A forward modeling approach to analyzing galaxy clustering with SimBIG

CH Hahn, M Eickenberg, S Ho, J Hou… - Proceedings of the …, 2023 - National Acad Sciences
We present cosmological constraints from a simulation-based inference (SBI) analysis of
galaxy clustering from the SimBIG forward modeling framework. SimBIG leverages the …

SimBIG: mock challenge for a forward modeling approach to galaxy clustering

CH Hahn, M Eickenberg, S Ho, J Hou… - … of Cosmology and …, 2023 - iopscience.iop.org
Abstract Simulation-Based Inference of Galaxies (SimBIG) is a forward modeling framework
for analyzing galaxy clustering using simulation-based inference. In this work, we present …

[HTML][HTML] Cosmological constraints from density-split clustering in the BOSS CMASS galaxy sample

E Paillas, C Cuesta-Lazaro, WJ Percival… - Monthly Notices of …, 2024 - academic.oup.com
We present a clustering analysis of the BOSS DR12 CMASS galaxy sample, combining
measurements of the galaxy two-point correlation function and density-split clustering down …

Cosmological constraints from the nonlinear galaxy bispectrum

CH Hahn, M Eickenberg, S Ho, J Hou, P Lemos… - Physical Review D, 2024 - APS
We present the cosmological constraints from analyzing higher-order galaxy clustering on
small nonlinear scales. We use SimBIG, a forward modeling framework for galaxy clustering …

Precise cosmological constraints from BOSS galaxy clustering with a simulation-based emulator of the wavelet scattering transform

G Valogiannis, S Yuan, C Dvorkin - Physical Review D, 2024 - APS
We perform a reanalysis of the BOSS CMASS DR12 galaxy dataset using a simulation-
based emulator for the wavelet scattering transform (WST) coefficients. Moving beyond our …

Galaxy clustering analysis with SimBIG and the wavelet scattering transform

B Régaldo-Saint Blancard, CH Hahn, S Ho, J Hou… - Physical Review D, 2024 - APS
The non-Gaussian spatial distribution of galaxies traces the large-scale structure of the
Universe and therefore constitutes a prime observable to constrain cosmological …

Cosmological constraints from the redshift-space galaxy skew spectra

J Hou, AM Dizgah, CH Hahn, M Eickenberg, S Ho… - Physical Review D, 2024 - APS
Extracting the non-Gaussian information of the cosmic large-scale structure (LSS) is vital in
unlocking the full potential of the rich datasets from the upcoming stage-IV galaxy surveys …

Probing massive neutrinos with the Minkowski functionals of the galaxy distribution

W Liu, A Jiang, W Fang - Journal of Cosmology and Astroparticle …, 2023 - iopscience.iop.org
The characteristic signatures of massive neutrinos on large-scale structure (LSS), if fully
captured, can be used to put a stringent constraint on their mass sum, M ν. Previous work …

[HTML][HTML] Parity-odd power spectra: concise statistics for cosmological parity violation

D Jamieson, A Caravano, J Hou… - Monthly Notices of …, 2024 - academic.oup.com
We introduce the parity-odd power (POP) spectra, a novel set of observables for probing
parity violation in cosmological N-point statistics. POP spectra are derived from composite …

Analysis of BOSS galaxy data with weighted skew-spectra

SF Chen, P Chakraborty, C Dvorkin - Journal of Cosmology and …, 2024 - iopscience.iop.org
We present the first application of the weighted skew-spectra to analyze non-Gaussian
information in galaxy survey data. Using the tree-level galaxy skew-spectra together with the …