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.
Prédhumeau, M., Spalanzani A., and Dugdale, J. IEEE Transactions on Intelligent Vehicles, vol. 8, no. 1, pp. 438-457, Jan. 2023.
Prédhumeau, M., Mancheva, L., Dugdale, J., and Spalanzani A. Journal of Artificial Intelligence Research, vol. 73, April 2022.
International peer reviewed conferences
Prédhumeau, M. The 19th International Conference on Computational Urban Planning and Urban Management (CUPUM), London, UK, June 2025
Bai, Y., Prédhumeau, M., and Manley E. The 19th International Conference on Computational Urban Planning and Urban Management (CUPUM), London, UK, June 2025
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.
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.
Jobert, O., Prédhumeau, M., and Dugdale, J. 37th International ECMS Conference on Modelling and Simulation, Florence, Italy, June 2023.
Prédhumeau, M., and Manley E. 18th International Conference on Computational Urban Planning and Urban Management (CUPUM), Montreal, Canada, June 2023
Prédhumeau, M., and Manley E. 31th Annual Geographical Information Science Research UK (GISRUK), Glasgow, UK, April 2023.
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
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
Prédhumeau, M., Manley, E.. 33èmes Journées Francophones sur les Systèmes Multi-Agents (JFSMA 2025), Plateforme Intelligence Artificielle (PFIA), Juil 2025, Dijon, France.
Thesis
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"
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.