Ring-based ML calibration with in situ pileup correction for real-time jet triggers

Benjamin T. Carlson, Stephen T. Roche, Michael Hemmett +1

We present a machine learning (ML) method to calibrate hadronic jet energy in real-time trigger systems of the High-Luminosity Large Hadron Collider (HL-LHC) using an efficient imp…