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Francesco Romor
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 11
Top Topics
Generative Model
Space Reduction
Parameter Space
Data Fusion
Top Venues
CoRR
Softw. Impacts
J. Sci. Comput.
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Publications
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Guglielmo Padula
,
Francesco Romor
,
Giovanni Stabile
,
Gianluigi Rozza
Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions.
CoRR
(2023)
Francesco Romor
,
Davide Torlo
,
Gianluigi Rozza
Friedrichs' systems discretized with the Discontinuous Galerkin method: domain decomposable model order reduction and Graph Neural Networks approximating vanishing viscosity solutions.
CoRR
(2023)
Francesco Romor
,
Giovanni Stabile
,
Gianluigi Rozza
Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations.
CoRR
(2023)
Francesco Romor
,
Giovanni Stabile
,
Gianluigi Rozza
Non-linear Manifold Reduced-Order Models with Convolutional Autoencoders and Reduced Over-Collocation Method.
J. Sci. Comput.
94 (3) (2023)
Francesco Romor
,
Giovanni Stabile
,
Gianluigi Rozza
Non-linear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method.
CoRR
(2022)
Francesco Romor
,
Marco Tezzele
,
Markus Mrosek
,
Carsten Othmer
,
Gianluigi Rozza
Multi-fidelity data fusion through parameter space reduction with applications to automotive engineering.
CoRR
(2021)
Francesco Romor
,
Marco Tezzele
,
Gianluigi Rozza
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis.
Softw. Impacts
10 (2021)
Francesco Romor
,
Marco Tezzele
,
Gianluigi Rozza
ATHENA: Advanced Techniques for High Dimensional Parameter Spaces to Enhance Numerical Analysis.
CoRR
(2021)
Francesco Romor
,
Marco Tezzele
,
Gianluigi Rozza
A local approach to parameter space reduction for regression and classification tasks.
CoRR
(2021)
Francesco Romor
,
Marco Tezzele
,
Gianluigi Rozza
Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces.
CoRR
(2020)
Francesco Romor
,
Marco Tezzele
,
Andrea Lario
,
Gianluigi Rozza
Kernel-based Active Subspaces with application to CFD parametric problems using Discontinuous Galerkin method.
CoRR
(2020)