Gradient-enhanced spline dimensional decomposition for uncertainty quantification with limited training samples

Eunho Heo, Dongjin Lee

A spline dimensional decomposition (SDD) surrogate effectively represents high-dimensional engineering responses with localized features and complex nonlinearities in uncertainty q…