Identification of galaxy shreds in large photometric catalogs using Convolutional Neural Networks

Enrico M. Di Teodoro, Josh E. G. Peek, John F. Wu

Contamination from galaxy fragments, identified as sources, is a major issue in large photometric galaxy catalogs. In this paper, we prove that this problem can be easily addressed…