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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-7.57.5-sigma events (11 in 101310^{13}). 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