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with Benoit Conti, Geographer and Research Fellow at the City, Mobility, and Transportation Laboratory (LVMT) at Université Gustave Eiffel and École Nationale des Ponts et Chaussées (IP Paris), Mariane Thébert, Researcher at the City, Mobility, and Transportation Laboratory (LVMT) at Université Gustave Eiffel and École Nationale des Ponts et Chaussées (IP Paris), Manon Eskenazi, Research Fellow at the City, Mobility, and Transportation Laboratory (LVMT) at Université Gustave Eiffel and École Nationale des Ponts et Chaussées (IP Paris)

with Saul Martin Rodriguez, Postdoctoral Researcher in the Space and Environmental Physiology Group at the Karolinska Institute

with Adrien Bilal, (X10), 2026 Best Young Economist in France award & Senior Lecturer in Economics at Stanford University

with Aurélien Bigo, Research Associate of the Energy and Prosperity Chair at Institut Louis Bachelier

with Olivier Beaud, Professor of Public Law at Université Paris-Panthéon-Assas

with Daniel Racek, Head of the Department for Data Science in Crisis and Conflict Research at University of the Bundeswehr Munich

with Tiffany Morisseau, Researcher in Cognitive Psychology, affiliated with Institut Catholique de Paris and the Center for Research on Mediation, Negotiation, and Society (CREMENS)

with Tai Ming Cheung, Professor at the University of California San Diego and Co-Director of the Institute on Global Conflict and Cooperation

with Luc Pastur, Associate Professor in Fluid Mechanics at ENSTA (IP Paris)