| Physical Knowledge inside Neural Networks for Anomaly Detection in Vehicle Signals |
Physics-informed machine learning, anomaly detection in cyber-physical systems |
M. Sc. Luca Seidel |
ab 10 / 2026 |
| Knowledge Distillation for Interpretable Neural Networks |
Interpretierbare KI, CPS, xAi |
M.Sc. Korbinian Rudolf, M.Sc. Moritz Zink |
ab 05 / 2026 |
| Thesis Data Science: Investigation of Foundation Model Embeddings for suitability in the automotive context. |
Data Science/Big Data |
M.Sc. Philipp Reis |
ab 02 / 2026 |
| Evaluation and comparison of current V2X simulation systems |
V2X, Simulation |
M. Sc. David Kraus |
ab 01 / 2026 |
| V2X-Kommunikations Nachrichten für Platooning im öffentlichen Nahverkehr |
V2X, Platooning, Public Transport |
M. Sc. Nikola Lukezic, M. Sc. Luca Seidel |
ab 11 / 2026 |
| Optimizing Collective Perception in Intelligent Transport Systems via V2X Communication |
V2X, Cooperative Awareness, Collective Perception |
M. Sc. Nikola Lukezic |
ab 03 / 2025 |
| Identification of Similarities Among Scenarios to Validate Highly Automated Driving Functions |
Szenarienbasiertes Testen, Hochautomatisiertes Fahren |
M. Eng. Julian Fuchs |
ab 08 / 2024 |
| Universal Plug&Play Architecture for the Connected Automated Vehicle of Tomorrow |
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M. Sc. Daniel Grimm
M. Sc. Marc Schindewolf |
ab 08 / 2024 |
| Automated Adaptation of Test Environments in Variant-Rich Development Scenarios |
Testing of CPS Variants and Versions |
M. Sc. Maximilian Beck |
ab 05 / 2025 |
| Modeling and control of an electric powertrain of fuel cell range extender buses using machine learning methods |
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M. Sc. Yuna Haas |
ab 08 / 2024 |
| Automatic visual inspection with neural networks using the example of cardiovascular implants (stents) |
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M. Sc. Yuna Haas |
ab 08 / 2024 |
| Researching sources of error in the context of industrial braiding with focus on the stent production |
Literature Research, Automation, Stent Production |
M. Sc. Yuna Haas |
ab 08 / 2024 |
| AI based monitoring function for a prototype |
Serviceorientierte E/E-Architektur |
M. Sc. Marc Schindewolf |
ab 08 / 2024 |
| Distributed medical technology systems - Solutions for the internal communication of control units for modular operating tables |
Medical Systems Engineering |
M.Sc. Roland Stroop |
ab 03 / 2027 |
| Development of an intelligent and adaptive charging strategy for electrified coaches |
Route Planning, Charging Stop Optimization, Charging Time Optimization |
M.Sc. Korbinian Rudolf |
ab 06 / 2025 |
| Forschungsthema A |
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| Entwicklung eines Mikrofon-Array-gestützten Systems zur akustischen Lokalisierung von Signalquellen für die Verhaltensüberwachung von Tieren |
Verhaltensanalyse, Akustische Lokalisierung, Audiotracking |
M. Sc. Nikola Lukezic
M. Sc. Luca Seidel |
ab 11 / 2026 |
| Automated requirement and test case generation with Generative AI for MBSE in the context of Formula Student |
Testing of CPS Variants and Versions |
M. Sc. Maximilian Beck |
ab 05 / 2025 |
| Linking Logical Architecture to Scenario Parameters through Mutation-Based Simulation Analysis |
Testing of CPS Variants and Versions |
M. Sc. Maximilian Beck |
ab 05 / 2025 |
| ATHENA: Advanced learning through efficient transparent model harnessing with explainable data |
AI, Efficient Retraining, Cyber-Physical Systems |
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ab 08 / 2024 |
| Development of a watering recommendation system based on weather and soil moisture data |
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Marc Schindewolf, M. Sc. |
ab 11 / 2024 |
