Moritz Zink, M. Sc.
- Group: Prof. Sax
- Room: 225
CS 30.10 - Phone: +49 721 608-41326
- moritz zink ∂does-not-exist.kit edu
- Engesserstr. 5
76131 Karlsruhe
M. Sc. Moritz Zink
Curriculum Vitae
- Bachelor studies of automotive engineering at the Ilmenau University of Technology
- Graduation March 2020
- Title of the bachelor thesis: Evaluation of machine learning algorithms for suitability for continuous control problems in the field of automotive engineering
- Master's degree in automotive engineering at the Ilmenau University of Technology
- Graduation October 2021
- Title of the master thesis: Development and comparison of different transient digital twins as environment for reinforcement learning agents for mapping and control of vehicle subsystems
- Deep Learning/Research Engineer, AI-UI GmbH (November 2021 - May 2022).
- Working on various projects in the areas of Computer Vision and Time Series Prediction.
- Research associate at ITIV since June 2022
Publications
2024
Journal Articles
Hybrid Anomaly Detection in Time Series by Combining Kalman Filters and Machine Learning Models
Puder, A.; Zink, M.; Seidel, L.; Sax, E.
2024. Sensors, 24 (9), Art.-Nr.: 2895. doi:10.3390/s24092895
Puder, A.; Zink, M.; Seidel, L.; Sax, E.
2024. Sensors, 24 (9), Art.-Nr.: 2895. doi:10.3390/s24092895
Conference Papers
Analysis of Update Capabilities of Modern Automotive Electric/Electronic Architectures
Zhai, Y.; Zink, M.; Guissouma, H.; Hahn, M.; Caggiano, M.; Sax, E.
2024. 2024 IEEE 19th Conference on Industrial Electronics and Applications (ICIEA), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIEA61579.2024.10665021
Zhai, Y.; Zink, M.; Guissouma, H.; Hahn, M.; Caggiano, M.; Sax, E.
2024. 2024 IEEE 19th Conference on Industrial Electronics and Applications (ICIEA), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICIEA61579.2024.10665021
2023
Conference Papers
Adaptive Cybersecurity Monitoring for Resilient Vehicular Architectures
Grimm, D.; Zink, M.; Schindewolf, M.; Sax, E.
2023. 2023 IEEE Vehicular Networking Conference (VNC), 41–48, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/VNC57357.2023.10136321
Grimm, D.; Zink, M.; Schindewolf, M.; Sax, E.
2023. 2023 IEEE Vehicular Networking Conference (VNC), 41–48, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/VNC57357.2023.10136321
Continuous Safety Assessment of Updated Supervised Learning Models in Shadow Mode
Guissouma, H.; Zink, M.; Sax, E.
2023. IEEE 20th International Conference on Software Architecture Companion (ICSA-C 2023), 301–308, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA-C57050.2023.00069
Guissouma, H.; Zink, M.; Sax, E.
2023. IEEE 20th International Conference on Software Architecture Companion (ICSA-C 2023), 301–308, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ICSA-C57050.2023.00069