64 citations · 234 across the 20 of their papers we have counts for
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astro-ph.IM2019
Algorithms and Statistical Models for Scientific Discovery in the Petabyte Era
Brian Nord, Andrew J. Connolly, Jamie Kinney +35
The field of astronomy has arrived at a turning point in terms of size and complexity of both datasets and scientific collaboration. Commensurately, algorithms and statistical mode…
astro-ph.CO2019★ 44 cited
An interpretable machine learning framework for dark matter halo formation
Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen
We present a generalization of our recently proposed machine learning framework, aiming to provide new physical insights into dark matter halo formation. We investigate the impact…