Girfoglio, Michele
Girfoglio, Michele
Scuola Internazionale Superiore di Studi Avanzati
A brief review of reduced order models using intrusive and non‐intrusive techniques
2024-01-01 Padula, Guglielmo; Girfoglio, Michele; 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 data-driven reduced order method for parametric optimal blood flow control: Application to coronary bypass graft
2022-01-01 Balzotti, Caterina; Siena, Pierfrancesco; Girfoglio, Michele; Quaini, Annalisa; 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 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 model to enforce outflow pressure boundary conditions in computational hemodynamics
2025-01-01 Siena, Pierfrancesco; Africa, Pasquale Claudio; Girfoglio, Michele; Rozza, Gianluigi
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 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 Large Eddy Simulation model for the Quasi-Geostrophic equations in a Finite Volume setting
2023-01-01 Girfoglio, M.; Quaini, A.; Rozza, G.
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 reduced order model formulation for left atrium flow: an atrial fibrillation case
2024-01-01 Balzotti, Caterina; Siena, Pierfrancesco; Girfoglio, Michele; Stabile, Giovanni; Dueñas-Pamplona, Jorge; Sierra-Pallares, José; Amat-Santos, Ignacio; Rozza, Gianluigi
Advances in reduced order methods for parametric industrial problems in computational fluid dynamics
2018-01-01 Rozza, Gianluigi; Malik, Haris; Demo, Nicola; Tezzele, Marco; Girfoglio, Michele; Stabile, Giovanni; Mola, Andrea
An introduction to POD-greedy-Galerkin reduced basis method
2023-01-01 Siena, Pierfrancesco; Girfoglio, Michele; Rozza, Gianluigi
An LSTM-enhanced surrogate model to simulate the dynamics of particle-laden fluid systems
2024-01-01 Hajisharifi, Arash; Halder, Rahul; Girfoglio, Michele; Beccari, Andrea; Bonanni, Domenico; Rozza, Gianluigi
Chapter 20: A Deep Learning Approach to Improving Reduced Order Models
2022-01-01 Meneghetti, Laura; Shah, Nirav; Girfoglio, Michele; Demo, Nicola; Tezzele, Marco; Lario, Andrea; Stabile, Giovanni; Rozza, Gianluigi
Computational study of numerical flux schemes for mesoscale atmospheric flows in a Finite Volume framework
2024-01-01 Clinco, Nicola; Girfoglio, Michele; Quaini, Annalisa; Rozza, Gianluigi
Consistency of the full and reduced order models for evolve-filter-relax regularization of convection-dominated, marginally-resolved flows
2022-01-01 Strazzullo, Maria; Girfoglio, Michele; Ballarin, Francesco; Iliescu, Traian; Rozza, Gianluigi
Data-driven reduced order modeling of a two-layer quasi-geostrophic ocean model
2025-01-01 Besabe, Lander; Girfoglio, Michele; Quaini, Annalisa; Rozza, Gianluigi