community · 23 papers
Crowd Evacuation Dynamics Simulation
Pedestrian and crowd dynamics modeling is the central focus, spanning microscopic (agent-based, social force), mesoscopic, and macroscopic approaches to simulate movement, evacuation, and emergent collective behavior. The social force model and its extensions remain foundational, while newer work incorporates data-driven techniques, emotional and cognitive factors, and infectious disease contagion to capture increasingly realistic crowd phenomena. Validation through empirical data collection and open-source simulation frameworks like Vadere connects theoretical models to practical applications in building design and emergency evacuation planning.
Papers in this community
- Social force model for pedestrian dynamics 1995 DOI ↗
- Simulating dynamical features of escape panic 2000 DOI ↗
- Self-Organized Pedestrian Crowd Dynamics: Experiments, Simulations, and Design Solutions 2005 DOI ↗
- How simple rules determine pedestrian behavior and crowd disasters 2011 DOI ↗
- State-of-the-art crowd motion simulation models 2013 DOI ↗
- The Walking Behaviour of Pedestrian Social Groups and Its Impact on Crowd Dynamics 2010 DOI ↗
- Parameter estimation and comparative evaluation of crowd simulations 2014 DOI ↗
- Controlling inter-particle distances in crowds of motile, cognitive, active particles 2024 DOI ↗
- A Spatial Kinetic Model of Crowd Evacuation Dynamics with Infectious Disease Contagion 2023 DOI ↗
- A review on crowd simulation and modeling 2020 DOI ↗
- Vadere: An Open-Source Simulation Framework to Promote Interdisciplinary Understanding 2019 DOI ↗
- Saving Human Lives: What Complexity Science and Information Systems can Contribute 2015 DOI ↗
- Data collection methods for studying pedestrian behaviour: A systematic review 2021 DOI ↗
- A high-resolution meshfree particle method for numerical investigation of second-order macroscopic pedestrian flow models 2024 DOI ↗
- Social force models for pedestrian traffic – state of the art 2018 DOI ↗
- Modeling spatial patterns in a moving crowd of people using data-driven approach—A concept of Interplay Floor Field 2023 DOI ↗
- Data-driven Crowd Modeling Techniques: A Survey 2022 DOI ↗
- Crowd flow forecasting via agent-based simulations with sequential latent parameter estimation from aggregate observation 2022 DOI ↗
- Crowd evacuation simulation method combining the density field and social force model 2021 DOI ↗
- Body and mind: Decoding the dynamics of pedestrians and the effect of smartphone distraction by coupling mechanical and decisional processes 2023 DOI ↗
- A hybrid mesoscopic/agent-based model for crowd dynamics with emotional contagion 2026 DOI ↗
- A crowd team evacuation model considering spring effect 2026 DOI ↗
- 3D Indoor Environment Abstraction for Crowd Simulations in Complex Buildings 2021 DOI ↗