69 citations · 194 across the 15 of their papers we have counts for
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astro-ph.CO2020★ 27 cited
Approximate Bayesian Uncertainties on Deep Learning Dynamical Mass Estimates of Galaxy Clusters
Matthew Ho, Arya Farahi, Markus Michael Rau +1
We study methods for reconstructing Bayesian uncertainties on dynamical mass estimates of galaxy clusters using convolutional neural networks (CNNs). We discuss the statistical bac…
astro-ph.GA2020★ 23 cited
Aging Halos: Implications of the Magnitude Gap on Conditional Statistics of Stellar and Gas Properties of Massive Halos
Arya Farahi, Matthew Ho, Hy Trac
Cold dark matter model predicts that the large-scale structure grows hierarchically. Small dark matter halos form first. Then, they grow gradually via continuous merger and accreti…