Publications

Dianzhao Li, und Ostap Okhrin. Modified DDPG car-following model with a real-world human driving experience with CARLA simulator. Transportation Research Part C: Emerging Technologies, (147):103987, 2023. [PUMA: topic_engineering CARLA, Car-following DRL, ROS Real dataset, driving model,] URL

Johannes Gerritzen, Andreas Hornig, Peter Winkler, und Maik Gude. A methodology for direct parameter identification for experimental results using machine learning—Real world application to the highly non-linear deformation behavior of FRP. Computational Materials Science, (244):113274, Elsevier, 2024. [PUMA: topic_engineering area_architectures FRP using experimental deformation direct learning application identification world parameter machine Real results highly non-linear behavior]