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20202026
most citedThe Sparse Grids Matlab kit -- a Matlab implementation of sparse grids for high-dimensional function approximation and uncertainty quantification

2 citations · 3 across the 5 of their papers we have counts for

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stat.ME2020

A note on tools for prediction under uncertainty and identifiability of SIR-like dynamical systems for epidemiology

Chiara Piazzola, Lorenzo Tamellini, Raúl Tempone

We provide an overview of the methods that can be used for prediction under uncertainty and data fitting of dynamical systems, and of the fundamental challenges that arise in this…

math.NA2020

Uncertainty Quantification of Ship Resistance via Multi-Index Stochastic Collocation and Radial Basis Function Surrogates: A Comparison

Chiara Piazzola, Lorenzo Tamellini, Riccardo Pellegrini +3

This paper presents a comparison of two methods for the forward uncertainty quantification (UQ) of complex industrial problems. Specifically, the performance of Multi-Index Stochas…