El Bashir, B. O.

A Neural Network approach to reconstructing SuperKEKB beam parameters from beamstrahlung

Here, 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.