Francesco Romor

According to our database1, Francesco Romor authored at least 10 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
A Local Approach to Parameter Space Reduction for Regression and Classification Tasks.
J. Sci. Comput., June, 2024

2023
Non-linear Manifold Reduced-Order Models with Convolutional Autoencoders and Reduced Over-Collocation Method.
J. Sci. Comput., February, 2023

Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions.
CoRR, 2023

Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations.
CoRR, 2023

Friedrichs' systems discretized with the Discontinuous Galerkin method: domain decomposable model order reduction and Graph Neural Networks approximating vanishing viscosity solutions.
CoRR, 2023

2022
Non-linear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method.
CoRR, 2022

2021
ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis.
Softw. Impacts, 2021

Multi-fidelity data fusion through parameter space reduction with applications to automotive engineering.
CoRR, 2021

2020
Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces.
CoRR, 2020

Kernel-based Active Subspaces with application to CFD parametric problems using Discontinuous Galerkin method.
CoRR, 2020


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