Dark Matter-induced electron excitations in silicon and germanium with Deep Learning

Riccardo Catena, Einar Urdshals

We train a deep neural network (DNN) to output rates of dark matter (DM) induced electron excitations in silicon and germanium detectors. Our DNN provides a massive speedup of arou…