Michele Girfoglio

46 papers Journal 46

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Deep-Learning Enhanced Gappy Proper Orthogonal Decomposition Method for Conjugate Heat Transfer Problem. CoRR Arash Hajisharifi, Rahul Halder, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	A Review of Equation-Based and Data-Driven Reduced Order Models featuring a Hybrid cardiovascular application. CoRR Pierfrancesco Siena, Pasquale Claudio Africa, Michele Girfoglio, Gianluigi Rozza
2025	J	`jnl`	A hybrid Reduced Order Model to enforce outflow pressure boundary conditions in computational haemodynamics. CoRR Pierfrancesco Siena, Pasquale Claudio Africa, Michele Girfoglio, Gianluigi Rozza
2025	J	`jnl`	Combining Extended Convolutional Autoencoders and Reservoir Computing for Accurate Reduced-Order Predictions of Atmospheric Flows. CoRR Arash Hajisharifi, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2025	J	`jnl`	Data-driven Optimization for the Evolve-Filter-Relax regularization of convection-dominated flows. CoRR Anna Ivagnes, Maria Strazzullo, Michele Girfoglio, Traian Iliescu, Gianluigi Rozza
2025	J	`jnl`	Linear and nonlinear filtering for a two-layer quasi-geostrophic ocean model. Appl. Math. Comput. Lander Besabe, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2025	J	`jnl`	On an adjoint-based numerical approach for time-dependent optimal control problems of biomedical interest. CoRR Zahra Mirzaiyan, Pierfrancesco Siena, Pasquale Claudio Africa, Michele Girfoglio, Gianluigi Rozza
2025	J	`jnl`	On the choice of proper outlet boundary conditions for numerical simulation of cardiovascular flows. CoRR Zahra Mirzaiyan, Michele Girfoglio, Gianluigi Rozza
2025	J	`jnl`	Optimal transport-based displacement interpolation with data augmentation for reduced order modeling of nonlinear dynamical systems. J. Comput. Phys. Moaad Khamlich, Federico Pichi, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2025	J	`jnl`	Projection-based reduced order modelling for unsteady parametrized optimal control problems in 3D cardiovascular flows. Comput. Methods Programs Biomed. Surabhi Rathore, Pasquale Claudio Africa, Francesco Ballarin, Federico Pichi, Michele Girfoglio, Gianluigi Rozza
2025	J	`jnl`	Randomized Proper Orthogonal Decomposition for data-driven reduced order modeling of a two-layer quasi-geostrophic ocean model. CoRR Lander Besabe, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2025	J	`jnl`	Stabilized POD reduced order models for convection-dominated incompressible flows. Comput. Appl. Math. Pierfrancesco Siena, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2024	J	`jnl`	A LSTM-enhanced surrogate model to simulate the dynamics of particle-laden fluid systems. CoRR Arash Hajisharifi, Rahul Halder, Michele Girfoglio, Andrea Beccari, Domenico Bonanni, Gianluigi Rozza
2024	J	`jnl`	A brief review of Reduced Order Models using intrusive and non-intrusive techniques. CoRR Guglielmo Padula, Michele Girfoglio, Gianluigi Rozza
2024	J	`jnl`	Computational study of numerical flux schemes for mesoscale atmospheric flows in a Finite Volume framework. CoRR Nicola Clinco, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2024	J	`jnl`	Data-driven reduced order modeling of a two-layer quasi-geostrophic ocean model. CoRR Lander Besabe, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2024	J	`jnl`	Linear and nonlinear filtering for a two-layer quasi-geostrophic ocean model. CoRR Lander Besabe, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2024	J	`jnl`	On the accuracy and efficiency of reduced order models: towards real-world applications. CoRR Pierfrancesco Siena, Pasquale Claudio Africa, Michele Girfoglio, Gianluigi Rozza
2024	J	`jnl`	Optimal Transport-Based Displacement Interpolation with Data Augmentation for Reduced Order Modeling of Nonlinear Dynamical Systems. CoRR Moaad Khamlich, Federico Pichi, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2024	J	`jnl`	Projection-based Reduced Order Modelling for Unsteady Parametrized Optimal Control Problems in 3D Cardiovascular Flows. CoRR Surabhi Rathore, Pasquale Claudio Africa, Francesco Ballarin, Federico Pichi, Michele Girfoglio, Gianluigi Rozza
2024	J	`jnl`	Stabilized POD Reduced Order Models for convection-dominated incompressible flows. CoRR Pierfrancesco Siena, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2023	J	`jnl`	A Non-Intrusive Data-Driven Reduced Order Model for Parametrized CFD-DEM Numerical Simulations. CoRR Arash Hajisharifi, Francesco Romano, Michele Girfoglio, Andrea Beccari, Domenico Bonanni, Gianluigi Rozza
2023	J	`jnl`	A hybrid projection/data-driven reduced order model for the Navier-Stokes equations with nonlinear filtering stabilization. J. Comput. Phys. Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2023	J	`jnl`	A non-intrusive data-driven reduced order model for parametrized CFD-DEM numerical simulations. J. Comput. Phys. Arash Hajisharifi, Francesco Romano, Michele Girfoglio, Andrea Beccari, Domenico Bonanni, Gianluigi Rozza
2023	J	`jnl`	A novel Large Eddy Simulation model for the Quasi-Geostrophic equations in a Finite Volume setting. J. Comput. Appl. Math. Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2023	J	`jnl`	Applicable Methodologies for the Mass Transfer Phenomenon in Tumble Dryers: A Review. CoRR Sajad Salavatidezfouli, Arash Hajisharifi, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Data-Driven Reduced Order Modelling for Patient-Specific Hemodynamics of Coronary Artery Bypass Grafts with Physical and Geometrical Parameters. J. Sci. Comput. Pierfrancesco Siena, Michele Girfoglio, Francesco Ballarin, Gianluigi Rozza
2023	J	`jnl`	Filter stabilization for the mildly compressible Euler equations with application to atmosphere dynamics simulations. CoRR Nicola Clinco, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2022	J	`jnl`	A POD-Galerkin reduced order model for the Navier-Stokes equations in stream function-vorticity formulation. CoRR Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2022	J	`jnl`	A data-driven Reduced Order Method for parametric optimal blood flow control: application to coronary bypass graft. CoRR Caterina Balzotti, Pierfrancesco Siena, Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2022	J	`jnl`	A linear filter regularization for POD-based reduced order models of the quasi-geostrophic equations. CoRR Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2022	J	`jnl`	A novel Large Eddy Simulation model for the Quasi-Geostrophic Equations in a Finite Volume setting. CoRR Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2022	J	`jnl`	An introduction to POD-Greedy-Galerkin reduced basis method. CoRR Pierfrancesco Siena, Michele Girfoglio, Gianluigi Rozza
2022	J	`jnl`	Fast and accurate numerical simulations for the study of coronary artery bypass grafts by artificial neural network. CoRR Pierfrancesco Siena, Michele Girfoglio, Gianluigi Rozza
2021	J	`jnl`	A Hybrid Reduced Order Model for nonlinear LES filtering. CoRR Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2021	J	`jnl`	A POD-Galerkin reduced order model for a LES filtering approach. J. Comput. Phys. Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2021	J	`jnl`	An efficient FV-based Virtual Boundary Method for the simulation of fluid-solid interaction. CoRR Michele Girfoglio, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
2021	J	`jnl`	Consistency of the Full and Reduced Order Models for Evolve-Filter-Relax Regularization of Convection-Dominated, Marginally-Resolved Flows. CoRR Maria Strazzullo, Michele Girfoglio, Francesco Ballarin, Traian Iliescu, Gianluigi Rozza
2021	J	`jnl`	Finite element based model order reduction for parametrized one-way coupled steady state linear thermomechanical problems. CoRR Nirav Vasant Shah, Michele Girfoglio, Peregrina Quintela, Gianluigi Rozza, Alejandro Lengomin, Francesco Ballarin, Patricia Barral
2021	J	`jnl`	Fluid-structure interaction simulations with a LES filtering approach in solids4Foam. CoRR Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2021	J	`jnl`	Pressure stabilization strategies for a LES filtering Reduced Order Model. CoRR Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2021	J	`jnl`	The Neural Network shifted-Proper Orthogonal Decomposition: a Machine Learning Approach for Non-linear Reduction of Hyperbolic Equations. CoRR Davide Papapicco, Nicola Demo, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza
2021	J	`jnl`	Thermomechanical modelling for industrial applications. CoRR Nirav Vasant Shah, Michele Girfoglio, Gianluigi Rozza
2020	J	`jnl`	A POD-Galerkin reduced order model for a LES filtering approach. CoRR Michele Girfoglio, Annalisa Quaini, Gianluigi Rozza
2020	J	`jnl`	A non-intrusive data-driven ROM framework for hemodynamics problems. CoRR Michele Girfoglio, L. Scandurra, Francesco Ballarin, Giuseppe Infantino, Francesca Nicolò, Andrea Montalto, Gianluigi Rozza, Roberto Scrofani, Marina Comisso, Francesco Musumeci
2020	J	`jnl`	Non-intrusive PODI-ROM for patient-specific aortic blood flow in presence of a LVAD device. CoRR Michele Girfoglio, Francesco Ballarin, Giuseppe Infantino, Francesca Nicolò, Andrea Montalto, Gianluigi Rozza, Roberto Scrofani, Marina Comisso, Francesco Musumeci