Persistent topology of the reionization bubble network – II. Evolution and classification

Elbers, Willem; van de Weygaert, Rien

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 kth Betti number: β0 for ionized bubbles, β1 for tunnels, and β2 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, and islands) and those of the cosmic web (clusters, filaments, and 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.

Citation

Elbers, W., & van de Weygaert, R. (2023). Persistent topology of the reionization bubble network – II. Evolution and classification. Monthly Notices of the Royal Astronomical Society, 520(2), 2709-2726. https://doi.org/10.1093/mnras/stad120

• Journal Article Type: Article
• Acceptance Date: Dec 26, 2022
• Online Publication Date: Jan 13, 2023
• Publication Date: 2023-04
• Deposit Date: Mar 2, 2023
• Publicly Available Date: Mar 2, 2023
• Journal: Monthly Notices of the Royal Astronomical Society
• Print ISSN: 0035-8711
• Electronic ISSN: 1365-2966
• Publisher: Royal Astronomical Society
• Peer Reviewed: Peer Reviewed
• Volume: 520
• Issue: 2
• Pages: 2709-2726
• DOI: https://doi.org/10.1093/mnras/stad120
• Public URL: https://durham-repository.worktribe.com/output/1180586