Pressure data-driven variational multiscale reduced order models
2023-01-01 Ivagnes, Anna; Stabile, Giovanni; Mola, Andrea; Iliescu, Traian; Rozza, Gianluigi
Novel methodologies for solving the inverse unsteady heat transfer problem of estimating the boundary heat flux in continuous casting molds
2022-01-01 Morelli, Umberto Emil; Barral, Patricia; Quintela, Peregrina; Rozza, Gianluigi; Stabile, Giovanni
Efficient geometrical parametrization for finite-volume-based reduced order methods
2020-01-01 Stabile, G.; Zancanaro, M.; Rozza, G.
Data-driven POD-Galerkin reduced order model for turbulent flows
2020-01-01 Hijazi, S.; Stabile, G.; Mola, A.; Rozza, G.
Embedded domain Reduced Basis Models for the shallow water hyperbolic equations with the Shifted Boundary Method
2022-01-01 Zeng, Xianyi; Stabile, Giovanni; Karatzas, Efthymios N.; Scovazzi, Guglielmo; Rozza, Gianluigi
Bayesian identification of a projection-based reduced order model for computational fluid dynamics
2020-01-01 Stabile, G.; Rosic, B.
A hybrid reduced order method for modelling turbulent heat transfer problems
2020-01-01 Georgaka, S.; Stabile, G.; Star, K.; Rozza, G.; Bluck, M. J.
A reduced basis approach for PDEs on parametrized geometries based on the shifted boundary finite element method and application to a Stokes flow
2019-01-01 Karatzas, Efthymios N.; Stabile, Giovanni; Nouveau, Leo; Scovazzi, Guglielmo; Rozza, Gianluigi
POD-Galerkin reduced order methods for CFD using Finite Volume Discretisation: vortex shedding around a circular cylinder
2017-01-01 Stabile, Giovanni; Hijazi, Saddam; Mola, Andrea; Lorenzi, Stefano; Rozza, Gianluigi
A continuous convolutional trainable filter for modelling unstructured data
2023-01-01 Coscia, Dario; Meneghetti, Laura; Demo, Nicola; Stabile, Giovanni; Rozza, Gianluigi
Reduced order models for the incompressible Navier‐Stokes equations on collocated grids using a ‘discretize‐then‐project’ approach
2021-01-01 Star, Sabrina Kelbij; Sanderse, Benjamin; Stabile, Giovanni; Rozza, Gianluigi; Degroote, Joris
A POD-Galerkin reduced order model of a turbulent convective buoyant flow of sodium over a backward-facing step
2021-01-01 Star, S.; Stabile, G.; Rozza, G.; Degroote, J.
The Neural Network shifted-proper orthogonal decomposition: A machine learning approach for non-linear reduction of hyperbolic equations
2022-01-01 Papapicco, Davide; Demo, Nicola; Girfoglio, Michele; Stabile, Giovanni; Rozza, Gianluigi
A novel reduced order model for vortex induced vibrations of long flexible cylinders
2018-01-01 Stabile, Giovanni; Matthies, Hermann G.; Borri, Claudio
Hybrid Neural Network Reduced Order Modelling for Turbulent Flows with Geometric Parameters
2021-01-01 Zancanaro, Matteo; Mrosek, Markus; Stabile, Giovanni; Othmer, Carsten; Rozza, Gianluigi
Hybrid data-driven closure strategies for reduced order modeling
2023-01-01 Ivagnes, Anna; Stabile, Giovanni; Mola, Andrea; Iliescu, Traian; Rozza, Gianluigi
A reduced order variational multiscale approach for turbulent flows
2019-01-01 Stabile, G.; Ballarin, F.; Zuccarino, G.; Rozza, G.
Finite volume POD-Galerkin stabilised reduced order methods for the parametrised incompressible Navier–Stokes equations
2018-01-01 Stabile, Giovanni; Rozza, Gianluigi
Non-linear Manifold Reduced-Order Models with Convolutional Autoencoders and Reduced Over-Collocation Method
2023-01-01 Romor, Francesco; Stabile, Giovanni; Rozza, Gianluigi
A novel iterative penalty method to enforce boundary conditions in Finite Volume POD-Galerkin reduced order models for fluid dynamics problems
2021-01-01 Star, K.; Stabile, G.; Belloni, F.; Rozza, G.; Degroote, J.
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