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 …
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 …
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 …
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 …
acquiring enormous samples of cosmic populations. Gaining astrophysical insights from …
Detecting effects of filaments on galaxy properties in the Sloan Digital Sky Survey III
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 …
(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 …
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 …
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
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 …
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 …
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 …
within the nearby Universe (d< 181 Mpc). This work uses the 6-degree Field Galaxy Survey …