1 code implementation • 16 Oct 2017 • E. Drakopoulou, G. A. Cowan, M. D. Needham, S. Playfer, M. Taani
The application of machine learning techniques to the reconstruction of lepton energies in water Cherenkov detectors is discussed and illustrated for TITUS, a proposed intermediate detector for the Hyper-Kamiokande experiment.
Instrumentation and Detectors High Energy Physics - Experiment
6 code implementations • 22 Dec 2016 • G. A. Cowan, D. C. Craik, M. D. Needham
RapidSim is a lightweight application for the fast simulation of phase space decays of beauty and charm quark hadrons, allowing for quick studies of the properties of signal and background decays in particle physics analyses.
High Energy Physics - Experiment
