Super-resolving Dark Matter Halos using Generative Deep Learning

David Schaurecker, Yin Li, Jeremy Tinker +2

Generative deep learning methods built upon Convolutional Neural Networks (CNNs) provide a great tool for predicting non-linear structure in cosmology. In this work we predict high…