Calorimetry with Deep Learning: Particle Simulation and Reconstruction for Collider Physics

Dawit Belayneh, Federico Carminati, Amir Farbin +13

Using detailed simulations of calorimeter showers as training data, we investigate the use of deep learning algorithms for the simulation and reconstruction of particles produced i…