Search for the Standard Model Higgs boson produced in association with top quarks and decaying into a $b\bar{b}$ pair in $pp$ collisions at $\sqrt{s}$ = 13 TeV with the ATLAS detector
ATLAS Collaboration

TL;DR
This paper reports a search for the Standard Model Higgs boson produced with top quarks decaying into a bottom quark pair, using ATLAS data at 13 TeV, employing multivariate analysis to distinguish signal from background.
Contribution
It presents the first measurement of the $t\bar{t}H$ production cross-section in the $b\bar{b}$ decay mode at 13 TeV with detailed categorization and advanced multivariate techniques.
Findings
Measured signal strength ratio $\mu=0.84^{+0.64}_{-0.61}$
Excluded $\mu > 2.0$ at 95% CL
Expected upper limit $\mu < 1.2$
Abstract
A search for the Standard Model Higgs boson produced in association with a top-quark pair, , is presented. The analysis uses 36.1 fb of collision data at = 13 TeV, collected with the ATLAS detector at the Large Hadron Collider in 2015 and 2016. The search targets the decay mode. The selected events contain either one or two electrons or muons from the top-quark decays, and are then categorized according to the number of jets and how likely these are to contain -hadrons. Multivariate techniques are used to discriminate between signal and background events, the latter being dominated by + jets production. For a Higgs boson mass of 125 GeV, the ratio of the measured signal cross-section to the Standard Model expectation is found to be . A value of greater than 2.0 is excluded at…
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