Andrea Fiorilli

CNN+FoF: application of deep learning to the identification of dark matter haloes

Abstract We present a deep-learning-based approach for identifying dark matter haloes in cosmological N-body simulations. Our framework consists of a volumetric Convolutional Neural Network to classify individual simulation particles as either halo or non-halo members, followed b...