Measurement of the cross-section for producing a $W$ boson in association with a single top quark in $pp$ collisions at $\sqrt{s}={13}$ TeV with ATLAS
ATLAS Collaboration

TL;DR
This paper reports a measurement of the W boson and single top quark production cross-section in proton-proton collisions at 13 TeV using ATLAS data, employing advanced analysis techniques to distinguish signal from background.
Contribution
It presents the first measurement of the Wt production cross-section at 13 TeV with detailed event selection and background discrimination methods.
Findings
Measured cross-section: 94 ± 10 (stat.) +28/-22 (syst.) ± 2 (lumi.) pb.
Result consistent with Standard Model prediction of 71.7 ± 3.4 pb.
Used boosted decision trees for signal-background separation.
Abstract
The inclusive cross-section for the associated production of a boson and top quark is measured using data from proton-proton collisions at TeV. The dataset corresponds to an integrated luminosity of 3.2 fb, and was collected in 2015 by the ATLAS detector at the Large Hadron Collider at CERN. Events are selected requiring two opposite sign isolated leptons and at least one jet; they are separated into signal and control regions based on their jet multiplicity and the number of jets that are identified as containing hadrons. The signal is then separated from the background using boosted decision tree discriminants in two regions. The cross-section is extracted by fitting templates to the data distributions, and is measured to be (stat.) (syst.) (lumi.) pb. The measurement is in agreement with the Standard…
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