Measurements of the neutral meson Dalitz decay with application of Deep Learning techniques

The thesis project is focused on the study of the Dalitz decay of the neutral pion meson. The research project is divided into two parts: in the former, standard statistical analysis techniques have been developed for the measurement of the Transition Form Factor and Branching Ratio of the decay, while in the latter, a series of Deep Learning algorithms have been tested as possibile ways of improving the analytical results.