MLS Lab · University of Stuttgart

Theses and student projects

Information for students interested in research at MLS.

Finding a topic

Available topics are announced in C@mpus when supervision is available. Sign in, open “Search for Final Theses” (Abschlussarbeiten suchen), and filter by your study programme. Follow the application instructions attached to a topic.

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Thesis archive

The following titles are listed in the university archive. Ongoing projects are already assigned; they are not advertisements for available topics. The archive is not exhaustive.

Ongoing theses

  • Deep Learning Based Identification of Recurring Load Paths from Topology Optimized Structures in Rail Vehicles

    Master's Thesis

  • Hierarchical Guidance for Diffusion Models via Tree-Structured Data Clustering

    Master's Thesis

  • Graph-Based Few-Shot Adaptation of Multiple Vision-Language Foundation Models in the Pathology Domain

    Bachelor's Thesis

Completed theses

  • Data Attribution for Diffusion Models

    Master Thesis, Tanja Bien

  • Neural Surrogates for Large-Scale Aerodynamic Simulations in Industrial Design Optimization

    Author: Jan Hagnberger, Master's Thesis

  • Towards Human-Aligned Chess Engines: Replicating Human Player Behavior across Different Skill Levels

    Author: Andrei Todiras, Bachelor's Thesis

  • A Subgraph-Based Framework for Self-Supervised Graph Representation Learning

    Author: Boshra Ariguib, Master's Thesis

  • Adaptative Noise Scheduling for Equivariant Diffusion Model

    Author: Likhit Jain, Master's Thesis

  • Retrieval Augmented Generation (RAG) for university administrative documents

    Author: Valentin Moosmann, Bachelor's Thesis

  • Efficient Sampling of Diffusion Models through Adaptive Timesteps

    Author: Connor Reed, Master's Thesis

  • Lie-Group Induced Dynamics on PDEs

    Author: Lea Laufner, Bachelor's Thesis

  • Evaluating the Performance of the MOMENT Time-Series Foundation Model in Financial Markets: A Comparative Study with Traditional Models in the Stock Market

    Author: Noah Roggenbuck, Bachelor's Thesis

  • Domain Generalization in Ultra-Wideband Ranging Error Mitigation

    Author: Manuel Schwarz, Master's Thesis

  • Model-based reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous Machines

    Author: Moritz Straack, Master's Thesis

  • Generation and Analysis of Late Stage Accident Debris Bed Cooling Simulations for Varying Porosities Using Al Methods

    Author: Sounak Chakraborty, Master's Thesis

  • Training Neuromorphic Devices with Spike-Based Feedback Control Algorithm - Applications for Robotic Control

    Author: Johathan Haag, Master's Thesis

  • Stochastic Query Synthesis for Neural PDE Solvers

    Bachelor Thesis, Finn Ullrich

  • Influence estimation for attributing the unfairness Of GNNs to training data

    Master Thesis; Min Wang, 16.10.2023.

  • Layout-to-Image for Defect Sythesis via Diffusion Models

    Master Thesis; Xuefeng Hou, 02.01.2023.

  • Linear Transformers for Solving Parametric Partial Differential Equations

    Bachelor Thesis, Jan Hagnberger; 08.01.2024

Information reviewed 26 September 2026 · University thesis archive