A First Look at creating mock catalogs with machine learning techniques

Xiaoying Xu, Shirley Ho, Hy Trac +3

We investigate machine learning (ML) techniques for predicting the number of galaxies (N_gal) that occupy a halo, given the halo's properties. These types of mappings are crucial f…