Reduced Wiener Chaos representation of random fields via basis adaptation and projection

Panagiotis Tsilifis, Roger Ghanem

A new characterization of random fields appearing in physical models is presented that is based on their well-known Homogeneous Chaos expansions. We take advantage of the adaptatio…