Abstract
We introduce a multiscale topological description of the Megaparsec
web-like cosmic matter distribution. Betti numbers and topological
persistence offer a powerful means of describing the rich connectivity
structure of the cosmic web and of its multiscale arrangement of matter
and galaxies. Emanating from algebraic topology and Morse theory, Betti
numbers and persistence diagrams represent an extension and deepening of
the cosmologically familiar topological genus measure and the related
geometric Minkowski functionals. In addition to a description of the
mathematical background, this study presents the computational procedure
for computing Betti numbers and persistence diagrams for density field
filtrations. The field may be computed starting from a discrete spatial
distribution of galaxies or simulation particles. The main emphasis of
this study concerns an extensive and systematic exploration of the
imprint of different web-like morphologies and different levels of
multiscale clustering in the corresponding computed Betti numbers and
persistence diagrams. To this end, we use Voronoi clustering models as
templates for a rich variety of web-like configurations and the
fractal-like Soneira-Peebles models exemplify a range of multiscale
configurations. We have identified the clear imprint of cluster nodes,
filaments, walls, and voids in persistence diagrams, along with that of
the nested hierarchy of structures in multiscale point distributions. We
conclude by outlining the potential of persistent topology for
understanding the connectivity structure of the cosmic web, in large
simulations of cosmic structure formation and in the challenging context
of the observed galaxy distribution in large galaxy surveys.
Original language | English |
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Pages (from-to) | 4281-4310 |
Number of pages | 30 |
Journal | Monthly Notices of the Royal Astronomical Society |
Volume | 465 |
Issue number | 4 |
DOIs | |
Publication status | Published - Mar-2017 |
Keywords
- methods: data analysis
- methods: numerical
- methods: statistical
- cosmology: theory
- large-scale structure of Universe
- SIMULATION
- MORPHOLOGY
- LARGE-SCALE STRUCTURE
- DARK-MATTER HALOS
- FILAMENTARY STRUCTURE
- GALAXY DISTRIBUTION
- SPATIAL-PATTERNS
- MERGER TREES
- UNIVERSE
- VOIDS