5 papers · 1 filter
Modeling inhomogeneous spatial point configurations with applications to replicated patterns in waiting crowds
Lars Sickert Karam, Rui M. Castro, Maarten Schoukens +1
In this article, we connect statistical inference for spatial point processes with the analysis of waiting pedestrian crowds through two interconnected contributions. First, on the…
The multi-fractal nature of pedestrian arrival times
Caspar A. S. Pouw, Alessandro Corbetta, Alessandro Gabbana +1
Pedestrian arrival times exhibit complex temporal organization across multiple scales, shaped by working hours, transportation schedules, and collective behaviors - features often…
Probabilistic dynamics of small groups in crowd flows
Chiel van der Laan, Alessandro Corbetta
Pedestrians in crowds frequently move as part of small groups, constituting up to 70% of individuals. Dyads (groups of two) are the most frequent. Understanding quantitatively the…
Understanding complex crowd dynamics with generative neural simulators
Koen Minartz, Fleur Hendriks, Simon Martinus Koop +2
Understanding the dynamics of pedestrian crowds is an outstanding challenge crucial for designing efficient urban infrastructure and ensuring safe crowd management. To this end, bo…
Data-driven physics-based modeling of pedestrian dynamics
Caspar A. S. Pouw, Geert G. M. van der Vleuten, Alessandro Corbetta +1
Pedestrian crowds encompass a complex interplay of intentional movements aimed at reaching specific destinations, fluctuations due to personal and interpersonal variability, and in…