Sfoglia per Autore
Non-intrusive polynomial chaos method applied to full-order and reduced problems in computational fluid dynamics: A comparison and perspectives
2020-01-01 Hijazi, S.; Stabile, G.; Mola, A.; Rozza, G.
Bayesian identification of a projection-based reduced order model for computational fluid dynamics
2020-01-01 Stabile, G.; Rosic, B.
A reduced-order shifted boundary method for parametrized incompressible Navier–Stokes equations
2020-01-01 Karatzas, Efthymios N.; Stabile, Giovanni; Nouveau, Leo; Scovazzi, Guglielmo; Rozza, Gianluigi
Basic ideas and tools for projection-based model reduction of parametric partial differential equations
2020-01-01 Rozza, G.; Hess, M.; Stabile, G.; Tezzele, M.; Ballarin, F.
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.
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.
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
On the comparison of LES data-driven reduced order approaches for hydroacoustic analysis
2021-01-01 Gadalla, M.; Cianferra, M.; Tezzele, M.; Stabile, G.; Mola, A.; Rozza, G.
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
A numerical approach for heat flux estimation in thin slabs continuous casting molds using data assimilation
2021-01-01 Morelli, Umberto Emil; Barral, Patricia; Quintela, Peregrina; Rozza, Gianluigi; Stabile, Giovanni
Chapter 20: A Deep Learning Approach to Improving Reduced Order Models
2022-01-01 Meneghetti, Laura; Shah, Nirav; Girfoglio, Michele; Demo, Nicola; Tezzele, Marco; Lario, Andrea; Stabile, Giovanni; Rozza, Gianluigi
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
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
Pressure data-driven variational multiscale reduced order models
2023-01-01 Ivagnes, A.; Stabile, G.; Mola, A.; Iliescu, T.; Rozza, G.
Hybrid data-driven closure strategies for reduced order modeling
2023-01-01 Ivagnes, A.; Stabile, G.; Mola, A.; Iliescu, T.; Rozza, G.
A physics-based reduced order model for urban air pollution prediction
2023-01-01 Khamlich, M.; Stabile, G.; Rozza, G.; Környei, L.; Horváth, Z.
A continuous convolutional trainable filter for modelling unstructured data
2023-01-01 Coscia, D; Meneghetti, L; Demo, N; Stabile, G; Rozza, G
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