Identification and energy calibration of hadronically decaying tau leptons with the ATLAS experiment in $pp$ collisions at $\sqrt{s}$=8 TeV
ATLAS Collaboration

TL;DR
This paper details the algorithms and performance metrics for identifying and calibrating hadronic tau decays in ATLAS data at 8 TeV, achieving high precision in energy scale and identification efficiency.
Contribution
It introduces improved tau identification and energy calibration algorithms validated with 2012 ATLAS data, with quantified uncertainties and efficiencies.
Findings
Tau energy scale uncertainty of 2-4%
Tau identification efficiency measured with 2.5-4% precision
Trigger efficiency measured with 2-8% precision
Abstract
This paper describes the trigger and offline reconstruction, identification and energy calibration algorithms for hadronic decays of tau leptons employed for the data collected from collisions in 2012 with the ATLAS detector at the LHC center-of-mass energy TeV. The performance of these algorithms is measured in most cases with decays to tau leptons using the full 2012 dataset, corresponding to an integrated luminosity of 20.3 fb. An uncertainty on the offline reconstructed tau energy scale of %, depending on transverse energy and pseudorapidity, is achieved using two independent methods. The offline tau identification efficiency is measured with a precision of 2.5% for hadronically decaying tau leptons with one associated track, and of 4% for the case of three associated tracks, inclusive in pseudorapidity and for a visible transverse energy…
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