Using Graph Neural Networks for the segmentation of overlapping objects in high granularity calorimeters

Matthieu Melennec, Frédéric Magniette

High-granularity calorimeters at the High-Luminosity LHC require novel algorithms to resolve overlapping particle showers. We present an optimised Graph Neural Network (GNN) segmen…