Sfoglia per Autore
A simple problem for simulating demographic noise in biological differential equation models: a discrepancy effect
2024 Macrelli, Roberto; Carletti, Margherita; Stabile, Giovanni
Pressure data-driven variational multiscale reduced order models
2023 Ivagnes, Anna; Stabile, Giovanni; Mola, Andrea; Iliescu, Traian; Rozza, Gianluigi
Non-linear Manifold Reduced-Order Models with Convolutional Autoencoders and Reduced Over-Collocation Method
2023 Romor, Francesco; Stabile, Giovanni; Rozza, Gianluigi
A continuous convolutional trainable filter for modelling unstructured data
2023 Coscia, Dario; Meneghetti, Laura; Demo, Nicola; Stabile, Giovanni; Rozza, Gianluigi
Hybrid data-driven closure strategies for reduced order modeling
2023 Ivagnes, Anna; Stabile, Giovanni; Mola, Andrea; Iliescu, Traian; Rozza, Gianluigi
Advanced Reduced Order Methods and Applications in Computational Fluid Dynamics
2022 Rozza, Gianluigi; Stabile, Giovanni; Ballarin, Francesco
The Neural Network shifted-proper orthogonal decomposition: A machine learning approach for non-linear reduction of hyperbolic equations
2022 Papapicco, Davide; Demo, Nicola; Girfoglio, Michele; Stabile, Giovanni; Rozza, Gianluigi
Novel methodologies for solving the inverse unsteady heat transfer problem of estimating the boundary heat flux in continuous casting molds
2022 Morelli, Umberto Emil; Barral, Patricia; Quintela, Peregrina; Rozza, Gianluigi; Stabile, Giovanni
Embedded domain Reduced Basis Models for the shallow water hyperbolic equations with the Shifted Boundary Method
2022 Zeng, Xianyi; Stabile, Giovanni; Karatzas, Efthymios N.; Scovazzi, Guglielmo; Rozza, Gianluigi
A numerical approach for heat flux estimation in thin slabs continuous casting molds using data assimilation
2021 Morelli, Umberto Emil; Barral, Patricia; Quintela, Peregrina; Rozza, Gianluigi; Stabile, Giovanni
A POD-Galerkin reduced order model of a turbulent convective buoyant flow of sodium over a backward-facing step
2021 Star, S.; Stabile, G.; Rozza, G.; Degroote, J.
A novel iterative penalty method to enforce boundary conditions in Finite Volume POD-Galerkin reduced order models for fluid dynamics problems
2021 Star, K.; Stabile, G.; Belloni, F.; Rozza, G.; Degroote, J.
Hybrid Neural Network Reduced Order Modelling for Turbulent Flows with Geometric Parameters
2021 Zancanaro, Matteo; Mrosek, Markus; Stabile, Giovanni; Othmer, Carsten; Rozza, Gianluigi
Reduced order models for the incompressible Navier‐Stokes equations on collocated grids using a ‘discretize‐then‐project’ approach
2021 Star, Sabrina Kelbij; Sanderse, Benjamin; Stabile, Giovanni; Rozza, Gianluigi; Degroote, Joris
On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis
2021 Gadalla, M.; Cianferra, M.; Tezzele, M.; Stabile, G.; Mola, A.; Rozza, G.
POD–Galerkin reduced order methods for combined Navier–Stokes transport equations based on a hybrid FV-FE solver
2020 Busto, S.; Stabile, G.; Rozza, G.; Vazquez-Cendon, M. E.
Enhancing CFD predictions in shape design problems by model and parameter space reduction
2020 Tezzele, M.; Demo, N.; Stabile, G.; Mola, A.; Rozza, G.
Non-intrusive polynomial chaos method applied to full-order and reduced problems in computational fluid dynamics: A comparison and perspectives
2020 Hijazi, S.; Stabile, G.; Mola, A.; Rozza, G.
A Reduced Order Approach for the Embedded Shifted Boundary FEM and a Heat Exchange System on Parametrized Geometries
2020 Karatzas, E. N.; Stabile, G.; Atallah, N.; Scovazzi, G.; Rozza, G.
Basic ideas and tools for projection-based model reduction of parametric partial differential equations
2020 Rozza, G.; Hess, M.; Stabile, G.; Tezzele, M.; Ballarin, F.
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