Journals

• Agent-Based Modelling of Older Adult Needs for Autonomous Mobility-on-Demand: A Case Study in Winnipeg, Canada
  Prédhumeau, M., and Manley E. Transportation, January 2025

• How To Evaluate the Navigation of Autonomous Vehicles Around Pedestrians?
  Kabtoul, M., Prédhumeau, M., Spalanzani, A., Dugdale, J., and Martinet, P. IEEE Transactions on Intelligent Transportation Systems, vol. 25, no. 3, pp. 2311-2321, March 2024

• A synthetic population for agent-based modelling in Canada
  Prédhumeau, M., and Manley E. Scientific Data, vol. 10, no. 148, March 2023.

• Pedestrian Behavior in Shared Spaces with Autonomous Vehicles: An Integrated Framework and Review

Prédhumeau, M., Spalanzani A., and Dugdale, J. IEEE Transactions on Intelligent Vehicles, vol. 8, no. 1, pp. 438-457, Jan. 2023.

• Agent-Based Modeling for Predicting Pedestrian Trajectories Around an Autonomous Vehicle

Prédhumeau, M., Mancheva, L., Dugdale, J., and Spalanzani A. Journal of Artificial Intelligence Research, vol. 73, April 2022.

International peer reviewed conferences

• Sustainable urban digital twins: reducing, reusing, recycling models

Prédhumeau, M. The 19th International Conference on Computational Urban Planning and Urban Management (CUPUM), London, UK, June 2025

• Understanding the temporal dynamics of urban traffic disruptions: a stage-based congestion model

Bai, Y., Prédhumeau, M., and Manley E. The 19th International Conference on Computational Urban Planning and Urban Management (CUPUM), London, UK, June 2025

• Assessing the impact of crisis cell decisions during flash flood

Cueille, E., Bodini, D., Gaudou, B., Grancher, D., Nicolle, P., Payrastre, O., Prédhumeau, M., Ruin, I., Terti, G., Verstaevel, N. The 26th International Workshop on Multi-Agent-Based Simulation (MABS), AAMAS, Detroit, US, May 2025.

• Segments of Senior Urban Mobility in the UK and Canada

Prédhumeau, M., and Manley E. The 103rd Transportation Research Board (TRB) Annual Meeting, Washington, USA, January 2024.

• National-scale spatiotemporal variation in driver navigation behaviour and route choice
  Karikari, E., Prédhumeau, M., Baudains, P., and Manley E. The 12th International Conference on Geographic Information Science (GIScience), Leeds, UK, Sept. 2023.

• Modelling and simulating age-dependent pedestrian behaviours with an autonomous vehicle

Jobert, O., Prédhumeau, M., and Dugdale, J. 37th International ECMS Conference on Modelling and Simulation, Florence, Italy, June 2023.

• Building an Environment for Spatial Modelling of Canadian Cities Using Open Data: A Replicable Workflow Applied to Winnipeg

Prédhumeau, M., and Manley E. 18th International Conference on Computational Urban Planning and Urban Management (CUPUM), Montreal, Canada, June 2023

• Towards Inclusive Urban Planning: An Elderly–Focused Agent-Based Model of West Midlands

Prédhumeau, M., and Manley E. 31th Annual Geographical Information Science Research UK (GISRUK), Glasgow, UK, April 2023.

• Analysing Connected Car Data to Understand Vehicular Route Choice

Karikari, E., Prédhumeau, M., Baudains, P., and Manley E. 31th Annual Geographical Information Science Research UK (GISRUK), Glasgow, UK, April 2023.

• An Agent-Based Model to Predict Pedestrians Trajectories with an Autonomous Vehicle in Shared Spaces
  Prédhumeau, M., Mancheva, L., Dugdale, J., and Spalanzani A. In the Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), May 2021, IFAAMAS.

Pragnesh Jay Modi Best Student Paper Award

Watch the presentation

• Simulating Realistic Pedestrian Behaviors in the Context of Autonomous Vehicles in Shared Spaces: Doctoral Consortium

Prédhumeau, M., In the Proc. of the 20th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2021), May 2021, IFAAMAS.

• Modeling and Simulating Pedestrian Social Group Behavior with Heterogeneous Social Relationships
  Prédhumeau, M., Dugdale, J., Spalanzani, A. In Spring Simulation Conference (Springim'20), May 2020.

• Adapting the Social Force Model for Low Density Crowds in Open Environments
  Prédhumeau, M., Dugdale, J., Spalanzani, A. In the 15th Social Simulation Conference (SSC19), Sep. 2019, Mainz, Germany.

National peer reviewed conferences

• Modéliser la mobilité des populations âgées pour guider un service de transport à la demande

Prédhumeau, M., Manley, E.. 33èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2025), Plateforme Intelligence Artificielle (PFIA), Juil 2025, Dijon, France.

Thesis

• Modelling and simulation of realistic pedestrian behaviour in a shared space with an autonomous vehicle

Prédhumeau, M. - Supervisors: Dugdale, J. and Spalanzani, A.

PhD Thesis, Grenoble Alps University. 2021.

Academic Thesis Award 2022 from Grenoble Alps University for the field "Mathematics, Information and Communication Sciences"

• Smart mobility and adaptive governance

Prédhumeau, M. - Supervisors: Deslandres, V. and Fenet, S.

Master Thesis, University of Clermont Auvergne - ISIMA. 2017.

• Design and development of a management tool for wireless sensor networks

Prédhumeau, M. - Supervisors: De Sousa, G.

Master Thesis, University of Clermont Auvergne – ISIMA. 2016.