Abschlussarbeiten

 
Dissertationen (*=Auszeichnung)
Autor Titel Datum
Teresa Bister* A Combined Fit of Energy Spectrum, Shower Depth Distributions and Arrival Directions of Ultra-High-Energy Cosmic Rays measured at the Pierre Auger Observatory Dec 2022
Jonas Glombitza* Deep-Learning based Measurement of the Mass Composition of Ultra-high Energy Cosmic Rays using the Surface Detector of the Pierre Auger Observatory Dec 2021
Florian Briechle Measurement of the radiation energy release using radio emission from extensive air showers at the Pierre Auger Observatory Dec 2021
Robert Fischer Measurement of the Bottom-Quark-Associated Top Quark Pair Production with the CMS Experiment at 8 TeV Sep. 2021
Marcus Wirtz Search for Signatures of Cosmic-Ray Deflection induced by Magnetic Fields with the Pierre Auger Observatory Dec 2020
Thorben Quast* Qualification, Performance Validation and Fast Generative Modelling of Beam Test Calorimeter Prototypes for the CMS Calorimeter Endcap Upgrade May 2020
Marcel Rieger*

Search for Higgs boson production in association with top quarks and decaying into bottom quarks using deep learning techniques with the CMS experiment

Jun 2019
Martin Urban

Search for magnetically-induced patterns in cosmic ray arrival directions using a new extragalactic filter technique at the Pierre Auger Observatory

May 2019

Raphael Krause Antenna Development and Calibration for Measurements of Radio Emission from Extensive Air Showers at the Pierre Auger Observatory May 2018
Christian Glaser* Absolute Energy Calibration of the Pierre Auger Observatory using Radio Emission of Extensive Air Showers Mar 2017
Gero Müller

A search for sources of extragalactic cosmic rays using structured magnetic fields and advanced propagation software with the Pierre Auger Observatory

Dec 2016
David Walz Constraining Models of the Extragalactic Cosmic-Ray Origin with the Pierre Auger Observatory Oct 2016
Klaus Weidenhaupt Antenna Calibration and Energy Measurement of Ultra-High Energy Cosmic Rays with the Auger Engineering Radio Array Nov 2014
Dennis Klingebiel* Measurement of the t-Channel Single Top Quark Production Cross Section and the CKM-Matrix Element Vtb with the CMS Experiment Jul 2014
Tobias Winchen The Principal Axes of the Directional Energy Distribution of Cosmic Rays Measured with the Pierre Auger Observatory Jul 2013
Jan Steggemann* Search for New Particles Decaying to a Top Quark Pair with the CMS Experiment Nov 2012
Stefan Fliescher* Antenna Devices and Measurement of Radio Emission from Cosmic Ray induced Air Showers at the Pierre Auger Observatory Dec 2011
Andreas Hinzmann* Measurement of the Dijet Angular Distributions and Search for Quark Compositeness with the CMS Experiment Oct 2011
Peter Schiffer Constraining Cosmic Magnetic Fields by a Measurement of Energy-Energy-Correlations with the Pierre-Auger Observatory Mar 2010
Matthias Kirsch Measurement of the Electroweak Top Quark Production Cross Section and the CKM Matrix Element Vtb with the D0 Experiment

Jun 2009

Masterarbeiten/Diplomarbeiten
Autor Titel Datum
Dominik Steinberg Data-Driven Corrections of Simulated Photomultiplier Traces for Air Shower Components using Deep Learning at the Pierre Auger Observatory Dec 2022
Natalie Nast Characterising Parameters of Ultra-High Energy Cosmic-Ray Arrival Directions with Deep Neural Networks Oct 2022
Mate Farkas Inferring Signal Strength Parameters using Conditional Invertible Neural Networks at the CMS Experiment Sep 2022
Katharina Hafner Autoencoder-extended Conditional Invertible Neural Networks for Unfolding of Radio Signals at the Pierre Auger Observatory Nov 2021
Maximilian Straub Unfolding Electromagnetic Fields from Voltage Time Traces with Conditional Invertible Neural Networks at the Pierre Auger Observatory Nov 2021
Berenika Idaszek A Deep-Learning-based Technique to Quantify Differences of Air-Shower Components between Simulations and Data Measured at the Pierre Auger Observatory Nov 2021
Erwin Rudi Adversarial Neural Network Based Shape Calibration for Heavy-Flavor Tagging at the CMS Experiment Nov 2021
Frederic Engelke Search for WH Production at the CMS Experiment using Deep Learning Techniques Sep 2020
Svenja Diekmann Search for Z Boson Associated Higgs Production with the CMS Experiment using Deep Learning Techniques Sep 2020
Niclas Eich

Symmetry Aware Generation of Particle Decays using Generative Adversarial Networks in High Energy Physics

May 2020
Alexander Temme Adapting Simulations to Data at the Pierre Auger Observatory by refining Signal Traces using Cycle-Consistent Adversarial Networks Apr 2020
Niklas Langner Search for Ultra-High Energy Cosmic Ray Sources Using Graph Convolutional Neural Networks Mar 2020
Josina Schulte Search for Nearby Source Signatures in Ultra-high Energy Cosmic Ray Energy and Shower Maximum Distributions measured at the Pierre Auger Observatory Mar 2020
Erik Geiser Lorentz Boost Networks: Autonomous Physics‐Inspired Feature Engineering Nov 2018
Teresa Bister Investigation of the Correlation between Starburst Galaxies and Arrival Directions of Ultrahigh Energy Cosmic Ray measured at the Pierre Auger Observatory Okt 2018
David Schmidt Modern Deep Learning Techniques for Fitting Multi‐imensional Data Distributions in Particle Physics Applications Okt 2018
Lukas Geiger Refinement of Surface Detector Traces using Adversarial networks at the Pierre Auger Observatory Sep 2018
Daniel Maschmann Combined Fit Method to identify a nearby Cosmic Ray Source in Regions indicating Anisotropy in Arrival Directions at the Pierre Auger Observatory Sep 2018
Paula Bigalke Search for Deflection Signatures testing Starburst Galaxies as Origins of Ultra-High Energy Cosmic Rays with the Pierre Auger Observatory Juni 2018
Felix Schlüter Unfolding the Electric Field of Radio Emission in Extensive Air Showers by Calibration of the Butterfly Antenna and Deep Learning based Noise Suppression at the Pierre Auger Observatory Juni 2018
Benjamin Fischer Search for non-resonant Di-Higgs Production in the four Bottom-Quark Final State with the CMS Experiment Juni 2018
Dennis Noll Search for non-resonant Di-Higgs Production in the Decay Channel bblnulnu at the CMS Experiment using Deep Neural Networks May 2018
Florian von Cube Neutrino reconstruction in di-lepton ttH final states with the CMS detector using Deep Learning

Sep 2017

Jonas Glombitza A Deep Learning-Based Reconstruction of Air Showers at the Pierre Auger Observatory Sep 2017
Christoph Welling Identification of radio signals from cosmic ray induced air showers with the Auger engineering radio array Jul 2017
Yannik Rath Search for Top Quark Pair Associated Higgs Bosons Decaying into Bottom Quarks Using Deep Neural Networks with the CMS Experiment Sep 2016
Thorben Quast Search for Top Quark Pair Associated Higgs Bosons Decaying into Bottom Quarks at sqrt=13 TeV with the CMS Detector Sep 2016
Fabian Heidemann Cross Section Measurement of the Bottom-Quark-Pair Associated Top-Quark-Pair Production in the Muon plus Jets Channel at 13 TeV with the CMS Experiment Sep 2016
Marcus Wirtz Impact of the Galactic Magnetic Field on Cosmic Ray Anisotropy at the Pierre Auger Observatory Sep 2016
Christopher Heiter Production and Propagation of Ultra-High Energy Photons with CRPropa 3.0 Sep 2016
Florian Briechle Octocopter Position Reconstruction for Calibrating the Auger Engineering Radio Array Sep 2015
Darius Reinert Autocorrelations of Ultra-High Energy Cosmic Rays with Galactic Magnetic Field Corrections at the Pierre Auger Observatory Sep 2015
Andreas Leurs Measurement of Cosmic Ray induced Air Showers using a Conical Wave Form Reconstruction of Radio Emission Signals at the Pierre Auger Observatory Oct 2013
Marcel Rieger Search for Top Quark associated Higgs Bosons decaying into Bottom Quarks with the CMS Experiment Sep 2013
Martin Urban Investigation of the Mass Composition of Ultra High Energy Cosmic Rays with the Pierre Auger Observatory Sep 2013
Matthias Komm Measurement of Top Spin Asymmetries in t-Channel Single Top Quark Production at 7 TeV with the CMS Experiment Oct 2012
Raphael Krause Octocopter based Calibration of the Butterfly Antenna for the Pierre Auger Observatory Oct 2012
Christian Glaser Energy Measurement ans Strategy for a Trigger of Ultra High Energy Cosmic Rays Measured with Radio Technique at the Pierre Auger Observatory Aug 2012
Hans-Peter Bretz Search for Anisotropy in Cosmic Ray Arrival Directions using a Boosted Decision Tree Discriminator with the Pierre Auger Observatory Jan 2012
Robert Fischer Measurement of the Electroweak Top Quark Production Cross Section in the tW Channel with the CMS Experiment Dec 2011
Lars Mohrmann Measurement of Radio Emission from Cosmic Ray induced Air Showers at the Pierre Auger Observatory with a Spherical Wave Reconstruction Sep 2011
Rebekka Höing Measurement of the electroweak Top Quark Production with the CMS Experiment Jul 2011
Joschka Lingemann Measurement of the Top Quark Mass from the Invariant Mass Distribution of Top Quark Pairs with the CMS Experiment Feb 2011
David Walz Measurement of the Energy-Energy-Correlations at the Pierre Auger Observatory and Comparison with a Forward Tracking of Cosmic Rays Through a Simulated Universe Jan 2011
Christoph Genreith Measurements of Energy-Energy-Correlations of Ultra-High-Energy Cosmic Rays with the Pierre Auger Observatory Oct 2010
Oliver Seeger Absolute Calibration of the Small Black Spider Antenna for the Pierre Auger Observatory Oct 2010
Oliver Delpy Measurement of W+Jets Production with the CMS Experiment Oct 2010
Dennis Klingebiel Prospects for a Measurement of the t-Channel Single Top Quark Cross Section with the CMS Experiment Jun 2010
Thomas Münzer Evaluation einer grafischen Entwicklungsumgebung für interaktive Physikanalysen Jan 2010
Klaus Weidenhaupt LPDA-Antennas for Large Scale Radio Detection of Cosmic Rays at the Pierre-Auger Observatory Jun 2009
Gero Müller Development and Application of a Novel Graphical Environment for Physics Data Analysis with the CMS Experiment Sep 2008
Stefan Fliescher Radio Detection and Detector Simulation for Extensive Air Showers at the Pierre Auger Observatory May 2008
Andreas Hinzmann Measurement of the Top Quark Mass from the Invariant Mass of the Top-Antitop Quark System with the CMS Experiment Apr 2008
Anna Henrichs Measurement of the Top Quark Fraction in Event with 3 Jets and 1 Muon with the D0 Experiment Mar 2008
Johannes Weitenberg Die gestrichene Saite (Musik-Diplomarbeit) Nov 2007
Tobias Winchen Measurement of the Continuous Radio Background and Comparison with Simulated Radio Signals from Cosmic Ray Air Showers at the Pierre-Auger-Observatory May 2007
Jan Steggemann Tracker-based Measurement of Top Quark Production with the DØ Experiment Jan 2007
Daniel Lenz Measurement of Multijet Production in W Boson Events at the D0 Experiment Sep 2006
Bachelorarbeiten
Autor Titel Datum
Merlin Klein Combined Fit of Energy Spectrum and Shower Depth Distributions measured by the Surface Detector of the Pierre Auger Observatory Oct 2022
Lukas Reuter Generation of Particle Decays with Invertible Neural Networks at the CMS Experiment Aug 2022
Louis Christoph Application of Information Field Theory to Inference Problems in Radio Detection at the Pierre Auger Observatory Jul 2022
Johanna Schafmeister Constraining Parameters of an Astrophysical Model using Ultra-High-Energy Cosmic Ray Arrival Directions with a Conditional Invertible Neural Network Aug 2021
Niklas Zimmermann Generation of Two-Stage Particle Decays using Symmetry-Aware Generative Adversarial Networks at the CMS Experiment Aug 2021
Victor Schwan Data Augmentation Strategies for Deep Learning based Di-Higgs Classification at the CMS Experiment Aug 2021
Alexander Kohlgraf Simulating the Effects of the Carrier Drone on the Antenna Radiation Pattern in the Auger Prime Upgrade Calibration Jul 2021
Jakob J. C. Dollberg Classification of Simulated Ultra-High-Energy Cosmic-Ray Source Distributions with Graph Convolutional Neural Networks Jun 2021
Annika Michel A Method of Identifying Ultra-High Energy Cosmic Ray Sources with Graph Convolutional Neural Networks Including Measurements of the Depth of Shower Maximum Dec 2020
Natalie Nast

Investigation of arrival-direction dependent cosmic-ray composition with the Pierre Auger Observatory

Sep 2020
Katja Ermert Lorentz Transforming Dynamical Graph Convolutions for Process Classification at the CMS Experiment Jul 2020
Jan Middendorf Adversarial Neural Network based Charm Tagging Shape Calibration with the CMS Experiment Jul 2020
Erwin Rudi Improving Statistics of the W-Boson Production Process with additional B-tagged Jets through Deep Learning based Refinement Oct 2019
Katharina Hafner Refinement of Simulated Air Shower Detector Traces using Cycle-Consistent Adversarial Networks Oct 2019
Julius Meyer-Ohlendorf A Method to search for Signatures of Cosmic Ray Sources using Deep Learning on Spherical Data Jul 2019
Maximilian Straub Uncertainty Estimation in Deep Learning based Air Shower Reconstruction at the Pierre Auger Observatory Jul 2019
Philipp Jung A Deep Learning based Reconstruction of two Neutrinos in the di-lepton Decays of Top Quark Pairs with the CMS Experiment Jul 2019
Berenika Idaszek Reconstruction of the neutrino momentum in top pair associated Higgs production using Deep Learning Jun 2019
Maximilian Vieweg Deep Learning based Air Shower Reconstruction using fully separated Shower Components Apr 2019
Frederic Engelke Investigation of the Di‐Higgs Production Mechanism in Monte‐Carlo Simulations using Deep Learning Sep 2018
Marvin Schmidt Investigation of Recurrent Neural Networks for Air Shower Reconstruction at the Pierre Auger Observatory Jul 2018
Jonas El Gammal Investigation of Propagation Distances of Extragalactic Nuclei with CRPropa3 Simulations Jul 2018
Kathrin Nippel Enrichment of Heavy Elements in the Arrival Flux of Ultra-High Energy Cosmic Rays close to the Galactic Disk Jul 2018
Lukas Pluta Improvement of the Hemispher Mixing Technique for QCD Modelling: Deep Learning with the CMS Experiment Jul 2018
Niclas Eich Application of Methods for Interpreting and Understanding a Deep Convolutional Neural Network for Air Shower Reconstruction Jun 2018
Peter Neu Jet-Parton Assignment in Top-Quark-Pair Associated Higgs Events Using an Iterative Deep Learning Method Aug 2017
Tobias Pan Mass Composition Studies of Extensive Air Showers with Deep Learning Aug 2017
Erik Geiser Jet Flavor Identification using Deep Neural Networks at the CMS Experiment Jul 2016
Teresa Bister Jets of Active Galactic Nuclei as a Source of Ultrahigh Energy Cosmic Rays Jul 2016
Philipp Muth A study of directional correlations of cosmic messengers including deflections in the galactic magnetic field Jul 2016
Marit Zöcklein Calibration of the Auger Engineering Radio Array using the Galactic Radio Background Jan 2016
Benjamin Fischer Reconstruction of Top-quark-pair associated Higgs Events using Deep Neural Networks with the CMS Experiment Dec 2015
Florian von Cube Visualization of the Analysis Workflow Management of Complex Data Analyses with VISPA Nov 2015
Fabian Heidemann A method of event-by-event identification of cosmic nuclei using shower depth and total muon number for the Pierre Auger Observatory Sep 2014
Thorben Quast Application of Jet Grooming Methods in simulated Top Quark associated Higgs Events at the CMS Experiment Aug 2014
Paula Bigalke A method for searching for Anisotropy in the arrival directions of Cosmic Nuclei traversing the Galactic Magnetic Field Jul 2014
Daniel Maschmann A Monitoring System for Motions of Butterfly Antennas for the Auger Engineering Radio Array Jul 2014
Christoph Welling Investigation of the Lateral Distribution and Polarization of Radio Signals from Cosmic Ray Induced Air Showers at the Pierre Auger Observatory Jul 2014
Anna Scholl A method for charm quark identification in hadronic top quark decays with the CMS experiment Jul 2014
Benedikt Marquardt Single Top Quark Production in the t-channel with the Powheg Monte Carlo Generator Jul 2012
Daniel van Asseldonk Fit-based Search for Z'-Resonances in the Invariant Mass Distribution of the Top-Antitop Quark System with Semileptonic Final States at the CMS Experiment Jul 2012
Martin Urban Comparisons of Monte Carlo Generators for Ultra-High Energy Cosmic Rays Jul 2011
Marcel Rieger A Server Client based Graphical Development Environment for Physics Analyses Jul 2011
Maximilian Heithoff Measurement method of the electric parameters of soil in the frequency domain for antenna measurements of UHECR's at the Pierre-Auger-Observatory Jul 2011
Christian Glaser Measurement of the Lateral Distribution Function of Radio Emission from UHECR induced Air Showers at the Pierre-Auger Observatory Aug 2010
Matthias Komm Development of the VISPA@WEB Program and Measurement of the Dijet Mass with CMS Jul 2010
Michael Brodsky Automated Reconstruction of Possible Physics Processes for a Final State of Simulated or Detector Data Jul 2010
Matthias Endres Evaluation of Jet Algorithms in the Search for Sources of Ultra-High Energy Cosmic Rays Jul 2009
Lars Mohrmann Continuous Spectrum Observation of the Aachen Radio Sky Jul 2009