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AFRICAN RESEARCH NEXUS

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physics and astronomy

A Neural Network approach to reconstructing SuperKEKB beam parameters from beamstrahlung

Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Volume 1042, Article 167453, Year 2022

This work shows how it is possible to reconstruct SuperKEKB's beam parameters using a Neural Network with beamstrahlung signal from the Large Angle Beamstrahlung Monitor (LABM) as input. We describe the device, the model, and discuss the results.

Statistics
Citations: 20
Authors: 20
Affiliations: 9
Identifiers
Doi: 10.1016/j.nima.2022.167453
ISSN: 01689002

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