Using Generative Models to Simulate Cosmogenic Radiation

Gefen Kohavi, Daniel Ho, Michael Gussert

We introduce HAWCgen, a set of deep generative neural network models, which are designed to supplement, or in some cases replace, parts of the simulation pipeline for the High Alti…