Gaussian processes and effective field theory of $f(T)$ gravity under the $H_0$ tension

Abstract

We consider the effective field theory formulation of torsional gravity in a cosmological framework to alter the background evolution. Then we use the latest $H_0$ measurement from the SH0ES Team as well as observational Hubble data from cosmic chronometer (CC) and radial baryon acoustic oscillations (BAO) and we reconstruct the $f(T)$ form in a model-independent way by applying Gaussian processes. Since the special square-root term does not affect the evolution at the background level, we finally summarize a family of functions that can produce the background evolution required by the data. Lastly, performing a fitting using polynomial functions, and implementing the Bayesian Information Criterion (BIC), we find an analytic expression that may describe the cosmological evolution in great agreement with observations.

arXiv comment10 pages, 6 figures

References in corpus (83)

• Observational Evidence from Supernovae for an Accelerating Universe and a Cosmological Constant
• Unified cosmic history in modified gravity: from F(R) theory to Lorentz non-invariant models
• f(R) theories
• In the Realm of the Hubble tension $-$ a Review of Solutions
• f(T) teleparallel gravity and cosmology
• H0LiCOW XIII. A 2.4% measurement of $H_0$ from lensed quasars: $5.3\sigma$ tension between early and late-Universe probes
• The Effective Field Theory of Inflation
• Information criteria for astrophysical model selection
• Constraining Cosmological Parameters Based on Relative Galaxy Ages
• Cosmology Intertwined II: The Hubble Constant Tension
• New Parallaxes of Galactic Cepheids from Spatially Scanning the Hubble Space Telescope: Implications for the Hubble Constant
• New physics in light of the $H_0$ tension: an alternative view
• The Effective Field Theory of Dark Energy
• Dynamical dark energy in light of the latest observations
• Matter Bounce Cosmology with the f(T) Gravity
• Reconstruction of dark energy and expansion dynamics using Gaussian processes
• Cosmological perturbations in f(T) gravity
• Essential Building Blocks of Dark Energy
• Early dark energy, the Hubble-parameter tension, and the string axiverse
• On the Hubble constant tension in the SNe Ia Pantheon sample
• The covariant formulation of f(T) gravity
• Modified teleparallel theories of gravity
• Extended Gravity Cosmography
• Hubble parameter measurement constraints on the redshift of the deceleration-acceleration transition, dynamical dark energy, and space curvature
• Teleparallel Theories of Gravity: Illuminating a Fully Invariant Approach
• Tale of stable interacting dark energy, observational signatures, and the $H_0$ tension
• Cosmography in f(T)-gravity
• Dark Energy or Modified Gravity? An Effective Field Theory Approach
• Hubble Parameter and Baryon Acoustic Oscillation Measurement Constraints on the Hubble Constant, the Deviation from the Spatially-Flat $\Lambda$cdm Model, The Deceleration-Acceleration Transition Redshift, and Spatial Curvature
• An Improved Distance to NGC 4258 and its Implications for the Hubble Constant
• On the evolution of the Hubble constant with the SNe Ia Pantheon Sample and Baryon Acoustic Oscillations: a feasibility study for GRB-cosmology in 2030
• Nonparametric Dark Energy Reconstruction from Supernova Data
• A buyer's guide to the Hubble Constant
• Consistency tests of $\Lambda$CDM from the early integrated Sachs-Wolfe effect: Implications for early-time new physics and the Hubble tension
• Can Late Dark Energy Transitions Raise the Hubble constant?
• Effective Field Theory of Dark Energy: a Review
• Consistent Calibration of the Tip of the Red Giant Branch in the Large Magellanic Cloud on the Hubble Space Telescope Photometric System and a Re-determination of the Hubble Constant
• Reducing the $H_0$ and ${\sigma }_8$ tensions with Dark Matter-neutrino interactions
• A Measure of de Sitter Entropy and Eternal Inflation
• Observational constraints on one-parameter dynamical dark-energy parametrizations and the $H_0$ tension
• The Cardassian expansion revisited: constraints from updated Hubble parameter measurements and Type Ia Supernovae data
• Cosmological perturbations in modified teleparallel gravity models
• $f(T)$ gravity after GW170817 and GRB170817A
• Is Local $H_0$ At Odds With Dark Energy EFT?
• A local resolution of the Hubble tension: The impact of screened fifth forces on the cosmic distance ladder
• Null test of the cosmic curvature using $H(z)$ and supernovae data
• Model-independent reconstruction of $f(T)$ gravity from Gaussian Processes
• Reconstructing the interaction between dark energy and dark matter using Gaussian Processes
• Observational constraints on sign-changeable interaction models and alleviation of the $H_0$ tension
• Beyond six parameters: extending $\Lambda$CDM
• Interpreting cosmological tensions from the effective field theory of torsional gravity
• Bayesian analysis of $f(T)$ gravity using $f{\sigma }_8$ data
• Quantifying the $S_8$ tension with the Redshift Space Distortion data set
• Dynamical systems approach and generic properties of $f(T)$ cosmology
• Dynamical Stability Analysis of Accelerating f(T) Gravity Models
• Photon sphere and perihelion shift in weak $f(T)$ gravity
• The effective field theory approach of teleparallel gravity, $f(T)$ gravity and beyond
• Test of the cosmic evolution using Gaussian processes
• Model-independent reconstruction of $f(T)$ teleparallel cosmology
• Data-driven Reconstruction of the Late-time Cosmic Acceleration with f(T) Gravity
• Constraints on interacting dark energy models through cosmic chronometers and Gaussian process
• Constraining Teleparallel Gravity through Gaussian Processes
• Improved constraints on the dark energy equation of state using Gaussian processes
• An analysis of the $H_0$ tension problem in a universe with a viscous dark fluid
• Minkowski space in $f(T)$ gravity
• Testing the effect of $H_0$ on $f{\sigma }_8$ tension using a Gaussian Process method
• Teleparallel Gravity: An Overview
• Reconstructing teleparallel gravity with cosmic structure growth and expansion rate data
• Did the Universe Experienced a Pressure non-Crushing Type Cosmological Singularity in the Recent Past?
• Post-Newtonian limit of Teleparallel Horndeski gravity
• Swampland criteria for a dark-energy dominated universe, ensuing from Gaussian process and H(z) data analysis
• Static spherically symmetric black holes in weak f(T)-gravity
• A simple parity violating model in the symmetric teleparallel gravity and its cosmological perturbations
• A data-driven Reconstruction of Horndeski gravity via the Gaussian processes
• Deflection angle and lensing signature of covariant f(T) gravity
• New test on general relativity and $f(T)$ torsional gravity from galaxy-galaxy weak lensing surveys
• Revisiting a non-parametric reconstruction of the deceleration parameter from combined background and the growth rate data
• The Hubble Tension, The $M$ Crisis of Late Time $H(z)$ Deformation Models and the Reconstruction of Quintessence Lagrangians
• A model-independent reconstruction of dark sector interactions
• Possible Hints of Sterile Neutrinos in Recent Measurements of the Hubble Parameter
• Distinguish the $f(T)$ model from $\Lambda$CDM model with Gravitational Wave observations
• The Pantheon+ Analysis: Dependence of Cosmological Constraints on Photometric-Zeropoint Uncertainties of Supernova Surveys
• On the Robustness of the Constancy of the Supernova Absolute Magnitude: Non-parametric Reconstruction \& Bayesian approaches

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• The CosmoVerse White Paper: Addressing observational tensions in cosmology with systematics and fundamental physics
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• Finite-time Cosmological Singularities and the Possible Fate of the Universe
• Quintom cosmology and modified gravity after DESI 2024
• Quasinormal modes of black holes in f(T) gravity
• Multidimensionality of the Hubble tension: the roles of ${\Omega }_m$ and ${\omega }_c$
• Data reconstruction of the dynamical connection function in $f(Q)$ cosmology
• Modified gravity realizations of quintom dark energy after DESI DR2
• Impacts of gravitational-wave standard siren observations from Einstein Telescope and Cosmic Explorer on weighing neutrinos in interacting dark energy models
• The effective field theory approach to the strong coupling issue in $f(T)$ gravity
• Can $f(T)$ models play a bridge between early and late time Universe?
• Constraints on $f(T)$ Cosmology with Pantheon+
• Dark energy by natural evolution: Constraining dark energy using Approximate Bayesian Computation
• Neural Network Reconstruction of $H^{\prime }(z)$ and its application in Teleparallel Gravity
• Gaussian Process Approach for Model-Independent Reconstruction of $f(Q)$ Gravity with Direct Hubble Measurements
• Planck-PR4 anisotropy spectra show (better) consistency with General Relativity
• Neural network reconstruction of cosmology using the Pantheon compilation
• Cosmic Growth in $f(T)$ Teleparallel Gravity
• Gaussian-process reconstructions and model building of quintom dark energy from latest cosmological observations
• Growth of structures using redshift space distortion in $f(T)$ Cosmology
• Cosmological constraints of Palatini $f(\mathcal{R})$ gravity
• $f(T)$ cosmology in the regime of quasar observations
• A possible late-time transition of $M_B$ inferred via neural networks
• N-body simulations, halo mass functions, and halo density profile in $f(T)$ gravity
• Galaxy-galaxy lensing data: $f(T)$ gravity challenges General Relativity
• Myrzakulov Gravity in Vielbein Formalism: A Study in Weitzenböck Spacetime
• Unveiling the Effects of Coupling Extended Proca-Nuevo Gravity on Cosmic Expansion with Recent Observations
• Resilience and implications of adiabatic CMB cooling
• 2D BAO vs 3D BAO: Hints for new physics?
• Background-dependent and classical correspondences between $f(Q)$ and $f(T)$ gravity
• Einstein-Gauss-Bonnet-Myrzakulov Gravity from $R+F(T,G)$: Numerical Insights and Torsion-Gauss-Bonnet Dynamics in Weitzenböck Spacetime
• Cosmology of Cubic Poincaré Gauge gravity