I am a research scientist at the Bosch Center for Artificial Intelligence in Renningen. My research aims at the quantification of uncertainties. In particular, I am interested in how model and measurement uncertainties propagate through a combination of probabilistic models. Before joining BCAI, I was as a principal scientist at the Institute for Information Technology in Oldenburg focusing on safety analysis for autonomous driving via statistical model checking. During my PhD at the I worked on Bayesian inference for neural data analysis.
My Research Fields
- Bayesian Inference
- Gaussian Processes
- Uncertainty Quantification
- Probabilistic Dynamics Modelling