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2020 – today
- 2024
[j3]Francesco Romor, Marco Tezzele, Gianluigi Rozza
:
A Local Approach to Parameter Space Reduction for Regression and Classification Tasks. J. Sci. Comput. 99(3): 83 (2024)- 2023
- [j2]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): 74 (2023) - [i9]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 abs/2308.03378 (2023) - [i8]Francesco Romor, Giovanni Stabile, Gianluigi Rozza:
Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations. CoRR abs/2308.03396 (2023) - [i7]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 abs/2308.03662 (2023) - 2022
- [i6]Francesco Romor, Giovanni Stabile, Gianluigi Rozza:
Non-linear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method. CoRR abs/2203.00360 (2022) - 2021
- [j1]Francesco Romor, Marco Tezzele, Gianluigi Rozza:
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis. Softw. Impacts 10: 100133 (2021) - [i5]Francesco Romor, Marco Tezzele, Gianluigi Rozza:
ATHENA: Advanced Techniques for High Dimensional Parameter Spaces to Enhance Numerical Analysis. CoRR abs/2105.06713 (2021) - [i4]Francesco Romor, Marco Tezzele, Gianluigi Rozza:
A local approach to parameter space reduction for regression and classification tasks. CoRR abs/2107.10867 (2021) - [i3]Francesco Romor, Marco Tezzele, Markus Mrosek, Carsten Othmer, Gianluigi Rozza:
Multi-fidelity data fusion through parameter space reduction with applications to automotive engineering. CoRR abs/2110.14396 (2021) - 2020
- [i2]Francesco Romor, Marco Tezzele, Andrea Lario, Gianluigi Rozza:
Kernel-based Active Subspaces with application to CFD parametric problems using Discontinuous Galerkin method. CoRR abs/2008.12083 (2020) - [i1]Francesco Romor, Marco Tezzele, Gianluigi Rozza:
Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces. CoRR abs/2010.08349 (2020)
Coauthor Index
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