Sfoglia per Autore
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.
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis
2021-01-01 Romor, F.; Tezzele, M.; Rozza, G.
Data-driven parameter and model order reduction for industrial optimisation problems with applications in naval engineering
2021-09-24 Tezzele, Marco
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
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
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
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 Local Approach to Parameter Space Reduction for Regression and Classification Tasks
2024-01-01 Romor, Francesco; Tezzele, Marco; Rozza, Gianluigi
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