A Neural Network approach to reconstructing SuperKEKB beam parameters from beamstrahlung

20220 citationsPreprintgreen Open Access

Authors

S. Di Carlo

G. Bonvicini

Abstract

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.

Topics & Keywords

Particle Accelerators and Free-Electron Lasers Particle accelerators and beam dynamics Particle Detector Development and Performance

Publication Details

Published in: arXiv (Cornell University)

DOI: 10.48550/arxiv.2206.11709

Command Palette

A Neural Network approach to reconstructing SuperKEKB beam parameters from beamstrahlung

Authors

Abstract

Topics & Keywords

Publication Details