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Department of Physics
Particle Physics

Theses

You are interested in writing a thesis in the field of experimental particle physics?

We offer topics for bachelor and master theses on current research questions focussing on the reconstruction of hadronic signals in the ATLAS detector. An overview of the topics currently available in our junior research group can be found in moodle. Below you can find an overview of the theses written so far in our group on this topic.

If you are interested in one of the currently available topics, or if you would like to discuss other possiblities or topics in the field of particle physics, please feel free to contact us. We are looking forward to a chat with you.

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Completed theses

Master theses

Bastian Schuchardt Machine learning-based identification and mitigation of pile-up contributions in topoclusters in ATLAS September 2025
Edgar Eduardo Mata Mendoza Reducing Lepton Contributions to Large-Radius Jet Reconstruction in Boosted Analyses via the Particle Flow Algorithm in ATLAS September 2025
Jamson Batista Ulau Ujang Validation of Machine-Learning Based Topocluster Calibration in ATLAS Using Data and Monte Carlo Simulation September 2025
Nicolai Weitkemper The Impact of Topcluster Splitting on Boosted Object Identification in ATLAS September 2025
Vinicius Oliveira MC-to-Data Scale Factors for Boosted Object Identification in Diboson Events at ATLAS September 2025
Chiara Deponte Understanding punch-through effects on jet calibration using Run 2 and Run 3 data with the ATLAS detector April 2025
Giulia Fazzino Suppressing pile-up contributions in the formation of topological clusters in ATLAS September 2024
Jan Jäkel Jet-Lepton Overlap Removal Optimization in context of the boosted H to WW to lnuqq measurement using Run 2 data in ATLAS April 2024
Simone Ruscelli Feasibility studies for the extraction of the efficiency of boosted W/Z identification algorithms in diboson events using 13 TeV proton-proton collisions in ATLAS September 2023

Bachelor theses

Joel Koch Quark versus gluon tagging in the forward direction using topo-towers with the ATLAS detector August 2023
Bastian Schuchardt Achievable performance of boosted object identification algorithms using machine learning techniques in ATLAS Juli 2023
Simon Unterste-Wilms Performance of boosted object identification in fast simulation at the ATLAS Experiment Februar 2023