Model independent constraints on the cosmological expansion rate
Edvard Mortsell, Chris Clarkson

TL;DR
This study develops a model-independent method to analyze the universe's expansion rate using supernova and large-scale structure data, confirming late-time acceleration without assuming specific cosmological models.
Contribution
A new model-independent approach to constrain the cosmic expansion history, avoiding assumptions about dark energy or gravity theories.
Findings
Late-time acceleration is confirmed at >5 sigma from supernova data.
Deceleration at high redshifts is supported only under flat or negatively curved universe assumptions.
Expansion acceleration today is detected at >12 sigma using Taylor expansion of the scale factor.
Abstract
We investigate what current cosmological data tells us about the cosmological expansion rate in a model independent way. Specifically, we study if the expansion was decelerating at high redshifts and is accelerating now, without referring to any model for the energy content of the universe, nor to any specific theory of gravity. This differs from most studies of the expansion rate which, e.g., assumes some underlying parameterised model for the dark energy component of the universe. To accomplish this, we have devised a new method to probe the expansion rate without relying on such assumptions. Using only supernova data, we conclude that there is little doubt that the universe has been accelerating at late times. However, contrary to some previous claims, we can not determine if the universe was previously decelerating. For a variety of methods used for constraining the expansion…
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