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10/13/2022
Inverse and forward sparse-grids-based uncertainty quantification analysis of laser-based powder bed fusion of metals
The present paper aims at applying uncertainty quantification methodolog...
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03/17/2022
The Sparse Grids Matlab kit – a Matlab implementation of sparse grids for high-dimensional function approximation and uncertainty quantification
The Sparse Grids Matlab Kit is a collection of Matlab functions for high...
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06/01/2021
Comparing Multi-Index Stochastic Collocation and Multi-Fidelity Stochastic Radial Basis Functions for Forward Uncertainty Quantification of Ship Resistance
This paper presents a comparison of two multi-fidelity methods for the f...
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08/04/2020
A note on tools for prediction under uncertainty and identifiability of SIR-like dynamical systems for epidemiology
We provide an overview of the methods that can be used for prediction un...
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05/15/2020