Using machine learning to separate hadronic and electromagnetic interactions in the GlueX forward calorimeter

Rebecca Barsotti, Matthew R. Shepherd

The GlueX forward calorimeter is an array of 2800 lead glass modules that was constructed to detect photons produced in the decays of hadrons. A background to this process originat…