Model-independent cosmological constraints from growth and expansion
Benjamin L'Huillier (1), Arman Shafieloo (1,2), Hyungjin Kim (3), ((1) KASI, (2) UST, (3) Waterloo)

TL;DR
This paper reconstructs the universe's expansion history using supernova data and growth rate measurements to place model-independent constraints on key cosmological parameters, supporting the standard model but not ruling out modifications.
Contribution
It provides a model-independent method to constrain cosmological parameters from growth and expansion data, reinforcing the concordance model with minimal assumptions.
Findings
Constraints align with the standard cosmological model within general relativity.
Current data quality is insufficient to exclude modified gravity.
Positivity condition on dark energy density further supports the concordance model.
Abstract
Reconstructing the expansion history of the Universe from type Ia supernovae data, we fit the growth rate measurements and put model-independent constraints on some key cosmological parameters, namely, , and . The constraints are consistent with those from the concordance model within the framework of general relativity, but the current quality of the data is not sufficient to rule out modified gravity models. Adding the condition that dark energy density should be positive at all redshifts, independently of its equation of state, further constrains the parameters and interestingly supports the concordance model.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
