Data-driven sparse polynomial chaos expansion for models with dependent inputs

Zhanlin Liu, Youngjun Choe

Polynomial chaos expansions (PCEs) have been used in many real-world engineering applications to quantify how the uncertainty of an output is propagated from inputs. PCEs for model…