Persistent topology of the reionization bubble network. II: Evolution & Classification

Abstract

We study the topology of the network of ionized and neutral regions that characterized the intergalactic medium during the Epoch of Reionization. Our analysis uses the formalism of persistent homology, which offers a highly intuitive and comprehensive description of the ionization topology in terms of the births and deaths of topological features. Features are identified as $k$-dimensional holes in the ionization bubble network, whose abundance is given by the $k$th Betti number: ${\beta }_0$ for ionized bubbles, ${\beta }_1$ for tunnels, and ${\beta }_2$ for neutral islands. Using semi-numerical models of reionization, we investigate the dependence on the properties of sources and sinks of ionizing radiation. Of all topological features, we find that the tunnels dominate during reionization and that their number is easiest to observe and most sensitive to the astrophysical parameters of interest, such as the gas fraction and halo mass necessary for star formation. Seen as a phase transition, the importance of the tunnels can be explained by the entanglement of two percolating clusters and the fact that higher-dimensional features arise when lower-dimensional features link together. We also study the relation between the morphological components of the bubble network (bubbles, tunnels, islands) and those of the cosmic web (clusters, filaments, voids), describing a correspondence between the $k$-dimensional features of both. Finally, we apply the formalism to mock observations of the 21-cm signal. Assuming 1000 observation hours with HERA Phase II, we show that astrophysical models can be differentiated and confirm that persistent homology provides additional information beyond the power spectrum.

18 pages, 12 figures, MNRAS, accepted with minor revisions

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• Topological data analysis reveals differences between simulated galaxies and dark matter haloes
• Topology of Reionisation times: concepts, measurements and comparisons to gaussian random field predictions
• On the evolution of Betti curves in the Cosmic web
• Impact of Redshift Space Distortion on Persistent Homology of cosmic matter density field