DeepRICH: learning deeply Cherenkov detectors

Fanelli, Cristiano; Pomponi, Jary

doi:10.1088/2632-2153/ab845a

Title: DeepRICH: learning deeply Cherenkov detectors

Journal Article · 01 March 2020 · Machine Learning: Science and Technology

DOI: https://doi.org/10.1088/2632-2153/ab845a · OSTI ID:1616342

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Sponsoring Organization:: USDOE Office of Science (SC), Nuclear Physics (NP) (SC-26)

Grant/Contract Number:: SC0019999; FG02-94ER40818

OSTI ID:: 1616342

Journal Information:: Machine Learning: Science and Technology, Journal Name: Machine Learning: Science and Technology Journal Issue: 1 Vol. 1; ISSN 2632-2153

Publisher:: IOP PublishingCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (20)

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Simulation and reconstruction of the PANDA Barrel DIRC Dzhygadlo, R.; Gerhardt, A.; Go¨tzen, K. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 766 https://doi.org/10.1016/j.nima.2014.04.073	journal	December 2014
TOP counter for particle identification at the Belle II experiment Inami, Kenji Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 766 https://doi.org/10.1016/j.nima.2014.07.006	journal	December 2014
Design and performance of the focusing DIRC detector Dey, B.; Borsato, M.; Arnaud, N. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 775 https://doi.org/10.1016/j.nima.2014.11.120	journal	March 2015
Status of the GlueX DIRC Patsyuk, M.; Ali, A.; Barbosa, F. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 952 https://doi.org/10.1016/j.nima.2018.12.071	journal	February 2020
Cherenkov detectors fast simulation using neural networks Derkach, Denis; Kazeev, Nikita; Ratnikov, Fedor Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 952 https://doi.org/10.1016/j.nima.2019.01.031	journal	February 2020
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