ROMOR, FRANCESCO
ROMOR, FRANCESCO
Scuola Internazionale Superiore di Studi Avanzati
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A Local Approach to Parameter Space Reduction for Regression and Classification Tasks
2024-01-01 Romor, Francesco; Tezzele, Marco; Rozza, Gianluigi
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis
2021-01-01 Romor, F.; Tezzele, M.; Rozza, G.
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
Multi‐fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces
2021-01-01 Romor, Francesco; Tezzele, Marco; Rozza, Gianluigi
Multi‐fidelity data fusion through parameter space reduction with applications to automotive engineering
2023-01-01 Romor, Francesco; Tezzele, Marco; Mrosek, Markus; Othmer, Carsten; 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
Nonlinear Parameter Space and Model Order Reductions enhanced by scientific machine learning
2023-09-29 Romor, Francesco