research
∙
04/27/2023
Lowering the Entry Bar to HPC-Scale Uncertainty Quantification
Treating uncertainties in models is essential in many fields of science ...
share
research
∙
10/31/2022
Combining noisy well data and expert knowledge in a Bayesian calibration of a flow model under uncertainties: an application to solute transport in the Ticino basin
Groundwater flow modeling is commonly used to calculate groundwater head...
research
∙
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...
research
∙
06/04/2022
Combining the Morris Method and Multiple Error Metrics to Assess Aquifer Characteristics and Recharge in the Lower Ticino Basin, in Italy
Groundwater flow model accuracy is often limited by the uncertainty in m...
research
∙
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...
research
∙
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...
research
∙
08/17/2020
On the convergence of adaptive stochastic collocation for elliptic partial differential equations with affine diffusion
Convergence of an adaptive collocation method for the stationary paramet...
research
∙
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...
research
∙
05/15/2020
Uncertainty Quantification of Ship Resistance via Multi-Index Stochastic Collocation and Radial Basis Function Surrogates: A Comparison
This paper presents a comparison of two methods for the forward uncertai...
research
∙
03/13/2020
Compressive Isogeometric Analysis
This work is motivated by the difficulty in assembling the Galerkin matr...
research
∙
06/26/2019