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Bruno Sudret  gave a talk entitled “Surrogate models for uncertain  dynamical systems: polynomial chaos expansions for time-dependent  responses” at the 4^th DAM Forum on Uncertainty Quantification Methods organized by CEA, the French Agency for Nuclear Energy (France).