The topology of Rayleigh-Levy flights in two dimensions

Rayleigh-Lévy flights are simplified cosmological tools that capture certain essential statistical properties of the cosmic density field, including hierarchical structures in higher-order correlations, making them a valuable reference for studying the highly non-linear regime of structure formation. Unlike standard Markovian processes, they exhibit long-range correlations at all orders. Following on from recent work on 1D flights, this study explores the one-point statistics and Minkowski functionals (density probability distribution function, perimeter, Euler characteristic) of Rayleigh-Lévy flights in two dimensions. We derive the Euler characteristic in the mean field approximation and the density PDF and iso-field perimeter, W 1 , in beyond-mean-field calculations, and validate the results against simulations. The match is excellent throughout, even for fields with large variances, in particular when finite volume effects in the simulations are taken into account and when the calculation is extended beyond the mean field.

Authors

Institutions

Publication Details

Journal
Astronomy and Astrophysics
Published
2025-11-17
DOI
https://doi.org/10.1051/0004-6361/202555818
Primary Topic
Quantum chaos and dynamical systems
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The topology of Rayleigh-Levy flights in two dimensions

Christophe Pichon, Reginald Christian Bernardo, Stephen Appleby, Francis Bernardeau
Astronomy and Astrophysics
Quantum chaos and dynamical systems
article

The topology of Rayleigh-Levy flights in two dimensions

Christophe Pichon, Reginald Christian Bernardo, Stephen Appleby, Francis Bernardeau
article en

Abstract

Rayleigh-Lévy flights are simplified cosmological tools that capture certain essential statistical properties of the cosmic density field, including hierarchical structures in higher-order correlations, making them a valuable reference for studying the highly non-linear regime of structure formation. Unlike standard Markovian processes, they exhibit long-range correlations at all orders. Following on from recent work on 1D flights, this study explores the one-point statistics and Minkowski functionals (density probability distribution function, perimeter, Euler characteristic) of Rayleigh-Lévy flights in two dimensions. We derive the Euler characteristic in the mean field approximation and the density PDF and iso-field perimeter, W 1 , in beyond-mean-field calculations, and validate the results against simulations. The match is excellent throughout, even for fields with large variances, in particular when finite volume effects in the simulations are taken into account and when the calculation is extended beyond the mean field.

Astronomy and AstrophysicsVol. 705
Pohang University of Science and Technology (KR), Centre National de la Recherche Scientifique (FR), Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR), Université Paris-Saclay (FR), Korea Post (KR), Institut d'Astrophysique de Paris (FR), Asia Pacific Center for Theoretical Physics (KR), Kyung Hee University (KR), Max Planck Institute for Gravitational Physics (DE), CEA Paris-Saclay (FR), Astronomy and Space (AU), Institut de Physique Théorique (FR)
Agence Nationale de la Recherche, Ministry of Science and ICT, South Korea
Openalex Percentile: Top 78%
Quantum chaos and dynamical systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.