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Search for flavour-changing neutral-current couplings between the top quark and Higgs boson in multilepton final states with the ATLAS experiment / Marvin Emin Geyik. Wuppertal, Februar 2024
Inhalt
Introduction
1 The Standard Model of Particle Physics
1.1 Theoretical formulation of the Standard Model
1.1.1 The Electroweak Interaction
1.1.2 The Higgs Mechanism
1.1.3 Quantum Chromodynamics
1.1.4 FCNC processes in the Standard Model
1.2 Experimental Evidence for the Standard Model
1.3 Limitations of the Standard Model
2 FCNC Interactions in Theories Beyond the Standard Model
2.1 Theoretical Models of Enhanced tHq FCNC Interactions
2.1.1 Two Higgs Doublet Models
2.1.2 Minimal Supersymmetric Standard Models
2.1.3 R-parity violating Supersymmetric Models
2.1.4 Randall-Sundrum Models
2.2 tHq FCNC Interactions in Effective Field Theories
2.2.1 FCNC Top-Quark Decay and Production
2.2.2 Observables of EFT FCNC Couplings
2.2.3 tHq FCNC Interactions in Multilepton Final States
2.3 Searches for tHq FCNC interactions at the LHC
3 The ATLAS Detector at the Large Hadron Collider
3.1 The Large Hadron Collider
3.2 The ATLAS detector
3.2.1 The Inner Detector
3.2.2 The calorimeter system
3.2.3 The Muon Spectrometer
3.2.4 Trigger system
3.2.5 Luminosity measurement
4 Simulation of Proton-Proton Collisions
4.1 Factorisation of PDFs and Cross-Section
4.2 Cross-sections at fixed order
4.3 Parton Shower and Hadronisation
4.3.1 Parton Shower Algorithms
4.3.2 Hadronisation Models
4.3.3 Implementations of Parton Showers
4.4 Resolving of Ambiguities
4.4.1 Matrix element corrections
4.4.2 NLO matching
4.4.3 Multi-jet merging
4.5 Simulation of Detector Interaction and Pile-up
5 Samples of Data and Simulated Events
5.1 Simulation of tHq FCNC Processes
5.2 Simulation of SM background processes
6 Event Reconstruction
6.1 Tracks and Primary Vertices
6.2 Electrons
6.3 Muons
6.4 Jets
6.5 Flavour Tagging
6.6 Overlap Removal
6.7 Missing Transverse Momentum
7 Background Estimation
7.1 Non-prompt Lepton Background
7.1.1 Definition of Non-prompt Lepton Templates
7.1.2 Heavy-Flavour Decay Leptons
7.1.3 Q-misID Electrons
7.2 Prompt Lepton Background Processes
7.2.1 ttV Production
7.2.2 VV+b-jet Production
8 Event Selection
8.1 Kinematic Regions in the 2lSS Final State
8.1.1 Signal Regions
8.1.2 Control Regions
8.1.3 Validation Region
8.2 Kinematic Regions in the 3l Final State
9 Separation of Signal and Background Processes
9.1 High-level Reconstruction Algorithms
9.1.1 Combination of Basic Kinematic Parameters
9.1.2 Recursive Jigsaw Reconstruction
9.1.3 Dedicated Algorithms in the 3l Final State
9.2 Multivariate Analysis using Artificial Neural Networks
9.2.1 Feed-Forward Neural Networks
9.2.2 The NeuroBayes Framework
9.2.3 Neural Networks trained in the Analysis
10 Systematic Uncertainties
10.1 Experimental Uncertainties
10.2 Modelling Uncertainties
10.2.1 Modelling of MC Samples
10.2.2 Modelling of the data-driven Q-misID Background
10.3 Preprocessing of Systematic Uncertainties
11 Methods of Statistical Analysis
11.1 The Profile Likelihood Fit
11.2 Hypothesis Testing
11.3 Transformation of tHq FCNC Upper Limits
12 Results of the Statistical Analysis
12.1 Selection of Fitted Distributions
12.2 Background-Only Fit
12.3 Full Fit to Data
12.3.1 Impact of Nuisance Parameters
12.4 Upper Exclusion Limits on tHq FCNC Couplings
12.4.1 Sensitivity of the Analysis
12.4.2 Observed Upper Exclusion Limits
Conclusion
A The tHq FCNC Signal Process
B Event Selection
C Separation of Signal and Background
D Systematic Uncertainties
E Results of the Statistical Analysis
Bibliography
Acknowledgements