Beyond optimization -- supervised learning applications in relativistic laser-plasma experiments

Jinpu Lin, Qian Qian, Jon Murphy +5

We explore the applications of machine learning techniques in relativistic laser-plasma experiments beyond optimization purposes. We predict the beam charge of electrons produced i…