All the MADRAS project publications and communications are registered on this open access HAL repository.

Peer-reviewed journals

  • A generalized trajectories-based evaluation approach for pedestrian evacuation models. Safety Science, 2022.
  • Heterogeneity‚ÄĎinduced lane and band formation in self‚ÄĎdriven particle systems. Scientific Reports, 2022.
  • Review of pedestrian trajectory prediction methods: comparing deep learning and knowledge-based approaches. IEEE Transactions on Intelligent Transportation Systems, 2022.
  • Anticipating Collisions, Navigating in Complex Environments, Elbowing, Pushing, and Smartphone-Walking: A Versatile Agent-Based Model for Pedestrian Dynamics. Preprint available here, 2022.

Peer-reviewed contributions to conference proceedings

 

 

Communications in conferences

  • Differences in pedestrian trajectory predictions for high- and low-density situations. Traffic and Granular Flow 2022, 15 – 17 October 2022, IIT Delhi, India. Abstract.
  • Modélisation de l’anticipation des collisions et des contacts dans la dynamique des foules piétonnes. 18ième Journées de la Matière Condensée (JMC18), 22 – 26 August 2022, Lyon, France. Abstract.
  • Stop and go pedestrian waves based on a behavioural model. 18ième Journées de la Matière Condensée (JMC18), 22 – 26 August 2022, Lyon, France. Poster.
  • Noise-induced breakdown in single-file motion. 18ième Journées de la Matière Condensée (JMC18), 22 – 26 August 2022, Lyon, France. Abstract; Poster.
  • Gampy: a fast plugin for integration of Python-based deep-learning models to the GAMA platform. 2nd conference GAMA Days 2022, Jun 2022, Online, France. Abstract on HAL; Slides.
  • A modular framework for multi-behavior and multi-scale simulation of pedestrians. 2nd conference GAMA Days 2022, Jun 2022, Online, France. Abstract on HAL; Slides.
  • Using synthetic data to improve performance of data-driven algorithms in high density pedestrian situations. 2nd conference GAMA Days 2022, Jun 2022, Online, France. Abstract on HAL; Slides.
  • Modélisation de l'anticipation des collisions et des contacts dans la dynamique des foules piétonnes (conversation). Regional French Conference on Complex Systems (FRCCS 2022), 20 – 22 June 2022, Paris, France. Abstract.

  • Stop and go pedestrian wave based on a behavioural model (flash talk). Regional French Conference on Complex Systems (FRCCS 2022), 20 – 22 June 2022, Paris, France. 

  • Review of Pedestrian Trajectory Prediction methods: Comparing physics-based and data-based approaches. 10th International Conference on Pedestrian and Evacuation Dynamics (PED2021). 28 – 30 November 2021, Online, Melbourne, Australia. Abstract; Slides.
  • Distance vs time-to-collision pedestrian models: verification and validation. 10th International Conference on Pedestrian and Evacuation Dynamics (PED2021). 28 – 30 November 2021, Online, Melbourne, Australia. Abstract; Slides.
  • Initiating lane and band formation in heterogeneous pedestrian dynamics. 10th International Conference on Pedestrian and Evacuation Dynamics (PED2021). 28 – 30 November 2021, Online, Melbourne, Australia. Abstract; Slides.
  • Review of Pedestrian Trajectory Prediction methods: Comparing physics-based and data-based approaches. 17ième Journées de la Matière Condensée (JMC17), 24 – 27 August 2021, Online, Rennes, France. Abstract; Slides.
  • Heterogeneity-induced lane and band formation in self-driven particle systems. 17ième Journées de la Matière Condensée (JMC17), 24 – 27 August 2021, Online, Rennes, France. Abstract; Slides.