Sparse approximation of data-driven Polynomial Chaos expansions: an induced sampling approach

Ling Guo, Akil Narayan, Yongle Liu +1

One of the open problems in the field of forward uncertainty quantification (UQ) is the ability to form accurate assessments of uncertainty having only incomplete information about…