Accurate Data-Driven Surrogates of Dynamical Systems for Forward Propagation of Uncertainty

Saibal De, Reese E. Jones, Hemanth Kolla

Stochastic collocation (SC) is a well-known non-intrusive method of constructing surrogate models for uncertainty quantification. In dynamical systems, SC is especially suited for…