Thesis projects

We are always interested in meeting passionate students. Please, explore the research focus of our chair and the research areas of our staff to see where your interests align. Your own thesis proposals are highly encouraged. For enquiries or to suggest a topic, please contact the member of staff in the relevant area. Additionally, you can find a list of topics below that are currently open for thesis projects. For more information on a specific topic please contact the relevant person. Please always include your CV and transcripts with your request.

• [BSc / MSc] Developing a Heuristic for Window Size Selection in Time Series Analysis
  Requirements:
  1. Good understanding of Time Series Analysis principles.
  2. Good proficiency in Python programming.
  3. Good familiarity with deep learning frameworks, preferably PyTorch and Lightning.
  4. Previous experience with Time Series is a plus.
  Notes:
  • This project requires a good understanding of Time Series Analysis principles, so please highlight your relevant experience when applying.
  • When applying, please detail what motivates your interest in this project and research area. Generic applications will not be considered.
  Contact: skaf[at]aim[dot]rwth-aachen[dot]de


• [MSc] Automated Cross-Domain Model Selection for Time Series Reprogramming
  Requirements:
  1. Good understanding of Time Series Analysis principles.
  2. Advanced proficiency in Python programming.
  3. Good familiarity with deep learning frameworks, preferably PyTorch and Lightning.
  4. Previous experience with Time Series is a plus.
  Notes:
  • This project requires a strong understanding of Time Series Analysis principles, so please highlight your relevant experience when applying.
  • When applying, please detail what motivates your interest in this project and research area. Generic applications will not be considered.
  Contact: skaf[at]aim[dot]rwth-aachen[dot]de