Cherenkov Detectors Fast Simulation Using Neural Networks

Denis Derkach, Nikita Kazeev, Fedor Ratnikov +2

We propose a way to simulate Cherenkov detector response using a generative adversarial neural network to bypass low-level details. This network is trained to reproduce high level…