A Spline Dimensional Decomposition for Uncertainty Quantification in High Dimensions

Sharif Rahman, Ramin Jahanbin

This study debuts a new spline dimensional decomposition (SDD) for uncertainty quantification analysis of high-dimensional functions, including those endowed with high nonlinearity…