A novel reduced order model for vortex induced vibrations of long flexible cylinders. - Giovanni Stabile; Hermann G. Matthies; Claudio Borri (CoRR, 2018)

A reduced order variational multiscale approach for turbulent flows. - Giovanni Stabile; Francesco Ballarin; Giacomo Zuccarino; Gianluigi Rozza (Adv. Comput. Math., 2019)

A Hybrid Reduced Order Method for Modelling Turbulent Heat Transfer Problems. - Sokratia Georgaka; Giovanni Stabile; Kelbij Star; Gianluigi Rozza; Michael J. Bluck (CoRR, 2019)

A Reduced-Order Shifted Boundary Method for Parametrized incompressible Navier-Stokes equations. - Efthymios N. Karatzas; Giovanni Stabile; Léo Nouveau; Guglielmo Scovazzi; Gianluigi Rozza (CoRR, 2019)

Bayesian identification of a projection-based Reduced Order Model for Computational Fluid Dynamics Computers and Fluids. - Giovanni Stabile; Bojana Rosic (CoRR, 2019)

Basic Ideas and Tools for Projection-Based Model Reduction of Parametric Partial Differential Equations. - Gianluigi Rozza; Martin W. Hess; Giovanni Stabile; Marco Tezzele; Francesco Ballarin (CoRR, 2019)

Extension and comparison of techniques to enforce boundary conditions in Finite Volume POD-Galerkin reduced order models for fluid dynamic problems. - S. Kelbij Star; Giovanni Stabile; Francesco Belloni; Gianluigi Rozza; Joris Degroote (CoRR, 2019)

Enhancing CFD predictions in shape design problems by model and parameter space reduction. - Marco Tezzele; Nicola Demo; Giovanni Stabile; Andrea Mola; Gianluigi Rozza (Adv. Model. Simul. Eng. Sci., 2020)

POD-Galerkin reduced order methods for combined Navier-Stokes transport equations based on a hybrid FV-FE solver. - Saray Busto; Giovanni Stabile; Gianluigi Rozza; M. Elena Vázquez-Cendón (Comput. Math. Appl., 2020)

On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis. - Mahmoud Gadalla; Marta Cianferra; Marco Tezzele; Giovanni Stabile; Andrea Mola; Gianluigi Rozza (CoRR, 2020)

Data-driven POD-Galerkin reduced order model for turbulent flows. - Saddam Hijazi; Giovanni Stabile; Andrea Mola; Gianluigi Rozza (J. Comput. Phys., 2020)

A numerical approach for heat flux estimation in thin slabs continuous casting molds using data assimilation. - Umberto Emil Morelli; Patricia Barral; Peregrina Quintela; Gianluigi Rozza; Giovanni Stabile (CoRR, 2021)

Hybrid neural network reduced order modelling for turbulent flows with geometric parameters. - Matteo Zancanaro; Markus Mrosek; Giovanni Stabile; Carsten Othmer; 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)

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

Benchmarks inverse heat transfer problem: Boundary heat flux estimation in continuous casting mold. - Umberto Emil Morelli; Giovanni Stabile; Patricia Barral; Gianluigi Rozza; Peregrina Quintela (Zenodo, 2021)

Embedded domain Reduced Basis Models for the shallow water hyperbolic equations with the Shifted Boundary Method. - Xianyi Zeng; Giovanni Stabile; Efthymios N. Karatzas; Guglielmo Scovazzi; Gianluigi Rozza (CoRR, 2022)

Non-linear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method. - Francesco Romor; Giovanni Stabile; Gianluigi Rozza (CoRR, 2022)

A segregated reduced order model of a pressure-based solver for turbulent compressible flows. - Matteo Zancanaro; Giovanni Stabile; Gianluigi Rozza (CoRR, 2022)

Novel Methodologies for Solving the Inverse Unsteady Heat Transfer Problem of Estimating the Boundary Heat Flux in Continuous Casting Molds. - Umberto Emil Morelli; Patricia Barral; Peregrina Quintela; Gianluigi Rozza; Giovanni Stabile (CoRR, 2022)

A Continuous Convolutional Trainable Filter for Modelling Unstructured Data. - Dario Coscia; Laura Meneghetti; Nicola Demo; Giovanni Stabile; Gianluigi Rozza (CoRR, 2022)

Deep learning-based reduced-order methods for fast transient dynamics. - Martina Cracco; Giovanni Stabile; Andrea Lario; Martin Larcher; Folco Casadei; Georgios Valsamos; Gianluigi Rozza (CoRR, 2022)

Assessment of URANS and LES Methods in Predicting Wake Shed Behind a Vertical Axis Wind Turbine. - Armin Sheidani; Sajad Salavatidezfouli; Giovanni Stabile; Gianluigi Rozza (CoRR, 2022)

A two stages Deep Learning Architecture for Model Reduction of Parametric Time-Dependent Problems. - Isabella Carla Gonnella; Martin W. Hess; Giovanni Stabile; Gianluigi Rozza (CoRR, 2023)

Reduced Basis, Embedded Methods and Parametrized Levelset Geometry. - Efthymios N. Karatzas; Giovanni Stabile; Francesco Ballarin; Gianluigi Rozza (CoRR, 2023)

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

A novel reduced-order model for advection-dominated problems based on Radon-Cumulative-Distribution Transform. - Tobias Long; Robert Barnett; Richard Jefferson-Loveday; Giovanni Stabile; Matteo Icardi (CoRR, 2023)

A physics-based reduced order model for urban air pollution prediction. - Moaad Khamlich; Giovanni Stabile; Gianluigi Rozza; László Környei; Zoltán Horváth (CoRR, 2023)

A reduced-order model for segregated fluid-structure interaction solvers based on an ALE approach. - Valentin Nkana Ngan; Giovanni Stabile; Andrea Mola; Gianluigi Rozza (CoRR, 2023)

Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions. - Guglielmo Padula; Francesco Romor; Giovanni Stabile; Gianluigi Rozza (CoRR, 2023)

Deep Reinforcement Learning for the Heat Transfer Control of Pulsating Impinging Jets. - Sajad Salavatidezfouli; Giovanni Stabile; Gianluigi Rozza (CoRR, 2023)

Modal Analysis of the Wake Shed Behind a Horizontal Axis Wind Turbine with Flexible Blades. - Sajad Salavatidezfouli; Armin Sheidani; Kabir Bakhshaei; Ali Safari; Arash Hajisharifi; Giovanni Stabile; Gianluigi Rozza (CoRR, 2023)

Non-linear Manifold Reduced-Order Models with Convolutional Autoencoders and Reduced Over-Collocation Method. - Francesco Romor; Giovanni Stabile; Gianluigi Rozza (J. Sci. Comput., 2023)

Pressure data-driven variational multiscale reduced order models. - Anna Ivagnes; Giovanni Stabile; Andrea Mola; Traian Iliescu; Gianluigi Rozza (J. Comput. Phys., 2023)

Hybrid data-driven closure strategies for reduced order modeling. - Anna Ivagnes; Giovanni Stabile; Andrea Mola; Traian Iliescu; Gianluigi Rozza (Appl. Math. Comput., 2023)

A two-stage deep learning architecture for model reduction of parametric time-dependent problems. - Isabella Carla Gonnella; Martin W. Hess; Giovanni Stabile; Gianluigi Rozza (Comput. Math. Appl., 2023)

A Predictive Surrogate Model for Heat Transfer of an Impinging Jet on a Concave Surface. - Sajad Salavatidezfouli; Saeid Rakhsha; Armin Sheidani; Giovanni Stabile; Gianluigi Rozza (CoRR, 2024)

Optimized Bayesian Framework for Inverse Heat Transfer Problems Using Reduced Order Methods. - Kabir Bakhshaei; Umberto Emil Morelli; Giovanni Stabile; Gianluigi Rozza (CoRR, 2024)

Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms. - Anna Ivagnes; Giovanni Stabile; Gianluigi Rozza (CoRR, 2024)

Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformations. - Harshith Gowrachari; Nicola Demo; Giovanni Stabile; Gianluigi Rozza (CoRR, 2024)

Stochastic Parameter Prediction in Cardiovascular Problems. - Kabir Bakhshaei; Sajad Salavatidezfouli; Giovanni Stabile; Gianluigi Rozza (CoRR, 2024)

Geometrically parametrised reduced order models for studying the hysteresis of the Coanda effect in finite element-based incompressible fluid dynamics. - Jose Raul Bravo; Giovanni Stabile; Markus Hess; J. A. Hernandez; Riccardo Rossi; Gianluigi Rozza (J. Comput. Phys., 2024)

Preface. - Francesco Piccialli; Gianluigi Rozza; Giovanni Stabile (Comput. Math. Appl., 2024)

Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics. - Davide Roznowicz; Giovanni Stabile; Nicola Demo; Davide Fransos; Gianluigi Rozza (Adv. Model. Simul. Eng. Sci., 2024)

Physics informed neural network framework for unsteady discretized reduced order system. - Rahul Halder; Giovanni Stabile; Gianluigi Rozza (Comput. Math. Appl., 2025)

A hybrid reduced-order model for segregated fluid-structure interaction solvers in an ALE approach at high Reynolds number. - Valentin Nkana Ngan; Giovanni Stabile; Andrea Mola; Gianluigi Rozza (Comput. Math. Appl., 2025)

Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations. - Francesco Romor; Giovanni Stabile; Gianluigi Rozza (J. Comput. Phys., 2025)

Space-time mesh adaptation for the VMS-Smagorinsky modeling of high Reynolds number flows. - Erika Temellini; Nicola Ferro 002; Giovanni Stabile; Enrique Delgado Ávila; Tomás Chacón Rebollo; Simona Perotto (J. Comput. Phys., 2025)

Model Reduction for Transport-Dominated Problems via Cross-Correlation Based Snapshot Registration. - Harshith Gowrachari; Giovanni Stabile; Gianluigi Rozza (CoRR, 2025)

A reduced-order model for advection-dominated problems based on the Radon Cumulative Distribution Transform. - Tobias Long; Robert Barnett; Richard Jefferson-Loveday; Giovanni Stabile; Matteo Icardi (Adv. Comput. Math., 2025)

Data-driven Closure Strategies for Parametrized Reduced Order Models via Deep Operator Networks. - Anna Ivagnes; Giovanni Stabile; Gianluigi Rozza (CoRR, 2025)

Exact operator inference with minimal data. - Henrik K. E. Rosenberger; Benjamin Sanderse; Giovanni Stabile (CoRR, 2025)

A new data-driven energy-stable Evolve-Filter-Relax model for turbulent flow simulation. - Anna Ivagnes; Toby van Gastelen; Syver Døving Agdestein; Benjamin Sanderse; Giovanni Stabile; Gianluigi Rozza (CoRR, 2025)

Building an Accelerated OpenFOAM Proof-of-Concept Application using Modern C++. - Giulio Malenza; Giovanni Stabile; Filippo Spiga; Robert Birke; Marco Aldinucci (CoRR, 2025)

A segregated reduced-order model of a pressure-based solver for turbulent compressible flows. - Matteo Zancanaro; Valentin Nkana Ngan; Giovanni Stabile; Gianluigi Rozza (Adv. Model. Simul. Eng. Sci., 2025)