Using deep neural networks to improve the precision of fast-sampled particle timing detectors

Mateusz Kocot, Krzysztof Misan, Valentina Avati +3

Measurements from particle timing detectors are often affected by the time walk effect caused by statistical fluctuations in the charge deposited by passing particles. The constant…