TEZZELE, MARCO
TEZZELE, MARCO
Scuola Internazionale Superiore di Studi Avanzati
A complete data-driven framework for the efficient solution of parametric shape design and optimisation in naval engineering problems
2019-01-01 Demo, Nicola; Tezzele, Marco; Mola, Andrea; Rozza, Gianluigi
A multifidelity approach coupling parameter space reduction and nonintrusive POD with application to structural optimization of passenger ship hulls
2023-01-01 Tezzele, Marco; Fabris, Lorenzo; Sidari, Matteo; Sicchiero, Mauro; Rozza, Gianluigi
A non-intrusive approach for the reconstruction of POD modal coefficients through active subspaces
2019-01-01 Demo, Nicola; Tezzele, Marco; Rozza, Gianluigi
A supervised learning approach involving active subspaces for an efficient genetic algorithm in high-dimensional optimization problems
2021-01-01 Demo, N.; Tezzele, M.; Rozza, G.
Advances in geometrical parametrization and reduced order models and methods for computational fluid dynamics problems in applied sciences and engineering: overview and perspectives
2016-01-01 Salmoiraghi, Filippo; Ballarin, Francesco; Corsi, Giovanni; Mola, Andrea; Tezzele, Marco; Rozza, Gianluigi
Advances in reduced order methods for parametric industrial problems in computational fluid dynamics
2018-01-01 Rozza, Gianluigi; Malik, Haris; Demo, Nicola; Tezzele, Marco; Girfoglio, Michele; Stabile, Giovanni; Mola, Andrea
An efficient shape parametrisation by free-form deformation enhanced by active subspace for hull hydrodynamic ship design problems in open source environment
2018-01-01 Demo, Nicola; Tezzele, Marco; Mola, Andrea; Rozza, Gianluigi
An integrated data-driven computational pipeline with model order reduction for industrial and applied mathematics
2022-01-01 Tezzele, Marco; Demo, Nicola; Mola, Andrea; Rozza, Gianluigi
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis
2021-01-01 Romor, F.; Tezzele, M.; Rozza, G.
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.
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
Combined parameter and model reduction of cardiovascular problems by means of active subspaces and POD-Galerkin methods
2018-01-01 Tezzele, Marco; Ballarin, Francesco; Rozza, Gianluigi
Data-driven parameter and model order reduction for industrial optimisation problems with applications in naval engineering
2021-09-24 Tezzele, Marco
Dimension reduction in heterogeneous parametric spaces with application to naval engineering shape design problems
2018-01-01 Tezzele, Marco; Salmoiraghi, Filippo; Mola, Andrea; Rozza, Gianluigi
Efficient reduction in shape parameter space dimension for ship propeller blade design
2019-01-01 Mola, Andrea; Tezzele, Marco; Gadalla, Mahmoud; Valdenazzi, Federica; Grassi, Davide; Padovan, Roberta; Rozza, Gianluigi
Enhancing CFD predictions in shape design problems by model and parameter space reduction
2020-01-01 Tezzele, M.; Demo, N.; Stabile, G.; Mola, A.; Rozza, G.
Hull Shape Design Optimization with Parameter Space and Model Reductions, and Self-Learning Mesh Morphing
2021-01-01 Demo, Nicola; Tezzele, Marco; Mola, Andrea; Rozza, Gianluigi
Isogeometric analysis in HPC: object oriented design and open source massively parallel implementation
2015-12-18 Tezzele, Marco
Kernel-based active subspaces with application to computational fluid dynamics parametric problems using the discontinuous Galerkin method
2022-01-01 Romor, F; Tezzele, M; Lario, A; Rozza, G
Model order reduction by means of active subspaces and dynamic mode decomposition for parametric hull shape design hydrodynamics
2018-01-01 Tezzele, Marco; Demo, Nicola; Gadalla, Mahmoud Gamal Ali Salem; Mola, Andrea; Rozza, Gianluigi