2 papers
stat.AP2026
Physics-Informed Diffusion Models for Vehicle Speed Trajectory Generation
Vadim Sokolov, Farnaz Behnia, Dominik Karbowski
Synthetic vehicle speed trajectory generation is essential for evaluating vehicle control algorithms and connected vehicle technologies. Traditional Markov chain approaches suffer…
eess.SY2025
Processing and Analyzing Real-World Driving Data: Insights on Trips, Scenarios, and Human Driving Behaviors
Jihun Han, Dominik Karbowski, Ayman Moawad +5
Analyzing large volumes of real-world driving data is essential for providing meaningful and reliable insights into real-world trips, scenarios, and human driving behaviors. To thi…