Rozza, Gianluigi
Rozza, Gianluigi
A combination between the reduced basis method and the ANOVA expansion: On the computation of sensitivity indices
2013-01-01 Devaud, D; Manzoni, Andrea; Rozza, Gianluigi
A comparative computational study of different formulations of the compressible Euler equations for mesoscale atmospheric flows in a finite volume framework
2025-01-01 Girfoglio, M.; Quaini, A.; Rozza, G.
A comparison of data-driven reduced order models for the simulation of mesoscale atmospheric flow
2024-01-01 Hajisharifi, A.; Girfoglio, M.; Quaini, A.; Rozza, G.
A complete data-driven framework for the efficient solution of parametric shape design and optimisation in naval engineering problems
2019-01-01 Demo, Nicola; Tezzele, Marco; Mola, Andrea; Rozza, Gianluigi
A continuous convolutional trainable filter for modelling unstructured data
2023-01-01 Coscia, D; Meneghetti, L; Demo, N; Stabile, G; Rozza, G
A dimensionality reduction approach for convolutional neural networks
2023-01-01 Meneghetti, L; Demo, N; Rozza, G
A Finite Volume approximation of the Navier-Stokes equations with nonlinear filtering stabilization
2019-01-01 Girfoglio, Michele; Quaini, Annalisa; Rozza, Gianluigi
A Gaussian Process Regression approach within a data-driven POD framework for engineering problems in fluid dynamics
2022-01-01 Ortali, Giulio; Demo, Nicola; Rozza, Gianluigi
A hybrid projection/data-driven reduced order model for the Navier-Stokes equations with nonlinear filtering stabilization
2023-01-01 Girfoglio, M.; Quaini, A.; Rozza, G.
A hybrid reduced order method for modelling turbulent heat transfer problems
2020-01-01 Georgaka, S.; Stabile, G.; Star, K.; Rozza, G.; Bluck, M. J.
A linear filter regularization for POD-based reduced-order models of the quasi-geostrophic equations
2023-01-01 Girfoglio, M.; Quaini, A.; Rozza, G.
A Local Approach to Parameter Space Reduction for Regression and Classification Tasks
2024-01-01 Romor, Francesco; Tezzele, Marco; Rozza, Gianluigi
A localized reduced-order modeling approach for PDEs with bifurcating solutions
2019-01-01 Hess, M.; Alla, A.; Quaini, A.; Rozza, G.; Gunzburger, M.
A mathematical approach in the design of arterial bypass using unsteady Stokes equations
2006-01-01 Agoshkov, V.; Quarteroni, A.; Rozza, G.
A Monolithic and a Partitioned, Reduced Basis Method for Fluid-Structure Interaction Problems
2021-01-01 Nonino, M; Ballarin, F; Rozza, G
A multi-physics reduced order model for the analysis of Lead Fast Reactor single channel
2016-01-01 Sartori, Alberto; Cammi, A.; Luzzi, L.; Rozza, Gianluigi
A multifidelity approach coupling parameter space reduction and nonintrusive POD with application to structural optimization of passenger ship hulls
2023-01-01 Tezzele, Marco; Fabris, Lorenzo; Sidari, Matteo; Sicchiero, Mauro; Rozza, Gianluigi
A non-intrusive approach for the reconstruction of POD modal coefficients through active subspaces
2019-01-01 Demo, Nicola; Tezzele, Marco; Rozza, Gianluigi
A non-intrusive data-driven reduced order model for parametrized CFD-DEM numerical simulations
2023-01-01 Hajisharifi, Arash; Romanò, Francesco; Girfoglio, Michele; Beccari, Andrea; Bonanni, Domenico; Rozza, Gianluigi
A novel iterative penalty method to enforce boundary conditions in Finite Volume POD-Galerkin reduced order models for fluid dynamics problems
2021-01-01 Star, K.; Stabile, G.; Belloni, F.; Rozza, G.; Degroote, J.