12 citations · 19 across the 11 of their papers we have counts for
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astro-ph.IM2024★ 7 cited
SKATR: A Self-Supervised Summary Transformer for SKA
Ayodele Ore, Caroline Heneka, Tilman Plehn
The Square Kilometer Array will initiate a new era of radio astronomy by allowing 3D imaging of the Universe during Cosmic Dawn and Reionization. Modern machine learning is crucial…
astro-ph.CO2024★ 12 cited
Optimal, fast, and robust inference of reionization-era cosmology with the 21cmPIE-INN
Benedikt Schosser, Caroline Heneka, Tilman Plehn
Modern machine learning will allow for simulation-based inference from reionization-era 21cm observations at the Square Kilometre Array. Our framework combines a convolutional summ…