F. Romor

Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions

G. Rozza, G. Stabile, Guglielmo Padula, 2023, Computer Methods in Applied Mechanics and Engineering.

Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations

G. Rozza, G. Stabile, Francesco Romor, 2023, ArXiv.

Multi‐fidelity data fusion through parameter space reduction with applications to automotive engineering

G. Rozza, C. Othmer, Markus Mrosek, 2021, International Journal for Numerical Methods in Engineering.

A local approach to parameter space reduction for regression and classification tasks

G. Rozza, Marco Tezzele, Francesco Romor, 2021, J. Sci. Comput..

Multi‐fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces pdf

Gianluigi Rozza, Marco Tezzele, Francesco Romor, 2020, PAMM.

Kernel‐based active subspaces with application to computational fluid dynamics parametric problems using the discontinuous Galerkin method

G. Rozza, Andrea Lario, M. Tezzele, 2020, International journal for numerical methods in engineering.

Kernel-based Active Subspaces with application to CFD parametric problems using Discontinuous Galerkin method

G. Rozza, Andrea Lario, Francesco Romor, 2020, ArXiv.