Abschlussarbeiten
| 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 | 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 |
| 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 | 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 |