19 citations · 34 across the 3 of their papers we have counts for
3 papers
astro-ph.IM2025
Likelihood-free Model Selection in Cosmic Reionization with Three-dimensional Tomographic 21 cm Lightcone Images
T. Binnie, Xiaosheng Zhao, J. R. Pritchard +1
We explore likelihood-free (aka simulation-based) Bayesian model selection to quantify model comparison analyses of reionisation scenarios. We iteratively train the 3D Convolutiona…
astro-ph.CO2021★ 15 cited
Probing Compensated Isocurvature with the 21-cm Signal during Cosmic Dawn
Selim C. Hotinli, Thomas Binnie, Julian B. Muñoz +2
Upcoming measurements of the 21-cm line of neutral hydrogen will open a new observational window into the early stages of structure growth, providing a unique opportunity for probi…
astro-ph.IM2019★ 19 cited
Bayesian Model Selection with Future 21cm Observations of The Epoch of Reionisation
T. Binnie, J. R. Pritchard
We apply Bayesian statistics to perform model selection on different reionisation scenarios via the Multinest algorithm. Initially, we recover the results shown by 21CMMC for the p…