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.
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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.