Data-driven dimensionally decomposed generalized polynomial chaos expansion for forward uncertainty quantification

Hojun Choi, Eunho Heo, Dongjin Lee

Dimensionally decomposed generalized polynomial chaos expansion (DD-GPCE) efficiently performs forward uncertainty quantification (UQ) in complex engineering systems with high-dime…