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20212026
most citedNanosecond machine learning event classification with boosted decision trees in FPGA for high energy physics

28 citations · 63 across the 8 of their papers we have counts for

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hep-ph2025

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…

hep-ph2023

Illuminating all-hadronic final states with a photon: Exotic decays of the Higgs boson to four bottom quarks in vector boson fusion plus gamma at hadron colliders

Stephen T. Roche, Benjamin T. Carlson, Christopher R. Hayes +1

We investigate the potential to detect Higgs boson decays to four bottom quarks through a pair of pseudoscalars, a final state that is predicted by many theories beyond the Standar…