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 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 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 reduced order method for modelling turbulent heat transfer problems
2020-01-01 Georgaka, S.; Stabile, G.; Star, K.; Rozza, G.; Bluck, M. J.
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
2022-01-01 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 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.
A novel Large Eddy Simulation model for the Quasi-Geostrophic equations in a Finite Volume setting
2023-01-01 Girfoglio, M.; Quaini, A.; Rozza, G.
A numerical approach for heat flux estimation in thin slabs continuous casting molds using data assimilation
2021-01-01 Morelli, Umberto Emil; Barral, Patricia; Quintela, Peregrina; Rozza, Gianluigi; Stabile, Giovanni
A POD-Galerkin reduced order model for a LES filtering approach
2021-01-01 Girfoglio, M.; Quaini, A.; Rozza, G.
A POD-Galerkin reduced order model for the Navier–Stokes equations in stream function-vorticity formulation
2022-01-01 Girfoglio, M.; Quaini, A.; Rozza, G.
A POD-Galerkin reduced order model of a turbulent convective buoyant flow of sodium over a backward-facing step
2021-01-01 Star, S.; Stabile, G.; Rozza, G.; Degroote, J.
A POD-selective inverse distance weighting method for fast parametrized shape morphing
2019-01-01 Ballarin, Francesco; D'Amario, Alessandro; Perotto, Simona; Rozza, Gianluigi
A Proper Orthogonal Decomposition approach for parameters reduction of Single Shot Detector networks
2022-01-01 Meneghetti, Laura; Demo, Nicola; Rozza, Gianluigi
A reduced basis approach for PDEs on parametrized geometries based on the shifted boundary finite element method and application to a Stokes flow
2019-01-01 Karatzas, Efthymios N.; Stabile, Giovanni; Nouveau, Leo; Scovazzi, Guglielmo; Rozza, Gianluigi