Imprint of massive neutrinos on Persistent Homology of large-scale structure

ABSTRACT Exploiting the Persistent Homology technique and its complementary representations, we examine the footprint of summed neutrino mass ($M_{\nu }$) in the various density fields simulated by the publicly available Quijote suite. The evolution of topological features by utilizing the superlevel filtration on three-dimensional density fields at zero redshift, reveals a remarkable benchmark for constraining the cosmological parameters, particularly $M_{\nu }$ and $\sigma _8$. The abundance of independent closed surfaces (voids) compared to the connected components (clusters) and independent loops (filaments), is more sensitive to the presence of $M_{\nu }$ for $R=5$ Mpc $h^{-1}$ irrespective of whether using the total matter density field (m) or cold dark matter + baryons field ($\mathrm{ \mathrm{cb}}$). Reducing the degeneracy between $M_{\nu }$ and $\sigma _8$ is achieved via Persistent Homology for the m field but not for the $\mathrm{cb}$ field. The uncertainty of $M_{\nu }$ at $1\sigma$ confidenc interval from the joint analysis of Persistent Homology vectorization for the m and $\mathrm{cb}$ fields smoothed by $R=5$ Mpc $h^{-1}$ at $z=0$ reaches 0.0152 and 0.1242 eV, respectively. Noticing the use of the three-dimensional underlying density field at $z=0$, the mentioned uncertainties can be treated as the theoretical lower limits.

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Publication Details

Journal
Monthly Notices of the Royal Astronomical Society
Published
2024-09-12
DOI
https://doi.org/10.1093/mnras/stae2044
Citations
5
Primary Topic
Particle physics theoretical and experimental studies
Type
article
Field-Weighted Citation Impact
3.30
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article

Imprint of massive neutrinos on Persistent Homology of large-scale structure

Saeed Ansarifard, M. Sadegh Movahed, M. H. Jalali Kanafi
5 citations
Monthly Notices of the Royal Astronomical Society
Particle physics theoretical and experimental studies
3.30
article

Imprint of massive neutrinos on Persistent Homology of large-scale structure

Saeed Ansarifard, M. Sadegh Movahed, M. H. Jalali Kanafi
article en
5 citations

Abstract

ABSTRACT Exploiting the Persistent Homology technique and its complementary representations, we examine the footprint of summed neutrino mass ($M_{\nu }$) in the various density fields simulated by the publicly available Quijote suite. The evolution of topological features by utilizing the superlevel filtration on three-dimensional density fields at zero redshift, reveals a remarkable benchmark for constraining the cosmological parameters, particularly $M_{\nu }$ and $\sigma _8$. The abundance of independent closed surfaces (voids) compared to the connected components (clusters) and independent loops (filaments), is more sensitive to the presence of $M_{\nu }$ for $R=5$ Mpc $h^{-1}$ irrespective of whether using the total matter density field (m) or cold dark matter + baryons field ($\mathrm{ \mathrm{cb}}$). Reducing the degeneracy between $M_{\nu }$ and $\sigma _8$ is achieved via Persistent Homology for the m field but not for the $\mathrm{cb}$ field. The uncertainty of $M_{\nu }$ at $1\sigma$ confidenc interval from the joint analysis of Persistent Homology vectorization for the m and $\mathrm{cb}$ fields smoothed by $R=5$ Mpc $h^{-1}$ at $z=0$ reaches 0.0152 and 0.1242 eV, respectively. Noticing the use of the three-dimensional underlying density field at $z=0$, the mentioned uncertainties can be treated as the theoretical lower limits.

Monthly Notices of the Royal Astronomical SocietyVol. 535(1)
Institute for Research in Fundamental Sciences (IR), Shahid Beheshti University (IR)
Openalex Percentile: Top 6%
Particle physics theoretical and experimental studies
3.30
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Imprint of massive neutrinos on Persistent Homology of large-scale structure — Saeed Ansarifard, M. Sadegh Movahed, et al. · Monthly Notices of the Royal Astronomical Society (2024) | TGRS Research Map | TGRS