#spline dimensional decomposition

topicspline dimensional decomposition

1 paper · 1 filter

math.NA2026

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

Eunho Heo, Dongjin Lee

The paper introduces a gradient-enhanced spline dimensional decomposition (GE‑SDD) surrogate that incorporates both function values and partial derivatives to improve uncertainty q…