Deep Polynomial Chaos Expansion

Johannes Exenberger, Sascha Ranftl, Robert Peharz

Polynomial chaos expansion (PCE) is a classical and widely used surrogate modeling technique in physical simulation and uncertainty quantification. By taking a linear combination o…