community · 3 papers
Continuum Models Pedestrian Flow
Modeling pedestrian and vehicular traffic as continuous flows using partial differential equations forms the core of this community, with Hughes' dynamic continuum model serving as a foundational framework. Recent work integrates physics-informed deep learning to improve traffic state estimation, combining governing equations with data-driven approaches for more efficient and accurate solutions.