Clustering-based collocation for uncertainty propagation with multivariate dependent inputs

A. W. Eggels, D. T. Crommelin, J. A. S. Witteveen

In this article, we propose the use of partitioning and clustering methods as an alternative to Gaussian quadrature for stochastic collocation. The key idea is to use cluster cente…