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Lorenzo Tamellini
Lorenzo Tamellini
CNR-IMATI
Verified email at imati.cnr.it - Homepage
Title
Cited by
Cited by
Year
Stochastic spectral Galerkin and collocation methods for PDEs with random coefficients: a numerical comparison
J Bäck, F Nobile, L Tamellini, R Tempone
Spectral and High Order Methods for Partial Differential Equations: Selected …, 2011
2812011
On the optimal polynomial approximation of stochastic PDEs by Galerkin and collocation methods
J Beck, R Tempone, F Nobile, L Tamellini
Mathematical Models and Methods in Applied Sciences 22 (09), 1250023, 2012
1812012
Global sensitivity analysis through polynomial chaos expansion of a basin-scale geochemical compaction model
L Formaggia, A Guadagnini, I Imperiali, V Lever, G Porta, M Riva, A Scotti, ...
Computational Geosciences 17, 25-42, 2013
1022013
Multi-index stochastic collocation for random PDEs
AL Haji-Ali, F Nobile, L Tamellini, R Tempone
Computer Methods in Applied Mechanics and Engineering 306, 95-122, 2016
952016
Convergence of quasi-optimal stochastic Galerkin methods for a class of PDEs with random coefficients
J Beck, F Nobile, L Tamellini, R Tempone
Computers & Mathematics with Applications 67 (4), 732-751, 2014
882014
Optimal-order isogeometric collocation at Galerkin superconvergent points
M Montardini, G Sangalli, L Tamellini
Computer Methods in Applied Mechanics and Engineering 316, 741-757, 2017
842017
Convergence of quasi-optimal sparse-grid approximation of Hilbert-space-valued functions: application to random elliptic PDEs
F Nobile, L Tamellini, R Tempone
Numerische Mathematik 134 (2), 343-388, 2016
752016
Convergence of sparse collocation for functions of countably many Gaussian random variables (with application to elliptic PDEs)
OG Ernst, B Sprungk, L Tamellini
SIAM Journal on Numerical Analysis 56 (2), 877-905, 2018
572018
Model reduction based on proper generalized decomposition for the stochastic steady incompressible Navier--Stokes equations
L Tamellini, O Le Maitre, A Nouy
SIAM Journal on Scientific Computing 36 (3), A1089-A1117, 2014
572014
An adaptive sparse grid algorithm for elliptic PDEs with lognormal diffusion coefficient
F Nobile, L Tamellini, F Tesei, R Tempone
Sparse Grids and Applications-Stuttgart 2014, 191-220, 2016
562016
Multi-index stochastic collocation convergence rates for random PDEs with parametric regularity
AL Haji-Ali, F Nobile, L Tamellini, R Tempone
Foundations of Computational Mathematics 16, 1555-1605, 2016
362016
A note on tools for prediction under uncertainty and identifiability of SIR-like dynamical systems for epidemiology
C Piazzola, L Tamellini, R Tempone
Mathematical Biosciences 332, 108514, 2021
342021
A quasi-optimal sparse grids procedure for groundwater flows
J Beck, F Nobile, L Tamellini, R Tempone
Spectral and High Order Methods for Partial Differential Equations-ICOSAHOM …, 2014
342014
Comparison of Clenshaw–Curtis and Leja quasi-optimal sparse grids for the approximation of random PDEs
F Nobile, L Tamellini, R Tempone
Spectral and High Order Methods for Partial Differential Equations ICOSAHOM …, 2015
302015
Algorithm 1040: The Sparse Grids Matlab Kit - a Matlab implementation of sparse grids for high-dimensional function approximation and uncertainty quantification
C Piazzola, L Tamellini
ACM Transactions on Mathematical Software, 2023
29*2023
Inverse modeling of geochemical and mechanical compaction in sedimentary basins through P olynomial C haos E xpansion
G Porta, L Tamellini, V Lever, M Riva
Water Resources Research 50 (12), 9414-9431, 2014
272014
Uncertainty Quantification of geochemical and mechanical compaction in layered sedimentary basins
I Colombo, F Nobile, G Porta, A Scotti, L Tamellini
Computer Methods in Applied Mechanics and Engineering 328, 122-146, 2018
242018
Implementation of optimal Galerkin and collocation approximations of PDEs with random coefficients
J Beck, F Nobile, L Tamellini, R Tempone
ESAIM: Proceedings 33, 10-21, 2011
232011
Comparing multi-index stochastic collocation and multi-fidelity stochastic radial basis functions for forward uncertainty quantification of ship resistance
C Piazzola, L Tamellini, R Pellegrini, R Broglia, A Serani, M Diez
Engineering with Computers, 2022
212022
IGA-based multi-index stochastic collocation for random PDEs on arbitrary domains
J Beck, L Tamellini, R Tempone
Computer Methods in Applied Mechanics and Engineering 351, 330-350, 2019
212019
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