Accelerating model evaluations in uncertainty propagation on tensor grids using computational graph transformations

Bingran Wang, Mark Sperry, Victor E. Gandarillas +1

Methods such as non-intrusive polynomial chaos (NIPC), and stochastic collocation are frequently used for uncertainty propagation problems. Particularly for low-dimensional problem…