01/2018 - Current : Doctoral Research; HORIBA MIRA Ltd.; Nuneaton, United Kingdom
04/2017 - 10/2017: Master Thesis Internship; Bosch (China) Investment Ltd.; Shanghai, China
06/2015 - 12/2015: University Research Assistant; wbk Institute for Production Science (KIT); Karlsruhe, Germany
01/2015 - 03/2015: Internship; ZF Friedrichshafen AG; Friedrichshafen, Germany
Batsch, F., Daneshkhah, A., Cheah, M., Kanarachos, S., & Baxendale, A. (2019). Performance Boundary Identification for the Evaluation of Automated Vehicles using Gaussian Process Classification. 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 419–424. https://doi.org/10.1109/ITSC.2019.8917119
Batsch, F., Kanarachos, S., Cheah, M., Ponticelli, R., & Blundell, M. (2022). A taxonomy of validation strategies to ensure the safe operation of highly automated vehicles. Journal of Intelligent Transportation Systems, 26(1), 14–33. https://doi.org/10.1080/15472450.2020.1738231
Batsch, F., Daneshkhah, A., Palade, V., & Cheah, M. (2021). Scenario Optimisation and Sensitivity Analysis for Safe Automated Driving Using Gaussian Processes. Applied Sciences, 11(2), 775. https://doi.org/10.3390/app11020775
Talk at China-Britain Artificial Intelligence Summit 2019, London, United Kingdom
Talk at 2nd Annual IoT - Connected Smart Cars and Vehicles Forum, Berlin, Germany
Paper presentation at IEEE Intelligent Transportation Systems Conference (ITSC), Auckland, New Zealand
Guest Lecture at M37MAE Vehicle Safety, Coventry, United Kingdom
Talk at Machine Learning for Virtual Vehicle Development (CAE & VR), Virtual | Stuttgart, Germany