ATLAS
PRELIMINARY
BEYOND SM
Boosted Higgs (bbˉ\rightarrow b\bar{b}) Boson Identification with the ATLAS Detector at s=13\sqrt{s} = 13 TeV

This document summarises the baseline boosted Higgs boson identification strategy for Run 2 data collected by the ATLAS detector at a centre-of-mass energy of s=13\sqrt{s} = 13 TeV, as updated for the analysis of the 2015 and 2016 data. Boosted HbbˉH\rightarrow b\bar{b} decays are reconstructed from jets found with the anti-ktk_{t} R=1.0R = 1.0 jet algorithm, that are trimmed using a subjet radius of Rsubjet=0.2R_{\text{subjet}} = 0.2 and a minimum transverse momentum fraction of fcut=5%f_{\text{cut}} = 5\%. To tag Higgs bosons, requirements are applied on the following quantities: bb-jets identified using R=0.2R = 0.2 track jets matched to the large-RR calorimeter jet, the trimmed jet mass and the trimmed jet energy correlation ratio D2β=1D_2^{\beta=1}. The Higgs boson tagging efficiency and corresponding multi-jet and hadronic top background rejections in simulated events are presented. Several benchmark tagging selections are defined based on specific signal efficiency targets. Systematic uncertainties on the Higgs tagging efficiency and background rejection resulting from uncertainties on the bb-tagging efficiency, mass and D2β=1D_2^{\beta=1} variables are provided. In addition, the bb-tagging performance at small bb-quark angular separations and the modelling of the jet properties, including jet substructure variables, are tested in a high pTp_\text{T} gbbˉg\rightarrow b\bar{b} rich sample of large-RR jets from pppp collisions at s=13\sqrt{s} = 13 TeV recorded in 2015.

Edit

Log in to your administrator account to edit.