Machine learning constraints on deviations from general relativity from the large scale structure of the Universe

G Alestas, L Kazantzidis, S Nesseris - Physical Review D, 2022 - APS
We use a particular machine learning approach, called the genetic algorithms (GAs), in
order to place constraints on deviations from general relativity (GR) via a possible evolution …

Tension of the statistic and redshift space distortion data with the Planck- model and implications for weakening gravity

F Skara, L Perivolaropoulos - Physical Review D, 2020 - APS
The EG statistic is a powerful probe for detecting deviations from general relativity by
combining weak lensing (WL), real-space clustering, and redshift space distortion (RSD) …

Cosmological tests of gravity: a future perspective

M Martinelli, S Casas - Universe, 2021 - mdpi.com
In this review, we outline the expected tests of gravity that will be achieved at cosmological
scales in the upcoming decades. We focus mainly on constraints on phenomenologically …

Constraining gravity with a new precision estimator using Planck SDSS BOSS data

L Wenzl, R Bean, SF Chen, GS Farren… - Physical Review D, 2024 - APS
The EG statistic is a discriminating probe of gravity developed to test the prediction of
general relativity (GR) for the relation between gravitational potential and clustering on the …

Hints of dark energy anisotropic stress using Machine Learning

R Arjona, S Nesseris - Journal of Cosmology and Astroparticle …, 2020 - iopscience.iop.org
Recent analyses of the Planck data and quasars at high redshifts have suggested possible
deviations from the flat Λ cold dark matter model (ΛCDM), where Λ is the cosmological …

Measuring anisotropic stress with relativistic effects

DS Blanco, C Bonvin - Physical Review D, 2021 - APS
One of the main goal of large-scale structure surveys is to test the consistency of general
relativity at cosmological scales. In the Λ CDM model of cosmology, the relations between …

Model-independent test for gravity using intensity mapping and galaxy clustering

MM Abidi, C Bonvin, M Jalilvand, M Kunz - Physical Review D, 2023 - APS
We propose a novel method to measure the EG statistic from clustering alone. The EG
statistic provides an elegant way of testing the consistency of General Relativity by …

A null test to probe the scale dependence of the growth of structure as a test of general relativity

FO Franco, C Bonvin, C Clarkson - Monthly Notices of the Royal …, 2020 - academic.oup.com
The main science driver for the coming generation of cosmological surveys is understanding
dark energy that relies on testing general relativity on the largest scales. Once we move …

Dark sector evolution in Horndeski models

F Pace, RA Battye, B Bolliet… - Journal of Cosmology and …, 2019 - iopscience.iop.org
We use the Equation of State (EoS) approach to study the evolution of the dark sector in
Horndeski models, the most general scalar-tensor theories with second order equations of …

Gravitation and the Universe from large scale-structures: The GAUSS mission concept Mapping the cosmic web up to the reionization era

A Blanchard, É Aubourg, P Brax, FJ Castander… - Experimental …, 2021 - Springer
Today, thanks in particular to the results of the ESA Planck mission, the concordance
cosmological model appears to be the most robust to describe the evolution and content of …