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Giovanni Stabile
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2020 – today
- 2024
- [j11]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): 6 (2024) - [j10]Francesco Piccialli, Gianluigi Rozza, Giovanni Stabile:
Preface. Comput. Math. Appl. 155: 14 (2024) - [j9]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: 113058 (2024) - [i38]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 abs/2402.10641 (2024) - [i37]Kabir Bakhshaei, Umberto Emil Morelli, Giovanni Stabile, Gianluigi Rozza:
Optimized Bayesian Framework for Inverse Heat Transfer Problems Using Reduced Order Methods. CoRR abs/2402.19381 (2024) - [i36]Anna Ivagnes, Giovanni Stabile, Gianluigi Rozza:
Parametric Intrusive Reduced Order Models enhanced with Machine Learning Correction Terms. CoRR abs/2406.04169 (2024) - [i35]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 abs/2406.12701 (2024) - [i34]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 abs/2407.18419 (2024) - 2023
- [j8]Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza:
Hybrid data-driven closure strategies for reduced order modeling. Appl. Math. Comput. 448: 127920 (2023) - [j7]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: 115-127 (2023) - [j6]Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza:
Pressure data-driven variational multiscale reduced order models. J. Comput. Phys. 476: 111904 (2023) - [j5]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): 74 (2023) - [i33]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 abs/2301.09926 (2023) - [i32]Efthymios N. Karatzas, Giovanni Stabile, Francesco Ballarin, Gianluigi Rozza:
Reduced Basis, Embedded Methods and Parametrized Levelset Geometry. CoRR abs/2301.12401 (2023) - [i31]Sajad Salavatidezfouli, Arash Hajisharifi, Michele Girfoglio, Giovanni Stabile, Gianluigi Rozza:
Applicable Methodologies for the Mass Transfer Phenomenon in Tumble Dryers: A Review. CoRR abs/2304.03533 (2023) - [i30]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 abs/2304.14883 (2023) - [i29]Moaad Khamlich, Giovanni Stabile, Gianluigi Rozza, László Környei, Zoltán Horváth:
A physics-based reduced order model for urban air pollution prediction. CoRR abs/2305.04575 (2023) - [i28]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 abs/2305.13613 (2023) - [i27]Francesco Romor, Giovanni Stabile, Gianluigi Rozza:
Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations. CoRR abs/2308.03396 (2023) - [i26]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 abs/2308.03662 (2023) - [i25]Sajad Salavatidezfouli, Giovanni Stabile, Gianluigi Rozza:
Deep Reinforcement Learning for the Heat Transfer Control of Pulsating Impinging Jets. CoRR abs/2309.13955 (2023) - [i24]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 abs/2311.08130 (2023) - [i23]Rahul Halder, Giovanni Stabile, Gianluigi Rozza:
Physics Informed Neural Network Framework for Unsteady Discretized Reduced Order System. CoRR abs/2311.14045 (2023) - 2022
- [i22]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 abs/2201.09546 (2022) - [i21]Francesco Romor, Giovanni Stabile, Gianluigi Rozza:
Non-linear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method. CoRR abs/2203.00360 (2022) - [i20]Matteo Zancanaro, Giovanni Stabile, Gianluigi Rozza:
A segregated reduced order model of a pressure-based solver for turbulent compressible flows. CoRR abs/2205.09396 (2022) - [i19]Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza:
Pressure Data-Driven Variational Multiscale Reduced Order Models. CoRR abs/2205.15118 (2022) - [i18]Anna Ivagnes, Giovanni Stabile, Andrea Mola, Traian Iliescu, Gianluigi Rozza:
Hybrid Data-Driven Closure Strategies for Reduced Order Modeling. CoRR abs/2207.10531 (2022) - [i17]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 abs/2210.02128 (2022) - [i16]Dario Coscia, Laura Meneghetti, Nicola Demo, Giovanni Stabile, Gianluigi Rozza:
A Continuous Convolutional Trainable Filter for Modelling Unstructured Data. CoRR abs/2210.13416 (2022) - [i15]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 abs/2212.07737 (2022) - [i14]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 abs/2212.13076 (2022) - 2021
- [d1]Umberto Emil Morelli, Giovanni Stabile, Patricia Barral, Gianluigi Rozza, Peregrina Quintela:
Benchmarks inverse heat transfer problem: Boundary heat flux estimation in continuous casting mold. Zenodo, 2021 - [i13]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 abs/2101.11985 (2021) - [i12]Matteo Zancanaro, Markus Mrosek, Giovanni Stabile, Carsten Othmer, Gianluigi Rozza:
Hybrid neural network reduced order modelling for turbulent flows with geometric parameters. CoRR abs/2107.09591 (2021) - [i11]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 abs/2108.06558 (2021) - [i10]Michele Girfoglio, Giovanni Stabile, Andrea Mola, Gianluigi Rozza:
An efficient FV-based Virtual Boundary Method for the simulation of fluid-solid interaction. CoRR abs/2110.11756 (2021) - 2020
- [j4]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): 40 (2020) - [j3]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): 256-273 (2020) - [j2]Saddam Hijazi, Giovanni Stabile, Andrea Mola, Gianluigi Rozza:
Data-driven POD-Galerkin reduced order model for turbulent flows. J. Comput. Phys. 416: 109513 (2020) - [i9]Marco Tezzele, Nicola Demo, Giovanni Stabile, Andrea Mola, Gianluigi Rozza:
Enhancing CFD predictions in shape design problems by model and parameter space reduction. CoRR abs/2001.05237 (2020) - [i8]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 abs/2006.14428 (2020)
2010 – 2019
- 2019
- [j1]Giovanni Stabile, Francesco Ballarin, Giacomo Zuccarino, Gianluigi Rozza:
A reduced order variational multiscale approach for turbulent flows. Adv. Comput. Math. 45(5): 2349-2368 (2019) - [i7]Sokratia Georgaka, Giovanni Stabile, Kelbij Star, Gianluigi Rozza, Michael J. Bluck:
A Hybrid Reduced Order Method for Modelling Turbulent Heat Transfer Problems. CoRR abs/1906.08725 (2019) - [i6]Saddam Hijazi, Giovanni Stabile, Andrea Mola, Gianluigi Rozza:
Data-Driven POD-Galerkin Reduced Order Model for Turbulent Flows. CoRR abs/1907.09909 (2019) - [i5]Efthymios N. Karatzas, Giovanni Stabile, Léo Nouveau, Guglielmo Scovazzi, Gianluigi Rozza:
A Reduced-Order Shifted Boundary Method for Parametrized incompressible Navier-Stokes equations. CoRR abs/1907.10549 (2019) - [i4]Giovanni Stabile, Bojana Rosic:
Bayesian identification of a projection-based Reduced Order Model for Computational Fluid Dynamics Computers and Fluids. CoRR abs/1910.11576 (2019) - [i3]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 abs/1911.08954 (2019) - [i2]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 abs/1912.00825 (2019) - 2018
- [i1]Giovanni Stabile, Hermann G. Matthies, Claudio Borri:
A novel reduced order model for vortex induced vibrations of long flexible cylinders. CoRR abs/1802.09241 (2018)
Coauthor Index
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last updated on 2024-10-07 21:25 CEST by the dblp team
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