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with Paul Janin, PhD student in Cognitive Science at CEA Paris-Saclay, Jean Langlois-Berthelot, Doctor in Applied Mathematics and Former Researcher at Ecole Polytechnique (IP Paris), Marc-Olivier Boisset, Research fellow at the ‘Changing Conflicts’ research cluster of the Coëtquidan Schools Research Centre (CREC)

with Youba Sokona, Honorary Professor at University College London, Former Vice-Chair of the IPCC and Member of the Joint Ethics Committee (INRAE-CIRAD-IFREMER-IRD)

with Romain Alléaume, Lecturer at Télécom Paris (IP Paris)

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