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Track Simulation and Reconstruction in the ATLAS experiment

The reconstruction and simulation of particle trajectories is an inevitable part of the analysis strate- gies for data taken with the ATLAS detector. Many aspects and necessary parts of a high-quality track reconstruction will be presented and discussed in this work. At first, the technical realisa...

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Autor principal: Salzburger, Andreas
Lenguaje:eng
Publicado: 2016
Acceso en línea:http://cds.cern.ch/record/2224514
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author Salzburger, Andreas
author_facet Salzburger, Andreas
author_sort Salzburger, Andreas
collection CERN
description The reconstruction and simulation of particle trajectories is an inevitable part of the analysis strate- gies for data taken with the ATLAS detector. Many aspects and necessary parts of a high-quality track reconstruction will be presented and discussed in this work. At first, the technical realisation of the data model and the reconstruction geometry will be given; the reconstruction geometry is charac- terised by a newly developed navigation model and an automated procedure for the synchronisation of the detailed simulation geometry description with the simplified reconstruction geometry model, which allows a precise description of the tracker material in track reconstruction. Both components help the coherent and fast integration of material effects in a newly established track extrapolation package, that is discussed in the following. The extrapolation engine enables a highly precise trans- port of the track parameterisation and the associated covariances through the complex magnetic field and the detector material. As a direct consequence, the track parameter resolution could be improved — in particular at the low momentum regime where material effects are most pronounced. This will be shown in the context of the new track reconstruction chain that is presented together with an extensive validation section. The intrinsic navigation model and modular design of the extrapolation engine are also key aspects of a new fast Monte Carlo track simulation engine that is described in the second part of this thesis. It includes the most relevant physics processes, such as the integration of random multiple scattering and energy loss effects when the particle traverses the detector; also particle decay and the simulation of photon conversions are included in the new fast simulation. It reaches high compatibility with the full simulation, while decreasing the execution time per event by about 2 orders of magnitude
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spelling cern-22245142019-09-30T06:29:59Zhttp://cds.cern.ch/record/2224514engSalzburger, AndreasTrack Simulation and Reconstruction in the ATLAS experimentThe reconstruction and simulation of particle trajectories is an inevitable part of the analysis strate- gies for data taken with the ATLAS detector. Many aspects and necessary parts of a high-quality track reconstruction will be presented and discussed in this work. At first, the technical realisation of the data model and the reconstruction geometry will be given; the reconstruction geometry is charac- terised by a newly developed navigation model and an automated procedure for the synchronisation of the detailed simulation geometry description with the simplified reconstruction geometry model, which allows a precise description of the tracker material in track reconstruction. Both components help the coherent and fast integration of material effects in a newly established track extrapolation package, that is discussed in the following. The extrapolation engine enables a highly precise trans- port of the track parameterisation and the associated covariances through the complex magnetic field and the detector material. As a direct consequence, the track parameter resolution could be improved — in particular at the low momentum regime where material effects are most pronounced. This will be shown in the context of the new track reconstruction chain that is presented together with an extensive validation section. The intrinsic navigation model and modular design of the extrapolation engine are also key aspects of a new fast Monte Carlo track simulation engine that is described in the second part of this thesis. It includes the most relevant physics processes, such as the integration of random multiple scattering and energy loss effects when the particle traverses the detector; also particle decay and the simulation of photon conversions are included in the new fast simulation. It reaches high compatibility with the full simulation, while decreasing the execution time per event by about 2 orders of magnitudeDie Rekonstruktion und Simulation von Teilchenspuren ist ein unumg ̈anglicher Bestandteil der Analyse von Ereignissen im ATLAS Detektor. Viele Aspekte und notwendige Bestandteile f ̈ur eine hochqualitative Spuren- rekonstruktion werden in dieser Arbeit vorgestellt und ausgiebig diskutiert. Ausgehend von der technischen Realisierung des Datenmodells und der Rekonstruktionsgeometrie, wird ein Extrapolationspacket beschrieben das einen Grundbaustein der gesamten neuen Spurenrekonstruktionssoftware des ATLAS Detektors darstellt. Im Zusammenhang mit der Rekonstruktionsgeometrie wird ein neuentwickeltes Navigationsmodell und ein Verfahren zur Synchronisierung der Materialbeschreibung des Detektors zwischen der sehr detailgenauen Simulations- und der vereinfachten Rekonstruktionsgeometrie dargelegt. Diese beiden Komponenten verhelfen zu einem schnellen aber dennoch h ̈ochst pr ̈azisen Trasport der Spurparameter und deren Fehlerkomonenten, dessen Validierung ebenfalls in der vorgelegten Arbeit enthalten ist. Eine direkte Konsequenz der verbesserten Materialbeschreibung ist eine erh ̈ohte Spurenaufl ̈osung f ̈ur niederenergetische Teilchen, was zusammen mit einer generellen Beschreibung der Integration dieser neuen Komponenten in die Rekonstruktionssoftware dargelegt wird. Ebenfalls aufbauend auf dem Navigationsmodell der Rekonstruktionsgeometrie und dem Extrapolationsmodul wurde eine vollkommen neue schnelle Simulation entwickelt, die ausf ̈uhrlich im letzten Teil der vorgelegten Arbeit beschrieben wird. Diese Monte Carlo Simulation integriert die meistrelevanten physikalischen Prozesse, wie z. B. Vielfachstreuung, Energieverlust durch Ionisierung und Bremstrahlung, aber auch Photonkonver- sionen und Teilchenzerfall. Sie zeichnet sich bei etwa hundertfach gesteigerter Simulationsfrequenz durch eine ̈ausserst genau ̈ Ubereinstimmung mit Daten von der vollen Simulation aus.CERN-THESIS-2008-263oai:cds.cern.ch:22245142016-10-14T09:36:35Z
spellingShingle Salzburger, Andreas
Track Simulation and Reconstruction in the ATLAS experiment
title Track Simulation and Reconstruction in the ATLAS experiment
title_full Track Simulation and Reconstruction in the ATLAS experiment
title_fullStr Track Simulation and Reconstruction in the ATLAS experiment
title_full_unstemmed Track Simulation and Reconstruction in the ATLAS experiment
title_short Track Simulation and Reconstruction in the ATLAS experiment
title_sort track simulation and reconstruction in the atlas experiment
url http://cds.cern.ch/record/2224514
work_keys_str_mv AT salzburgerandreas tracksimulationandreconstructionintheatlasexperiment