Non-intrusive PODI-ROM for patient-specific aortic blood flow in presence of a LVAD device. - Michele Girfoglio; Francesco Ballarin; Giuseppe Infantino; Francesca Nicolò; Andrea Montalto; Gianluigi Rozza; Roberto Scrofani; Marina Comisso; Francesco Musumeci 003 (CoRR, 2020)

A non-intrusive data-driven ROM framework for hemodynamics problems. - Michele Girfoglio; L. Scandurra; Francesco Ballarin; Giuseppe Infantino; Francesca Nicolò; Andrea Montalto; Gianluigi Rozza; Roberto Scrofani; Marina Comisso; Francesco Musumeci 003 (CoRR, 2020)

Fluid-structure interaction simulations with a LES filtering approach in solids4Foam. - Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2021)

Pressure stabilization strategies for a LES filtering Reduced Order Model. - Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2021)

A Hybrid Reduced Order Model for nonlinear LES filtering. - Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2021)

The Neural Network shifted-Proper Orthogonal Decomposition: a Machine Learning Approach for Non-linear Reduction of Hyperbolic Equations. - Davide Papapicco; Nicola Demo; Michele Girfoglio; Giovanni Stabile; Gianluigi Rozza (CoRR, 2021)

Thermomechanical modelling for industrial applications. - Nirav Vasant Shah; Michele Girfoglio; Gianluigi Rozza (CoRR, 2021)

Consistency of the Full and Reduced Order Models for Evolve-Filter-Relax Regularization of Convection-Dominated, Marginally-Resolved Flows. - Maria Strazzullo; Michele Girfoglio; Francesco Ballarin; Traian Iliescu; Gianluigi Rozza (CoRR, 2021)

An efficient FV-based Virtual Boundary Method for the simulation of fluid-solid interaction. - Michele Girfoglio; Giovanni Stabile; Andrea Mola; Gianluigi Rozza (CoRR, 2021)

Finite element based model order reduction for parametrized one-way coupled steady state linear thermomechanical problems. - Nirav Vasant Shah; Michele Girfoglio; Peregrina Quintela; Gianluigi Rozza; Alejandro Lengomin; Francesco Ballarin; Patricia Barral (CoRR, 2021)

A POD-Galerkin reduced order model for a LES filtering approach. - Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (J. Comput. Phys., 2021)

A POD-Galerkin reduced order model for the Navier-Stokes equations in stream function-vorticity formulation. - Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2022)

Fast and accurate numerical simulations for the study of coronary artery bypass grafts by artificial neural network. - Pierfrancesco Siena; Michele Girfoglio; Gianluigi Rozza (CoRR, 2022)

An introduction to POD-Greedy-Galerkin reduced basis method. - Pierfrancesco Siena; Michele Girfoglio; Gianluigi Rozza (CoRR, 2022)

A data-driven Reduced Order Method for parametric optimal blood flow control: application to coronary bypass graft. - Caterina Balzotti; Pierfrancesco Siena; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2022)

A linear filter regularization for POD-based reduced order models of the quasi-geostrophic equations. - Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2022)

Applicable Methodologies for the Mass Transfer Phenomenon in Tumble Dryers: A Review. - Sajad Salavatidezfouli; Arash Hajisharifi; Michele Girfoglio; Giovanni Stabile; Gianluigi Rozza (CoRR, 2023)

Filter stabilization for the mildly compressible Euler equations with application to atmosphere dynamics simulations. - Nicola Clinco; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2023)

A novel Large Eddy Simulation model for the Quasi-Geostrophic equations in a Finite Volume setting. - Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (J. Comput. Appl. Math., 2023)

A hybrid projection/data-driven reduced order model for the Navier-Stokes equations with nonlinear filtering stabilization. - Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (J. Comput. Phys., 2023)

Data-Driven Reduced Order Modelling for Patient-Specific Hemodynamics of Coronary Artery Bypass Grafts with Physical and Geometrical Parameters. - Pierfrancesco Siena; Michele Girfoglio; Francesco Ballarin; Gianluigi Rozza (J. Sci. Comput., 2023)

A non-intrusive data-driven reduced order model for parametrized CFD-DEM numerical simulations. - Arash Hajisharifi; Francesco Romano; Michele Girfoglio; Andrea Beccari; Domenico Bonanni; Gianluigi Rozza (J. Comput. Phys., 2023)

A LSTM-enhanced surrogate model to simulate the dynamics of particle-laden fluid systems. - Arash Hajisharifi; Rahul Halder; Michele Girfoglio; Andrea Beccari; Domenico Bonanni; Gianluigi Rozza (CoRR, 2024)

Computational study of numerical flux schemes for mesoscale atmospheric flows in a Finite Volume framework. - Nicola Clinco; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2024)

A brief review of Reduced Order Models using intrusive and non-intrusive techniques. - Guglielmo Padula; Michele Girfoglio; Gianluigi Rozza (CoRR, 2024)

On the accuracy and efficiency of reduced order models: towards real-world applications. - Pierfrancesco Siena; Pasquale Claudio Africa; Michele Girfoglio; Gianluigi Rozza (CoRR, 2024)

Data-driven reduced order modeling of a two-layer quasi-geostrophic ocean model. - Lander Besabe; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2024)

Linear and nonlinear filtering for a two-layer quasi-geostrophic ocean model. - Lander Besabe; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (Appl. Math. Comput., 2025)

Projection-based reduced order modelling for unsteady parametrized optimal control problems in 3D cardiovascular flows. - Surabhi Rathore; Pasquale Claudio Africa; Francesco Ballarin; Federico Pichi; Michele Girfoglio; Gianluigi Rozza (Comput. Methods Programs Biomed., 2025)

Optimal transport-based displacement interpolation with data augmentation for reduced order modeling of nonlinear dynamical systems. - Moaad Khamlich; Federico Pichi; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (J. Comput. Phys., 2025)

Data-driven Optimization for the Evolve-Filter-Relax regularization of convection-dominated flows. - Anna Ivagnes; Maria Strazzullo; Michele Girfoglio; Traian Iliescu; Gianluigi Rozza (CoRR, 2025)

A hybrid Reduced Order Model to enforce outflow pressure boundary conditions in computational haemodynamics. - Pierfrancesco Siena; Pasquale Claudio Africa; Michele Girfoglio; Gianluigi Rozza (CoRR, 2025)

On the choice of proper outlet boundary conditions for numerical simulation of cardiovascular flows. - Zahra Mirzaiyan; Michele Girfoglio; Gianluigi Rozza (CoRR, 2025)

Combining Extended Convolutional Autoencoders and Reservoir Computing for Accurate Reduced-Order Predictions of Atmospheric Flows. - Arash Hajisharifi; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2025)

Randomized Proper Orthogonal Decomposition for data-driven reduced order modeling of a two-layer quasi-geostrophic ocean model. - Lander Besabe; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (CoRR, 2025)

Stabilized POD reduced order models for convection-dominated incompressible flows. - Pierfrancesco Siena; Michele Girfoglio; Annalisa Quaini; Gianluigi Rozza (Comput. Appl. Math., 2025)