Aspects of Spatially-Correlated Random Fields: Extreme-Value Statistics and Clustering Properties
Cosmology and Nongalactic Astrophysics
2025-01-31 v1 General Relativity and Quantum Cosmology
High Energy Physics - Phenomenology
Data Analysis, Statistics and Probability
Abstract
Rare events of large-scale spatially-correlated exponential random fields are studied. The influence of spatial correlations on clustering and non-sphericity is investigated. The size of the performed simulations permits to study beyond--sigma events ( in ). As an application, this allows to resolve individual Hubble patches which fulfill the condition for primordial black hole formation. It is argued that their mass spectrum is drastically altered due to co-collapse of clustered overdensities as well as the mutual threshold-lowering through the latter. Furthermore, the corresponding non-sphericities imply possibly large changes in the initial black hole spin distribution.
Keywords
Cite
@article{arxiv.2501.17936,
title = {Aspects of Spatially-Correlated Random Fields: Extreme-Value Statistics and Clustering Properties},
author = {Ka Hei Choi and James Creswell and Florian Kuhnel and Dominik J. Schwarz},
journal= {arXiv preprint arXiv:2501.17936},
year = {2025}
}
Comments
7 pages, 6 figures