Hamza Ousoukhman Student (Ph.D.), GERAD share Polytechnique Montréal Education since Sep 2025 Ph.D. Physics-informed AI for flood prediction: applications to river hydrodynamics and ice processes in cold climates Polytechnique Montréal, Julie Carreau, co-director, Ahmad Shakibaeinia, co-director