92 citations · 800 across the 37 of their papers we have counts for
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astro-ph.CO2018★ 36 cited
Machine Learning Applied to the Reionization History of the Universe in the 21 cm Signal
Paul La Plante, Michelle Ntampaka
The Epoch of Reionization (EoR) features a rich interplay between the first luminous sources and the low-density gas of the intergalactic medium (IGM), where photons from these sou…
astro-ph.CO2018★ 90 cited
A Deep Learning Approach to Galaxy Cluster X-ray Masses
M. Ntampaka, J. ZuHone, D. Eisenstein +9
We present a machine-learning approach for estimating galaxy cluster masses from Chandra mock images. We utilize a Convolutional Neural Network (CNN), a deep machine learning tool…