Francesco Romor

18 papers Journal 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	LDDMM stochastic interpolants: an application to domain uncertainty quantification in hemodynamics. CoRR Sarah Katz, Francesco Romor, Jia-Jie Zhu, Alfonso Caiazzo
2025	J	`jnl`	Data assimilation performed with robust shape registration and graph neural networks: application to aortic coarctation. CoRR Francesco Romor, Felipe Galarce, Jan Brüning, Leonid Goubergrits, Alfonso Caiazzo
2025	J	`jnl`	Efficient Numerical Strategies for Entropy-Regularized Semi-Discrete Optimal Transport. CoRR Moaad Khamlich, Francesco Romor, Gianluigi Rozza
2025	J	`jnl`	Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations. J. Comput. Phys. Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2025	J	`jnl`	Friedrichs' systems discretized with the DGM: domain decomposable model order reduction and Graph Neural Networks approximating vanishing viscosity solutions. J. Comput. Phys. Francesco Romor, Davide Torlo, Gianluigi Rozza
2025	J	`jnl`	ROM for Viscous, Incompressible Flow in Polygons - exponential CoRR Francesco Romor, Federico Pichi, Giovanni Stabile, Gianluigi Rozza, Christoph Schwab
2024	J	`jnl`	A Local Approach to Parameter Space Reduction for Regression and Classification Tasks. J. Sci. Comput. Francesco Romor, Marco Tezzele, Gianluigi Rozza
2023	J	`jnl`	Explicable hyper-reduced order models on nonlinearly approximated solution manifolds of compressible and incompressible Navier-Stokes equations. CoRR Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Friedrichs' systems discretized with the Discontinuous Galerkin method: domain decomposable model order reduction and Graph Neural Networks approximating vanishing viscosity solutions. CoRR Francesco Romor, Davide Torlo, Gianluigi Rozza
2023	J	`jnl`	Generative Models for the Deformation of Industrial Shapes with Linear Geometric Constraints: model order and parameter space reductions. CoRR Guglielmo Padula, Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2023	J	`jnl`	Non-linear Manifold Reduced-Order Models with Convolutional Autoencoders and Reduced Over-Collocation Method. J. Sci. Comput. Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2022	J	`jnl`	Non-linear manifold ROM with Convolutional Autoencoders and Reduced Over-Collocation method. CoRR Francesco Romor, Giovanni Stabile, Gianluigi Rozza
2021	J	`jnl`	A local approach to parameter space reduction for regression and classification tasks. CoRR Francesco Romor, Marco Tezzele, Gianluigi Rozza
2021	J	`jnl`	ATHENA: Advanced Techniques for High Dimensional Parameter Spaces to Enhance Numerical Analysis. CoRR Francesco Romor, Marco Tezzele, Gianluigi Rozza
2021	J	`jnl`	ATHENA: Advanced Techniques for High dimensional parameter spaces to Enhance Numerical Analysis. Softw. Impacts Francesco Romor, Marco Tezzele, Gianluigi Rozza
2021	J	`jnl`	Multi-fidelity data fusion through parameter space reduction with applications to automotive engineering. CoRR Francesco Romor, Marco Tezzele, Markus Mrosek, Carsten Othmer, Gianluigi Rozza
2020	J	`jnl`	Kernel-based Active Subspaces with application to CFD parametric problems using Discontinuous Galerkin method. CoRR Francesco Romor, Marco Tezzele, Andrea Lario, Gianluigi Rozza
2020	J	`jnl`	Multi-fidelity data fusion for the approximation of scalar functions with low intrinsic dimensionality through active subspaces. CoRR Francesco Romor, Marco Tezzele, Gianluigi Rozza