Model-independent late-universe measurements of H 0 and K with the parametrization based on cosmic age-improved inverse distance ladder
Guo-Hong Du, Tian-Nuo Li, Jia-Le Ling, Yan-Hong Yao, Jing-Fei Zhang, Xin Zhang
astro-ph.CO, gr-qc, hep-ph
Submitted: 2026-07-07
Updated: 2026-08-21
Comments: 10 pages, 2 figures; accepted for publication in Physical Review D as a Letter
Journal ref: Phys. Rev. D 114, L041304 (2026)
DOI: 10.1103/rl22-1dyx
License: http://creativecommons.org/licenses/by/4.0/
The gist: The standard Λ CDM model has encountered serious challenges and the H 0 tension has become more significant with increasingly precise cosmological observations.
Terminology
Abstract
The standard Λ CDM model has encountered serious challenges and the H 0 tension has become more significant with increasingly precise cosmological observations. Meanwhile, inconsistencies in measurements of the curvature parameter Ω K between different datasets also have emerged. In this work, we employ two global and cosmic age-based parameterizations, PAge and MAPAge, to perform model-independent measurements of the Hubble constant H 0 and Ω K by utilizing the inverse distance ladder (IDL). To construct the PAge-improved IDL, we utilize the strong gravitational lensing (SGL), cosmic chronometers (CC), and gamma ray bursts (GRB) data to calibrate the latest DESI DR2 baryon acoustic oscillation and DESY5 or DES-Dovekie type Ia supernova data. Our analysis indicates that DESI+DES-Dovekie+SGL+CC+GRB gives H 0=72.20 plus or minus 1.00, km s-1 Mpc-1 in the MAPAge model, reducing the H 0 tension to the 0.6σ level. Extending to the MAPAge +Ω K model, we obtain Ω K=0.005 plus or minus 0.037, which suggests that current late-time data are consistent with a flat universe. Finally, the Bayesian analysis indicates that the present late-universe data provide weak to moderate evidence in favor of PAge and MAPAge relative to Λ CDM.
Sources
- The trouble with $H_0$
- In the Realm of the Hubble tension $-$ a Review of Solutions
- Cosmology Intertwined: A Review of the Particle Physics, Astrophysics, and Cosmology Associated with the Cosmological Tensions and Anomalies
- The CosmoVerse White Paper: Addressing observational tensions in cosmology with systematics and fundamental physics
- A Comprehensive Measurement of the Local Value of the Hubble Constant with 1 km/s/Mpc Uncertainty from the Hubble Space Telescope and the SH0ES Team
- Planck 2018 results. VI. Cosmological parameters
- The Atacama Cosmology Telescope: DR4 Maps and Cosmological Parameters
- Constraints on cosmology and baryonic feedback with joint analysis of Dark Energy Survey Year 3 lensing data and ACT DR6 thermal Sunyaev-Zel'dovich effect observations
- Curvature tension: evidence for a closed universe
- A blinded determination of $H_0$ from low-redshift Type Ia supernovae, calibrated by Cepheid variables
- Can the $H_0$ tension be resolved in extensions to $\Lambda$CDM cosmology?
- Planck 2018 results. VII. Isotropy and Statistics of the CMB
- New physics in light of the $H_0$ tension: an alternative view
- Cosmology Intertwined III: $f \sigma_8$ and $S_8$
- Implications for the Hubble tension from the ages of the oldest astrophysical objects
- Seven hints that early-time new physics alone is not sufficient to solve the Hubble tension
- Gravitational wave standard sirens: A brief review of cosmological parameter estimation
- Reconstruction of a scalar-tensor theory of gravity in an accelerating universe
- Exploring the Expansion History of the Universe
- Supernova Constraints on a holographic dark energy model
Related papers
- Angular clustering and bias of photometric quasars in the Kilo-Degree Survey Data Release 4
- A Novel kinetic Sunyaev-Zel'dovich Estimator for Electron-Electron Correlations
- Magnetic fields at the dawn of structure formation I. The CARLA J1510+5958 proto-cluster
- Dark Energy Survey Year 6 Results: Weak Lensing and Galaxy Clustering Cosmological Analysis Framework
- Exploring the Impact of Systematic Bias in Type Ia Supernova Cosmology Across Diverse Dark Energy Parametrizations
- Non-Gaussian Galaxy Stochasticity and the Noise-Field Formulation