• 0 Citations
  • 0 h-Index

Research output per year

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Personal profile


Felix is a PhD student in the field of autonomous vehicle research. He is conducting his doctoral studies in a collaborative research project between Coventry University and HORIBA MIRA. He is a member of the Institute for Future Transport and Cities (FTC) at Coventry University and the Centre for Connected Autonomous Automotive Research (CCAAR) at HORIBA MIRA.

After receiving a Bachelor of Science degree in Mechanical Engineering from Karlsruhe Institute of Technology (KIT), Germany, he went on to pursue a consecutive Master of Science in Automotive Engineering from KIT. Additionally, he holds a Master of Engineering degree from Tongji University in Shanghai, China, where he spent two years. He concluded his studies with a research project at Bosch (China) Investment Ltd., leading to the dissertation “Modelling and Degree of Hybridization Optimization of a Fuel Cell-Battery Hybrid Scooter”.

Research Interests

Felix' research focuses on developing a new methodology to test autonomous vehicles using comprehensive vehicle simulation in conjunction with supervised machine learning. He is developing a framework, that identifies safety critical corner case scenarios, which reveal flaws in the design and behaviour of novel autonomous vehicles.

He has further interest in the area of model predictive control for behaviour generation and path planning of autonomous vehicles.

External positions

Doctoral Researcher, HORIBA MIRA Ltd.

Jan 2018 → …


  • TL Motor vehicles. Aeronautics. Astronautics
  • Autonomous Vehicles
  • Automatic Vehicles
  • Validation
  • QA75 Electronic computers. Computer science
  • Probabilistic Modelling
  • Bayesian networks
  • Bayesian statistics
  • Artificial Intelligence
  • Machine Learning

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Research Output

  • 1 Conference proceeding
  • 1 Review article

A taxonomy of validation strategies to ensure the safe operation of highly automated vehicles

Batsch, F., Kanarachos, S., Cheah, M., Ponticelli, R. & Blundell, M., 20 Mar 2020, In : Journal of Intelligent Transportation Systems. (In-press), p. (In-press)

Research output: Contribution to journalReview article

  • Performance Boundary Identification for the Evaluation of Automated Vehicles using Gaussian Process Classification

    Batsch, F., Daneshkhah, A., Cheah, M., Kanarachos, S. & Baxendale, A., 2019, 2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019. IEEE, p. 419-424 6 p. 8917119

    Research output: Chapter in Book/Report/Conference proceedingConference proceeding

    Open Access
  • 11 Downloads (Pure)


    • 2 Invited talk

    2nd Annual IoT - Connected Smart Cars and Vehicles Forum

    Felix Batsch (Invited speaker)
    25 Sep 2019

    Activity: Talk or presentationInvited talk

    China-Britain Artificial Intelligence Summit 2019

    Felix Batsch (Invited speaker)
    21 Jun 2019

    Activity: Talk or presentationInvited talk


    1st place in the Coventry University Three Minute Thesis Competition

    Felix Batsch (Recipient), 31 Jan 2019

    Prize: Prize (including medals and awards)

  • IEEE ITSS Young Professionals Fellow 2019

    Felix Batsch (Recipient), Oct 2019

    Prize: Fellowship awarded competitively