- Understanding and modeling human driver behavior to improve safety, adaptability, and interaction in autonomous and assisted driving systems.
- Developing human-in-the-loop control frameworks that integrate driver intelligence into next-generation autonomous vehicle architectures.
- Investigating vehicle dynamics and tire-road interaction under high-performance and near-limit driving conditions.
- Analyzing driver control strategies to understand tire utilization and develop advanced control approaches for stability and performance.
- Developing high-fidelity driving simulation environments for analyzing driver behavior, perception, and control strategies.
- Designing intuitive HMI/UX systems that enhance driver awareness, control interaction, and human-machine collaboration.
- Modeling expert driving behavior using data-driven and AI-based approaches for performance analysis and prediction.
- Leveraging motorsport-inspired datasets to develop learning-based driver models and intelligent coaching systems.
