Bachelor theses

A current list of all open bachelor theses can be found here. If you are interested in a thesis, please contact the person listed for the respective thesis directly.

Bachelor's theses in the group of Embedded Electronic Systems (Prof. Becker)
Title	Tutor	Date
Concept and development of high-performance hardware accelerators for neural networks	M. Sc. Patrick Schmidt M. Sc. Tim Hotfilter	ab 03 / 2023
Deployment of deep neural networks onto embedded devices for processing radar data	Dipl.-Ing. Alexey Serdyuk Dipl.-Spezialistin Iuliia Topko	ab 03 / 2023
Design and implementation of a Deep Neural Network hardware accelerator for face recognition on FPGA.	M. Sc. Iris Walter	ab 03 / 2023
Design of web-based memory management for DAQ systems in the context of 6G mobile radio development.	M. Sc. Christian Karle M. Sc. Marc Neu	ab 03 / 2023
Development of an AI accelerator model for design space exploration	Fabian Lesniak, M.Sc.	starting from 06 / 2023
Multi-Level Scheduler for Accelerators in Distributed Systems	M. Sc. Marius Kreutzer	ab 07 / 2023
Safe and Robust Machine Learning - Application / Co-Design Perspective	M.Sc. Julian Höfer	ab 03 / 2023
Safe and Robust Machine Learning - Hardware Perspective	M.Sc. Julian Höfer	ab 03 / 2023
Safety and Security for AI Accelerators - Tracing Layer Activations	M. Sc. Jakob Matthias Stammler M. Sc. David Kraus	ab 03 / 2023

Bachelor's theses in the group of Systems Engineering (Prof. Sax)
Title	Tutor	Date
Identification of the deployment model of cloud-based vehicle functions	M.Sc. Martin Sommer M.Sc. Daniel Baumann	ab 09 / 2023
Development of an HVAC function using neural networks	M. Sc. Daniel Baumann	ab 08 / 2023
Development and comparison of synthetic data generation models for on-board diagnostic data	M.Sc. Veljko Vucinic (RA Consulting) M. Sc. Marco Stang (ITIV)	from 07 / 2023
Implementation of a framework for test generation using contract-based design	M. Sc. Daniel Grimm M. Sc. Ann-Therese Nägele M. Sc. Moritz Zink	ab 06 / 2023
Benchmarking uni- and multivariate machine learning based classification of time series	M. Sc. Luca Seidel	ab 06 / 2023
Developing & building a data acquisition system for an AI-based "human-understanding" coffee machine.	M. Sc. Michael Müller M. Sc. David Kraus	ab 05 / 2023
Researching sources of error in the context of industrial braiding with focus on the stent production	M. Sc. Benedikt Haas	ab 05 / 2023
Simulation of heat sources for heating of electric city buses	M. Sc. Martin Sommer M. Eng. Tobias Rösch	ab 03 / 2023
Determination of similarities of scenarios for safeguarding highly automated driving functions.	M. Eng. Julian Fuchs	ab 03 / 2023
Front-end development for dashboard on safety topics	M.-Eng. Hubert Padusinski	ab 03 / 2023
Analysis of urban outdoor environments	M.-Eng. Hubert Padusinski	ab 03 / 2023
AI voluTion: Towards explainable, sustainable and safe AI.	M. Sc. Felix Krauter M. Sc. Moritz Zink	ab 03 / 2023
Analysis of audio recordings for behavior monitoring of zoo animals	M. Sc. Vitus Lüntzel	ab 03 / 2023
Universal Plug&Play Architecture for the Connected Automated Vehicle of Tomorrow	M. Sc. Daniel Grimm M. Sc. Marc Schindewolf	ab 03 / 2023
Modeling and control of an electric powertrain of fuel cell range extender buses using machine learning methods	M. Sc. Carolin Junk	ab 03 / 2023
Automatic visual inspection with neural networks using the example of cardiovascular implants (stents)	M. Sc. Benedikt Haas	ab 03 / 2023
Examination of the stent geometry for symmetries	M. Sc. Benedikt Haas	ab 03 / 2023
Process model for flexible and continuous development of vehicle functions	M. Sc. Jacqueline Henle	ab 03 / 2023
AI based monitoring function for a prototype	M. Sc. Marc Schindewolf	ab 03 / 2023
Development of a hardware platform for behavior monitoring of zoo animals	M. Sc. Carl Philipp Hohl M. Sc. Vitus Lüntzel	ab 03 / 2023
Predictive climate control for electric buses	M. Sc. Martin Sommer	ab 03 / 2023
Comparison of optimization strategies on a depot	M. Sc. Vitus Lüntzel	ab 03 / 2023
Development of a sensor platform for behavior analysis of zoo animals	M. Sc. Vitus Lüntzel	ab 03 / 2023

Bachelor's theses in the group of Microsystem Technology and Optics (Prof. Stork)
Title	Tutor	Date
Data trustee for sovereign management and effective use of medical data in sleep research	M.Sc. Christina Erler	ab 08 / 2023
Design and development of blockchain-based systems in healthcare	M. Sc. Christina Erler	ab 08 / 2023
Perfusion analysis as part of an AI-based monitoring app for patients with chronic skin diseases	M.Sc. Julia Hofmann	ab 08 / 2023
Evaluation and further development of a tactile interface to make the skin tangible	M.Sc. Lara Schweickart	ab 07 / 2023
Building a tactile interface to make the skin tangible	M.Sc. Lara Schweickart	ab 07 / 2023
Translational Research for the Scaling of Digital Health Applications	Dr.-Ing. Markus Schinle	ab 05 / 2023
Model-driven Approaches for Patient Reported Outcome Collection	Dr.-Ing. Markus Schinle	ab 05 / 2023
Gamification for Lifestyle Interventions	Dr.-Ing. Markus Schinle	ab 05 / 2023
Platform for the Treatment of Risk Factors in Dementia	Dr.-Ing. Markus Schinle	ab 05 / 2023
Privacy mechanisms for health screenings	M.Sc. Gergely Biri	ab 06 / 2023
Development of a self-learning machine learning pipeline for a mobile application supporting sports activity	M.Sc. Gergely Biri	ab 06 / 2023
Vitaldata Analytics with AI to Improve Healthcare Decision-Making	M.Sc. Gergely Biri	ab 06 / 2023
Impact of differential privacy procedures in data protection on the quality of trained AI models.	M.-Eng. Jens Juhl	ab 06 / 2023
Development of Digital Healthcare Applications (DiGA) for iOS and Android	Dr.-Ing. Simon Stock	ab 05 / 2023
AI language models in medical technology	Dr.-Ing. Simon Stock	ab 05 / 2023
Apps as a medical device	Dr.-Ing. Simon Stock	ab 03 / 2023
Design and implementation of a beam scanning system for lidar systems in the field of autonomous driving	M. Sc. Lintao Toni Fan	ab 03 / 2023
Design, evaluation and optimization of an optical sensor for wind parameter determination	M. Sc. Lintao Toni Fan	ab 03 / 2023
Embedded systems in brain-computer-interfaces (Eingebettet Systeme für Gehirn-Computer-Schnittstellen)	M. Sc. Marius Gerdes	ab 03 / 2023
Meta-learning: learning to learn. Generalization of neural network capability for task series.	M. Sc. Xiang Xie	ab 03 / 2023
Using artificial intelligence to detect particle motion in image captures	M. Sc. Lintao Toni Fan	ab 03 / 2023
Machine learning algorithms for multi-label classification problems.	M. Sc. Xiang Xie	ab 03 / 2023
Feature selection and model compression: fast, efficient and explainable machine learning	M. Sc. Xiang Xie	ab 03 / 2023
Cross-platform deployment and update of neural networks	M. Sc. Xiang Xie	ab 03 / 2023
Measurement method for distance determination with the help of a camera	M. Sc. Lintao Toni Fan	ab 03 / 2023
Development and implementation of an adaptive camera-based measurement system in the field of image processing	M. Sc. Lintao Toni Fan	ab 03 / 2023
METIS NEUROTEC - With AI against dementia	Dr.-Ing. Simon Stock Dr.-Ing. Markus Schinle M. Sc. Marius Gerdes	ab 03 / 2023
Train your own AI agent with Reinforcement Learning: Gaming, dynamic controlling like a pro	M. Sc. Xiang Xie	ab 03 / 2023