Determining the metric of the Cosmos: stability, accuracy, and consistency
M. L. McClure, Charles Hellaby

TL;DR
This paper advances methods for empirically determining the Universe's geometry using inhomogeneous models, improving numerical schemes to handle observational uncertainties and special regions like the origin and maximum areal radius.
Contribution
It introduces an improved numerical scheme for LTB models that accounts for observational uncertainties and special regions, enabling more accurate empirical cosmological measurements.
Findings
Validated data reduction with perfect test data
Enhanced numerical scheme for real data application
Demonstrated correction method for systematic errors
Abstract
The ultimate application of Einstein's field equations is to empirically determine the geometry of the Universe from its matter content, rather than simply assuming the Universe can be represented by a homogeneous model on all scales. Choosing an LTB model as the most convenient inhomogeneous model for the early stages of development, a data reduction procedure was recently validated using perfect test data. Here we simulate observational uncertainties and improve the previous numerical scheme to ensure that it will be usable with real data as soon as observational surveys are sufficiently deep and complete. Two regions require special treatment--the origin and the maximum in the areal radius. To minimize numerical errors near the origin, we use an LTB series expansion to provide the initial values for integrating the differential equations. We also use an improved method to match the…
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