8 papers
A well-motivated model of pedestrian dynamics
Ezel Ãsten, Anna Sieben, Mohcine Chraibi +1
In pedestrian dynamics, the internal drive that propels individuals toward their goals is typically captured by a single, fixed parameter, the desired walking speed. This simplific…
Crowd Dynamics in Historical Perspective: Reframing the Amritsar Massacre through Agent-Based Modelling and Social Psychology
Mohcine Chraibi, Krisztina Konya, Ezel Ãsten
Crowds have long held a paradoxical place in the human imagination, feared for their destructive potential yet essential for collective expression. This tension was tragically mani…
When legs and bodies synchronize: Two-level collective dynamics in dense crowds
Thomas Chatagnon, Mohcine Chraibi, Julien Pettré +2
Ultra-dense crowds, in which physical contact between people cannot be avoided, pose major safety concerns. Nevertheless, the underlying dynamics driving their collective behaviour…
Social LSTM with Dynamic Occupancy Modeling for Realistic Pedestrian Trajectory Prediction
Ahmed Alia, Mohcine Chraibi, Armin Seyfried
In dynamic and crowded environments, realistic pedestrian trajectory prediction remains a challenging task due to the complex nature of human motion and the mutual influences among…
Exploring Dense Crowd Dynamics: State of the Art and Emerging Paradigms
Thomas Chatagnon, Antoine Tordeux, Mohcine Chraibi
Dense pedestrian crowds may pose significant safety risks, yet their underlying dynamics remain insufficiently understood to reliably prevent accidents. In these environments, phys…
Hybrid Machine Learning and Physics-based Modelling of Pedestrian Pushing Behaviours at Bottlenecks
Qiancheng Xu, Ezel Ãsten, Ahmed Alia +3
In high-density crowds, close proximity between pedestrians makes the steady state highly vulnerable to disruption by pushing behaviours, potentially leading to serious accidents.…