David Kraus, M.Sc.
- Research Associate
- Group: Prof. Sax
- Room: 225
CS 30.10 - Phone: +49 721 608-41306
- d kraus ∂does-not-exist.kit edu
Engesserstr. 5
76131 Karlsruhe
M. Sc. David Kraus
Teaching
- Supervision of the Lecture Systems Engineering for Automotive Electronics
- Supervision of the Lecture Praktikums Software Engineering
| Title | Type | Date |
|---|---|---|
| Develop & build a data acquisition & analysis system for an AI-based "human-understanding" coffee machine. | Masterarbeit | from 10 / 2023 |
| Developing & building a data acquisition system for an AI-based "human-understanding" coffee machine. | Bachelorarbeit | from 10 / 2023 |
| Safety and Security for AI Accelerators - Tracing Layer Activations | Bachelorarbeit | ab 03 / 2023 |
| Development of an adaptive and intelligent strategy for charging electric coaches | Masterarbeit | ab 03 / 2023 |
| Concepts for the development of a prediction model for electrified buses | Masterarbeit | ab 03 / 2023 |
| Monitoring strategies and metrics for AI accelerator activations using activation patterns | Masterarbeit | ab 03 / 2023 |
Publications
2023
Journal Articles
EFFECT: An End-to-End Framework for Evaluating Strategies for Parallel AI Anomaly Detection
Stammler, M.; Höfer, J.; Kraus, D.; Schmidt, P.; Hotfilter, T.; Harbaum, T.; Becker, J.
2023. Procedia Computer Science, 222, 499 – 508. doi:10.1016/j.procs.2023.08.188
Stammler, M.; Höfer, J.; Kraus, D.; Schmidt, P.; Hotfilter, T.; Harbaum, T.; Becker, J.
2023. Procedia Computer Science, 222, 499 – 508. doi:10.1016/j.procs.2023.08.188
2019
Conference Papers
Optimized real-time control for modular multilevel converters using adaptive neural networks
Kraus, D.; Specht, E.; Merz, T.; Hiller, M.
2019. 2019 21st European Conference on Power Electronics and Applications (EPE ’19 ECCE Europe), 3-5 September 2019, Genova, Italy, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/EPE.2019.8915464
Kraus, D.; Specht, E.; Merz, T.; Hiller, M.
2019. 2019 21st European Conference on Power Electronics and Applications (EPE ’19 ECCE Europe), 3-5 September 2019, Genova, Italy, Institute of Electrical and Electronics Engineers (IEEE). doi:10.23919/EPE.2019.8915464