# ATLAS PUB Notes

Najnovije dodano:
2017-05-11
20:01
 Quark versus Gluon Jet Tagging Using Charged Particle Multiplicity with the ATLAS Detector Distinguishing quark-initiated from gluon-initiated jets is useful for many measurements and searches at the LHC. [...] ATL-PHYS-PUB-2017-009. - 2017. Original Communication (restricted to ATLAS) - Full text

2017-05-04
23:01
 A study of different colour reconnection settings for Pythia8 generator using underlying event observables A study of the performance of various colour reconnection models included in the Pythia8 Monte Carlo event generator is performed using leading charged-particle underlying event data in three centre-of-mass energies from Run 1 and Run 2, measured in ATLAS. [...] ATL-PHYS-PUB-2017-008. - 2017. Original Communication (restricted to ATLAS) - Full text

2017-05-02
22:56
 Studies on top-quark Monte Carlo modelling with Sherpa and MG5_aMC@NLO This note presents the status of recent studies of modern Monte Carlo generator setups for the pair production of top quarks at the LHC. [...] ATL-PHYS-PUB-2017-007. - 2017. Original Communication (restricted to ATLAS) - Full text

2017-05-02
22:52
 ATLAS simulation of boson plus jets processes in Run 2 This note describes the ATLAS simulation setup used to model the production of single electroweak bosons ($W$, $Z\gamma^\ast$ and prompt $\gamma$) in association with jets in proton--proton collisions at centre-of-mass energies of 8 and 13 TeV. [...] ATL-PHYS-PUB-2017-006. - 2017. Original Communication (restricted to ATLAS) - Full text

2017-05-02
22:38
 Multi-Boson Simulation for 13 TeV ATLAS Analyses This note describes the Monte Carlo setup used by ATLAS to model multi-boson processes in 13 TeV pp collisions. [...] ATL-PHYS-PUB-2017-005. - 2017. Original Communication (restricted to ATLAS) - Full text

2017-04-13
11:25
 Identification of Hadronically-Decaying W Bosons and Top Quarks Using High-Level Features as Input to Boosted Decision Trees and Deep Neural Networks in ATLAS at $\sqrt{s}$ = 13 TeV The application of boosted decision trees and deep neural networks to the identification of hadronically-decaying W bosons and top quarks using high-level jet observables as inputs is investigated using Monte Carlo simulations. [...] ATL-PHYS-PUB-2017-004. - 2017. Original Communication (restricted to ATLAS) - Full text

2017-03-10
12:45
 Identification of Jets Containing $b$-Hadrons with Recurrent Neural Networks at the ATLAS Experiment A novel $b$-jet identification algorithm is constructed with a Recurrent Neural Network (RNN) at the ATLAS experiment at the CERN Large Hadron Collider. [...] ATL-PHYS-PUB-2017-003. - 2017. Original Communication (restricted to ATLAS) - Full text

2017-02-02
11:23
 Study on the prospects of a $t\bar{t}$ resonance search in events with one lepton at a High Luminosity LHC A study on the prospects of a search for a new particle decaying to a top quark pair at the High Luminosity LHC using Monte Carlo simulations is presented. [...] ATL-PHYS-PUB-2017-002. - 2017. Original Communication (restricted to ATLAS) - Full text

2017-01-30
14:11
 Study of the double Higgs production channel $H(\rightarrow b\bar{b})H(\rightarrow \gamma\gamma)$ with the ATLAS experiment at the HL-LHC This note presents the prospects for a measurement to observe di-Higgs production decaying to $b\bar{b} \gamma\gamma$. [...] ATL-PHYS-PUB-2017-001. - 2017. Original Communication (restricted to ATLAS) - Full text

2017-01-16
11:47
 Trigger Menu in 2016 This document summarizes the trigger menu of the ATLAS detector employed during data taking of pp collisions at the LHC during 2016.. ATL-DAQ-PUB-2017-001. - 2017. Original Communication (restricted to ATLAS) - Full text