Lorenzo Tamellini
Orcid: 0000-0002-8008-0359
According to our database1,
Lorenzo Tamellini
authored at least 22 papers
between 2014 and 2024.
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Bibliography
2024
Algorithm 1040: The Sparse Grids Matlab Kit - a Matlab implementation of sparse grids for high-dimensional function approximation and uncertainty quantification.
ACM Trans. Math. Softw., March, 2024
Two Nitsche-based mixed finite element discretizations for the seepage problem in Richards' equation.
CoRR, 2024
2023
Comparing multi-index stochastic collocation and multi-fidelity stochastic radial basis functions for forward uncertainty quantification of ship resistance.
Eng. Comput., 2023
Data-informed uncertainty quantification for laser-based powder bed fusion additive manufacturing.
CoRR, 2023
2022
On the Convergence of Adaptive Stochastic Collocation for Elliptic Partial Differential Equations with Affine Diffusion.
SIAM J. Numer. Anal., 2022
Uncertainty quantification in timber-like beams using sparse grids: theory and examples with off-the-shelf software utilization.
CoRR, 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.
CoRR, 2022
Inverse and forward sparse-grids-based uncertainty quantification analysis of laser-based powder bed fusion of metals.
CoRR, 2022
Combining the Morris Method and Multiple Error Metrics to Assess Aquifer Characteristics and Recharge in the Lower Ticino Basin, in Italy.
CoRR, 2022
The Sparse Grids Matlab kit - a Matlab implementation of sparse grids for high-dimensional function approximation and uncertainty quantification.
CoRR, 2022
2020
Computational Approaches for Uncertainty Quantification of Naval Engineering Problems.
ERCIM News, 2020
Uncertainty Quantification of Ship Resistance via Multi-Index Stochastic Collocation and Radial Basis Function Surrogates: A Comparison.
CoRR, 2020
2019
CoRR, 2019
CoRR, 2019
2018
Convergence of Sparse Collocation for Functions of Countably Many Gaussian Random Variables (with Application to Elliptic PDEs).
SIAM J. Numer. Anal., 2018
2016
Convergence of quasi-optimal sparse-grid approximation of Hilbert-space-valued functions: application to random elliptic PDEs.
Numerische Mathematik, 2016
Multi-index Stochastic Collocation Convergence Rates for Random PDEs with Parametric Regularity.
Found. Comput. Math., 2016
2014
Model Reduction Based on Proper Generalized Decomposition for the Stochastic Steady Incompressible Navier-Stokes Equations.
SIAM J. Sci. Comput., 2014
Convergence of quasi-optimal Stochastic Galerkin methods for a class of PDES with random coefficients.
Comput. Math. Appl., 2014