Giovanni Stabile

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 49

Top Topics

Reduced Order Model

Partial Differential Equations

Top Venues

J. Comput. Phys.

Comput. Math. Appl.

Adv. Model. Simul. Eng. Sci.

Publications

Sajad Salavatidezfouli, Saeid Rakhsha, Armin Sheidani, Giovanni Stabile, Gianluigi Rozza
A Predictive Surrogate Model for Heat Transfer of an Impinging Jet on a Concave Surface. CoRR (2024)
Valentin Nkana Ngan, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
A hybrid reduced-order model for segregated fluid-structure interaction solvers in an ALE approach at high Reynolds number. CoRR (2024)
Francesco Piccialli, Gianluigi Rozza, Giovanni Stabile
Preface. Comput. Math. Appl. 155 (2024)
J. R. Bravo, Giovanni Stabile, Markus Hess, J. A. Hernandez, R. Rossi, Gianluigi Rozza
Geometrically parametrised reduced order models for studying the hysteresis of the Coanda effect in finite element-based incompressible fluid dynamics. J. Comput. Phys. 509 (2024)
Kabir Bakhshaei, Umberto Emil Morelli, Giovanni Stabile, Gianluigi Rozza
Optimized Bayesian Framework for Inverse Heat Transfer Problems Using Reduced Order Methods. CoRR (2024)
Anna Ivagnes, Giovanni Stabile, Gianluigi Rozza
Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms. CoRR (2024)
Harshith Gowrachari, Nicola Demo, Giovanni Stabile, Gianluigi Rozza
Non-intrusive model reduction of advection-dominated hyperbolic problems using neural network shift augmented manifold transformations. CoRR (2024)
Davide Roznowicz, Giovanni Stabile, Nicola Demo, Davide Fransos, Gianluigi Rozza
Large-scale graph-machine-learning surrogate models for 3D-flowfield prediction in external aerodynamics. Adv. Model. Simul. Eng. Sci. 11 (1) (2024)
Sajad Salavatidezfouli, Giovanni Stabile, Gianluigi Rozza
Deep Reinforcement Learning for the Heat Transfer Control of Pulsating Impinging Jets. CoRR (2023)
Rahul Halder, Giovanni Stabile, Gianluigi Rozza
Physics Informed Neural Network Framework for Unsteady Discretized Reduced Order System. CoRR (2023)
Guglielmo Padula, Francesco Romor, Giovanni Stabile, Gianluigi Rozza
Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions. CoRR (2023)
Francesco Romor, Giovanni Stabile, Gianluigi Rozza
Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations. CoRR (2023)
Moaad Khamlich, Giovanni Stabile, Gianluigi Rozza, László Környei, Zoltán Horváth
A physics-based reduced order model for urban air pollution prediction. CoRR (2023)
Isabella Carla Gonnella, Martin W. Hess, Giovanni Stabile, Gianluigi Rozza
A two stages Deep Learning Architecture for Model Reduction of Parametric Time-Dependent Problems. CoRR (2023)
Isabella Carla Gonnella, Martin W. Hess, Giovanni Stabile, Gianluigi Rozza
A two-stage deep learning architecture for model reduction of parametric time-dependent problems. Comput. Math. Appl. 149 (2023)
Valentin Nkana Ngan, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
A reduced-order model for segregated fluid-structure interaction solvers based on an ALE approach. CoRR (2023)
Sajad Salavatidezfouli, Arash Hajisharifi, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza
Applicable Methodologies for the Mass Transfer Phenomenon in Tumble Dryers: A Review. CoRR (2023)
Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
Pressure data-driven variational multiscale reduced order models. J. Comput. Phys. 476 (2023)
Efthymios N. Karatzas, Giovanni Stabile, Francesco Ballarin, Gianluigi Rozza
Reduced Basis, Embedded Methods and Parametrized Levelset Geometry. CoRR (2023)
Francesco Romor, Giovanni Stabile, Gianluigi Rozza
Non-linear Manifold Reduced-Order Models with Convolutional Autoencoders and Reduced Over-Collocation Method. J. Sci. Comput. 94 (3) (2023)
Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
Hybrid data-driven closure strategies for reduced order modeling. Appl. Math. Comput. 448 (2023)
Sajad Salavatidezfouli, Armin Sheidani, Kabir Bakhshaei, Ali Safari, Arash Hajisharifi, Giovanni Stabile, Gianluigi Rozza
Modal Analysis of the Wake Shed Behind a Horizontal Axis Wind Turbine with Flexible Blades. CoRR (2023)
Tobias Long, Robert Barnett, Richard Jefferson-Loveday, Giovanni Stabile, Matteo Icardi
A novel reduced-order model for advection-dominated problems based on Radon-Cumulative-Distribution Transform. CoRR (2023)
Matteo Zancanaro, Giovanni Stabile, Gianluigi Rozza
A segregated reduced order model of a pressure-based solver for turbulent compressible flows. CoRR (2022)
Umberto Emil Morelli, Patricia Barral, Peregrina Quintela, Gianluigi Rozza, Giovanni Stabile
Novel Methodologies for Solving the Inverse Unsteady Heat Transfer Problem of Estimating the Boundary Heat Flux in Continuous Casting Molds. CoRR (2022)
Dario Coscia, Laura Meneghetti, Nicola Demo, Giovanni Stabile, Gianluigi Rozza
A Continuous Convolutional Trainable Filter for Modelling Unstructured Data. CoRR (2022)
Martina Cracco, Giovanni Stabile, Andrea Lario, Martin Larcher, Folco Casadei, Georgios Valsamos, Gianluigi Rozza
Deep learning-based reduced-order methods for fast transient dynamics. CoRR (2022)
Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
Hybrid Data-Driven Closure Strategies for Reduced Order Modeling. CoRR (2022)
Francesco Romor, Giovanni Stabile, Gianluigi Rozza
Non-linear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method. CoRR (2022)
Xianyi Zeng, Giovanni Stabile, Efthymios N. Karatzas, Guglielmo Scovazzi, Gianluigi Rozza
Embedded domain Reduced Basis Models for the shallow water hyperbolic equations with the Shifted Boundary Method. CoRR (2022)
Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza
Pressure Data-Driven Variational Multiscale Reduced Order Models. CoRR (2022)
Armin Sheidani, Sajad Salavatidezfouli, Giovanni Stabile, Gianluigi Rozza
Assessment of URANS and LES Methods in Predicting Wake Shed Behind a Vertical Axis Wind Turbine. CoRR (2022)
Matteo Zancanaro, Markus Mrosek, Giovanni Stabile, Carsten Othmer, Gianluigi Rozza
Hybrid neural network reduced order modelling for turbulent flows with geometric parameters. CoRR (2021)
Davide Papapicco, Nicola Demo, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza
The Neural Network shifted-Proper Orthogonal Decomposition: a Machine Learning Approach for Non-linear Reduction of Hyperbolic Equations. CoRR (2021)
Umberto Emil Morelli, Patricia Barral, Peregrina Quintela, Gianluigi Rozza, Giovanni Stabile
A numerical approach for heat flux estimation in thin slabs continuous casting molds using data assimilation. CoRR (2021)
Michele Girfoglio, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
An efficient FV-based Virtual Boundary Method for the simulation of fluid-solid interaction. CoRR (2021)
Saddam Hijazi, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
Data-driven POD-Galerkin reduced order model for turbulent flows. J. Comput. Phys. 416 (2020)
Marco Tezzele, Nicola Demo, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
Enhancing CFD predictions in shape design problems by model and parameter space reduction. Adv. Model. Simul. Eng. Sci. 7 (1) (2020)
Mahmoud Gadalla, Marta Cianferra, Marco Tezzele, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis. CoRR (2020)
Marco Tezzele, Nicola Demo, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
Enhancing CFD predictions in shape design problems by model and parameter space reduction. CoRR (2020)
Saray Busto, Giovanni Stabile, Gianluigi Rozza, M. Elena Vázquez-Cendón
POD-Galerkin reduced order methods for combined Navier-Stokes transport equations based on a hybrid FV-FE solver. Comput. Math. Appl. 79 (2) (2020)
Sokratia Georgaka, Giovanni Stabile, Kelbij Star, Gianluigi Rozza, Michael J. Bluck
A Hybrid Reduced Order Method for Modelling Turbulent Heat Transfer Problems. CoRR (2019)
S. Kelbij Star, Giovanni Stabile, Francesco Belloni, Gianluigi Rozza, Joris Degroote
Extension and comparison of techniques to enforce boundary conditions in Finite Volume POD-Galerkin reduced order models for fluid dynamic problems. CoRR (2019)
Efthymios N. Karatzas, Giovanni Stabile, Léo Nouveau, Guglielmo Scovazzi, Gianluigi Rozza
A Reduced-Order Shifted Boundary Method for Parametrized incompressible Navier-Stokes equations. CoRR (2019)
Giovanni Stabile, Francesco Ballarin, Giacomo Zuccarino, Gianluigi Rozza
A reduced order variational multiscale approach for turbulent flows. Adv. Comput. Math. 45 (5) (2019)
Saddam Hijazi, Giovanni Stabile, Andrea Mola, Gianluigi Rozza
Data-Driven POD-Galerkin Reduced Order Model for Turbulent Flows. CoRR (2019)
Giovanni Stabile, Bojana Rosic
Bayesian identification of a projection-based Reduced Order Model for Computational Fluid Dynamics Computers and Fluids. CoRR (2019)
Gianluigi Rozza, Martin W. Hess, Giovanni Stabile, Marco Tezzele, Francesco Ballarin
Basic Ideas and Tools for Projection-Based Model Reduction of Parametric Partial Differential Equations. CoRR (2019)
Giovanni Stabile, Hermann G. Matthies, Claudio Borri
A novel reduced order model for vortex induced vibrations of long flexible cylinders. CoRR (2018)