Populating Galaxies Into Halos Via Machine Learning on the Simba Simulation

Pratyush Kumar Das, Romeel Davé, Weiguang Cui

We present a machine-learning framework, Machine Inferred Galaxy (MIG), to populate dark-matter haloes with galaxies in N-body simulations. MIG predicts stellar mass ($M_{\ast }$), st…