Impact of redshift space distortions on persistent homology of cosmic matter density field

By employing summary statistics obtained from Persistent Homology (PH), we investigate the influence of Redshift Space Distortions (RSD) on the topology of excursion sets formed through the super-level filtration method applied to three-dimensional matter density fields. The synthetic fields simulated by the Quijote suite in both real and redshift spaces are smoothed by accounting for the Gaussian smoothing function with different scales. The RSD leads a tendency for clusters ([Formula: see text]) to shift toward higher thresholds, while filament loops ([Formula: see text]) and cosmic voids ([Formula: see text]) migrate toward lower thresholds. Notably, [Formula: see text] exhibits greater sensitivity to RSD compared to clusters and independent loops. As the smoothing scales increase, the amplitude of the reduced Betti number curve ([Formula: see text]) decreases, and the corresponding peak position shifts toward the mean threshold. Conversely, the amplitude of [Formula: see text] remains almost unchanged with variations in redshift for [Formula: see text]. The analysis of persistent entropy and the overall abundance of [Formula: see text]-holes indicates that the linear Kaiser effect plays a significant role compared to the nonlinear effect for [Formula: see text][Formula: see text]Mpc[Formula: see text][Formula: see text] at [Formula: see text], whereas persistent entropy proves to be a reliable measure against nonlinear influences.

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Publication Details

Journal
International Journal of Geometric Methods in Modern Physics
Published
2024-11-21
DOI
https://doi.org/10.1142/s0219887825400067
Citations
2
Primary Topic
CCD and CMOS Imaging Sensors
Type
article
Field-Weighted Citation Impact
0.42
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article

Impact of redshift space distortions on persistent homology of cosmic matter density field

M. Sadegh Movahed, M. H. Jalali Kanafi, Fatemeh Abedi
2 citations
International Journal of Geometric Methods in Modern Physics
CCD and CMOS Imaging Sensors
0.42
article

Impact of redshift space distortions on persistent homology of cosmic matter density field

M. Sadegh Movahed, M. H. Jalali Kanafi, Fatemeh Abedi
article en
2 citations

Abstract

By employing summary statistics obtained from Persistent Homology (PH), we investigate the influence of Redshift Space Distortions (RSD) on the topology of excursion sets formed through the super-level filtration method applied to three-dimensional matter density fields. The synthetic fields simulated by the Quijote suite in both real and redshift spaces are smoothed by accounting for the Gaussian smoothing function with different scales. The RSD leads a tendency for clusters ([Formula: see text]) to shift toward higher thresholds, while filament loops ([Formula: see text]) and cosmic voids ([Formula: see text]) migrate toward lower thresholds. Notably, [Formula: see text] exhibits greater sensitivity to RSD compared to clusters and independent loops. As the smoothing scales increase, the amplitude of the reduced Betti number curve ([Formula: see text]) decreases, and the corresponding peak position shifts toward the mean threshold. Conversely, the amplitude of [Formula: see text] remains almost unchanged with variations in redshift for [Formula: see text]. The analysis of persistent entropy and the overall abundance of [Formula: see text]-holes indicates that the linear Kaiser effect plays a significant role compared to the nonlinear effect for [Formula: see text][Formula: see text]Mpc[Formula: see text][Formula: see text] at [Formula: see text], whereas persistent entropy proves to be a reliable measure against nonlinear influences.

International Journal of Geometric Methods in Modern PhysicsVol. 22(10)
University of Lahore (PK), Institute for Research in Fundamental Sciences (IR), Shahid Beheshti University (IR)
Climate action
Openalex Percentile: Top 36%
CCD and CMOS Imaging Sensors
0.42
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Impact of redshift space distortions on persistent homology of cosmic matter density field — M. Sadegh Movahed, M. H. Jalali Kanafi, et al. · International Journal of Geometric Methods in Modern Physics (2024) | TGRS Research Map | TGRS