Gradient-based dimension reduction of multivariate vector-valued functions

Olivier Zahm, Paul Constantine, Clémentine Prieur +1

Multivariate functions encountered in high-dimensional uncertainty quantification problems often vary most strongly along a few dominant directions in the input parameter space. We…