Topological data analysis

L Wasserman - Annual Review of Statistics and Its Application, 2018 - annualreviews.org
Topological data analysis (TDA) can broadly be described as a collection of data analysis
methods that find structure in data. These methods include clustering, manifold estimation …

Magnetic field strength in cosmic web filaments

E Carretti, V Vacca, SP O'Sullivan… - Monthly Notices of …, 2022 - academic.oup.com
We used the rotation measure (RM) catalogue derived from the LOFAR Two-metre Sky
Survey Data Release 2 (LoTSS DR2) at 144 MHz to measure the evolution with redshift of …

The filament determination depends on the tracer: comparing filaments based on dark matter particles and galaxies in the gaea semi-analytical model

D Zakharova, B Vulcani, G De Lucia… - Monthly Notices of …, 2023 - academic.oup.com
Filaments are elongated structures that connect groups and clusters of galaxies and are
visually the striking feature in cosmological maps. In the literature, typically filaments are …

Twenty-first-century statistical and computational challenges in astrophysics

ED Feigelson, RS De Souza… - Annual Review of …, 2021 - annualreviews.org
Modern astronomy has been rapidly increasing our ability to see deeper into the Universe,
acquiring enormous samples of cosmic populations. Gaining astrophysical insights from …

Detecting effects of filaments on galaxy properties in the Sloan Digital Sky Survey III

YC Chen, S Ho, R Mandelbaum… - Monthly Notices of …, 2017 - academic.oup.com
We study the effects of filaments on galaxy properties in the Sloan Digital Sky Survey
(SDSS) Data Release 12 using filaments from the 'Cosmic Web Reconstruction'catalogue, a …

Cosmology with cosmic web environments-I. Real-space power spectra

T Bonnaire, N Aghanim, J Kuruvilla… - Astronomy & …, 2022 - aanda.org
We undertake the first comprehensive and quantitative real-space analysis of the
cosmological information content in the environments of the cosmic web (voids, filaments …

X-ray emission from cosmic web filaments in SRG/eROSITA data

H Tanimura, N Aghanim, M Douspis… - Astronomy & …, 2022 - aanda.org
Using the publicly available eROSITA Final Equatorial Depth Survey (eFEDS) data, we
detected the stacked X-ray emissions at the position of 463 filaments at a significance of …

Topology and geometry of Gaussian random fields I: on Betti numbers, Euler characteristic, and Minkowski functionals

P Pranav, R Van de Weygaert, G Vegter… - Monthly Notices of …, 2019 - academic.oup.com
This study presents a numerical analysis of the topology of a set of cosmologically
interesting 3D Gaussian random fields in terms of their Betti numbers β0, β1, and β2. We …

The intergalactic magnetic field probed by a giant radio galaxy

SP O'Sullivan, J Machalski, CL Van Eck… - Astronomy & …, 2019 - aanda.org
Cosmological simulations predict that an intergalactic magnetic field (IGMF) pervades the
large scale structure (LSS) of the Universe. Measuring the IGMF is important to determine its …

Evidence for H i replenishment in massive galaxies through gas accretion from the cosmic web

D Kleiner, KA Pimbblet, DH Jones… - Monthly Notices of …, 2017 - academic.oup.com
We examine the H i-to-stellar mass ratio (H i fraction) for galaxies near filament backbones
within the nearby Universe (d< 181 Mpc). This work uses the 6-degree Field Galaxy Survey …