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Stefania Fresca — most-cited papers & profile · AI for Science
← authors
·
overview
Stefania Fresca
6
papers ·
83
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Deep-HyROMnet: A deep learning-based operator approximation for hyper-reduction of nonlinear parametrized PDEs
2022 · 38 citations
Deep Learning-based surrogate models for parametrized PDEs: handling geometric variability through graph neural networks
2023 · 28 citations
PTPI-DL-ROMs: pre-trained physics-informed deep learning-based reduced order models for nonlinear parametrized PDEs
2024 · 16 citations
Virtual twins of nonlinear vibrating multiphysics microstructures: physics-based versus deep learning-based approaches
2022 · 1 citations
Handling geometrical variability in nonlinear reduced order modeling through Continuous Geometry-Aware DL-ROMs
2024
Top co-authors
Andrea Manzoni
· 5
Simone Brivio
· 2
Attilio Frangi
· 1
Filippo Tombari
· 1
Giorgio Gobat
· 1
Ludovica Cicci
· 1
Nicola Rares Franco
· 1
Topics
Physics ML
Math & Equations
Materials