Francesco Romor
机构: postdoc, Weierstrass Institute, Berlin, Germany
每年引用次数
引用次数
引用: 124
H-指数: 6
I10-指数 : 4
出版物: 12
Non-linear manifold reduced-order models with convolutional autoencoders and reduced over-collocation method
Francesco Romor , Giovanni Stabile , Gianluigi Rozza
Journal of Scientific Computing 94 ( 3) 74 -74
25
2023
Kernel‐based active subspaces with application to computational fluid dynamics parametric problems using the discontinuous Galerkin method
Francesco Romor , Marco Tezzele , Andrea Lario , Gianluigi Rozza
International Journal for Numerical Methods in Engineering 123 ( 23) 6000 -6027
16
2022
ATHENA: advanced techniques for high dimensional parameter spaces to enhance numerical analysis
Francesco Romor , Marco Tezzele , Gianluigi Rozza
Software Impacts 10 100133 -100133
16
2021
Multi‐fidelity data fusion through parameter space reduction with applications to automotive engineering
Francesco Romor , Marco Tezzele , Markus Mrosek , Carsten Othmer
International Journal for Numerical Methods in Engineering 124 ( 23) 5293 -5311
15
2023
A local approach to parameter space reduction for regression and classification tasks
Francesco Romor , Marco Tezzele , Gianluigi Rozza
arXiv preprint arXiv:2107.10867
7
2021
Friedrichs' systems discretized with the Discontinuous Galerkin method: domain decomposable model order reduction and Graph Neural Networks approximating vanishing viscosity solutions
Francesco Romor , Davide Torlo , Gianluigi Rozza
arXiv preprint arXiv:2308.03378
5
2023
Chapter 16: Reduction in Parameter Space
Marco Tezzele , Francesco Romor , Gianluigi Rozza
Society for Industrial and Applied Mathematics 325 -343
3
2022
Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions
Guglielmo Padula , Francesco Romor , Giovanni Stabile , Gianluigi Rozza
Computer Methods in Applied Mechanics and Engineering 423 116823 -116823
2
2024
Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations
Francesco Romor , Giovanni Stabile , Gianluigi Rozza
arXiv preprint arXiv:2308.03396
1
2023
Chapter 11: Discontinuous Galerkin-Based Reduced Order Models
Andrea Lario , Francesco Romor , Gianluigi Rozza
Society for Industrial and Applied Mathematics 233 -247
2022
Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces
Francesco Romor , Marco Tezzele , Gianluigi Rozza
Proceedings in Applied Mathematics & Mechanics
8
2020
Nonlinear Parameter Space and Model Order Reductions enhanced by scientific machine learning
Francesco Romor
SISSA
2023