WOMBAT, a quantized ML trigger for boosted H to b bbar jets, reaches a 1 kHz CMS trigger rate at jet pT around 140 to 147 GeV, about 40 to 47 GeV lower than the Single Jet 180 baseline.
Neutrino Physics (CERN-2014-001)
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I give a theoretical overview of some basic properties of massive neutrinos in these lectures. Particular attention is paid to the origin of neutrino masses, the pattern of lepton flavor mixing, the feature of leptonic CP violation and the electromagnetic properties of massive neutrinos. I highlight the TeV seesaw mechanisms as a possible bridge between neutrino physics and collider physics in the era characterized by the Large Hadron Collider.
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Design and FPGA Implementation of WOMBAT: A Deep Neural Network Level-1 Trigger System for Jet Substructure Identification and Boosted $H\rightarrow b\bar{b}$ Tagging at the CMS Experiment
WOMBAT, a quantized ML trigger for boosted H to b bbar jets, reaches a 1 kHz CMS trigger rate at jet pT around 140 to 147 GeV, about 40 to 47 GeV lower than the Single Jet 180 baseline.