Conformal prediction for full and sparse polynomial chaos expansions

A. Hatstatt, X. Zhu, B. Sudret

Polynomial Chaos Expansions (PCEs) are widely recognized for their efficient computational performance in surrogate modeling. Yet, a robust framework to quantify local model errors…