Nanosecond 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