"Standard Stochastic Collocation (SC) uses **global** polynomials to construct a surrogate model $\\tilde{f}$ of some computational model $f$:\n", "Challenges exist ...

"TDA typically aims at extracting topological signatures from a point cloud in $\\mathbb R^d$ or in a general metric space. By studying the topological of the point clouds, we actually mean studying ...