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
Roche S, Carlson B, Hayes C, Hong T. 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. Physical Review D 2024, 109: 115029. DOI: 10.1103/physrevd.109.115029.Peer-Reviewed Original ResearchVector boson fusionBottom quarkHiggs bosonBranching ratiosAll-hadronic final stateHiggs decay branching ratiosDecay branching ratiosHiggs branching ratiosExotic decaysIntegrated luminosityHadron ColliderFinal statesHL-LHCSignal significanceHiggsRun 3Standard modelQuarksBosonsPhotonsDecaySignal sensitivityHadronsPseudoscalarsColliderNanosecond anomaly detection with decision trees and real-time application to exotic Higgs decays
Roche S, Bayer Q, Carlson B, Ouligian W, Serhiayenka P, Stelzer J, Hong T. Nanosecond anomaly detection with decision trees and real-time application to exotic Higgs decays. Nature Communications 2024, 15: 3527. PMID: 38664390, PMCID: PMC11045859, DOI: 10.1038/s41467-024-47704-8.Peer-Reviewed Original ResearchLarge Hadron ColliderAnomaly detectionExotic decaysExotic HiggsHiggs bosonPhysical processesHadron ColliderStandard modelHiggsTrigger systemDecision treeDeep decision treesReal-time applicationsLow latency valuesAnomaly detectorAutoencoder algorithmField Programmable Gate ArrayResource usageProgrammable gate arrayBosonsColliderCERNAutoencoderLargeResource constraints