Jianfeng Chen

Behaviour-aware physics-informed trajectory prediction for freeway on-ramp merging vehicles

Freeway merging areas involve intense interactions and non-stationary traffic dynamics, making accurate on-ramp trajectory prediction essential for safe and cooperative driving. However, existing deep learning methods often overfit and fail to maintain physical consistency under...