TAMELLINI, LORENZO
TAMELLINI, LORENZO
Istituto di Matematica Applicata e Tecnologie Informatiche - IMATI -
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
2023 E.A. Baker; S.Manenti; A. Reali; G. Sangalli; L. Tamellini;S. Todeschini
Comparing multi-index stochastic collocation and multi-fidelity stochastic radial basis functions for forward uncertainty quantification of ship resistance
2023 Piazzola, C; Tamellini, L; Pellegrini, R; Broglia, R; Serani, A; Diez, M
Sparse-grids uncertainty quantification of part-scale additive manufacturing processes
2023 Chiappetta, M; Piazzola, C; Carraturo, M; Tamellini, L; Reali, A; Auricchio, F
Uncertainty quantification in timber-like beams using sparse grids: Theory and examples with off-the-shelf software utilization
2023 G. Balduzzi; F. Bonizzoni;L. Tamellini
Adaptive experimental design for multi-fidelity surrogate modeling of multi-disciplinary systems
2022 J.D. Jakeman; S. Friedman; M.S. Eldred; L. Tamellini; A.A. Gorodetsky;D. Allaire
Combining the Morris method and multiple error metrics to assess aquifer characteristics and recharge in the lower Ticino Basin, in Italy
2022 Baker, Ea; Cappato, A; Todeschini, A; Tamellini, L; Sangalli, G; Reali, A; Manenti, S
On the convergence of adaptive stochastic collocation for elliptic partial differential equations with affine diffusion
2022 M. Eigel; O.G. Ernst; B. Sprungk;L. Tamellini
A note on tools for prediction under uncertainty and identifiability of SIR-like dynamical systems for epidemiology
2021 Piazzola, C; Tamellini, L; Tempone, R
Comparing multi-index stochastic collocation and radial basis function surrogates for ship resistance uncertainty quantification
2021 Piazzola, C; Tamellini, L; Pellegrini, R; Broglia, R; Serani, A; Diez, M
On expansions and nodes for sparse grid collocation of lognormal elliptic PDEs
2021 O.G. Ernst; B. Sprungk;L. Tamellini
The Multi-index Stochastic Collocation method for uncertainty quantification of PDEs with random parameters
2021 Beck, J; Tamellini, L; Tempone, R
Compressive isogeometric analysis
2020 S. Brugiapaglia; L. Tamellini;M. Tani
Computational approaches for uncertainty quantification of naval engineering problems
2020 R. Broglia; M. Diez;L. Tamellini
Parametric shape optimization for combined additive-subtractive manufacturing
2020 L. Tamellini; M.Chiumenti; C. Altenhofen; M. Attene; O. Barrowclough; M. Livesu; F. Marini; M. Martinelli;V. Skytt V.
Uncertainty quantification of ship resistance via multi-index stochastic collocation and radial basis function surrogates: A comparison
2020 Piazzola, C; Tamellini, L; Pellegrini, R; Broglia, R; Serani, A; Diez, M
IGA-based multi-index stochastic collocation for random PDEs on arbitrary domains
2019 Beck, J; Tamellini, L; Tempone, R
A sparse-grid isogeometric solver
2018 J. Beck; G. Sangalli;L. Tamellini
Convergence of sparse collocation for functions of countably many Gaussian random variables (with application to elliptic PDEs)
2018 Ernst, Og; Sprungk, B; Tamellini, L
Uncertainty Quantification of geochemical and mechanical compaction in layered sedimentary basins
2018 Colombo, I; Nobile, F; Porta, G; Scotti, A; Tamellini, L
Optimal-order isogeometric collocation at Galerkin superconvergent points
2017 Montardini, M; Sangalli, G; Tamellini, L