depend on the slope of the power spectrum $n$ in such a way that their shape becomes broader and their amplitude drops less steeply than the genus as $n$ decreases. This behaviour contrasts with the fact that the shape of the genus curve is fixed for all Gaussian fields regardless of the power spectrum. Even though the Gaussian Betti number curves should be calculated for each given power spectrum, we propose to use the Betti numbers for better specification of the topology of large scale structures in the universe.
Description: Open Access
URI: http://hdl.handle.net/2248/6180
ISSN: 1225-4614
???metadata.dc.rights???: © The Korean Astronomical Society
???metadata.dc.relation.uri???: http://dx.doi.org/10.5303/JKAS.2013.46.3.125
http://arxiv.org/abs/1307.2384
Appears in Collections:IIAP Publications

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