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Gianluigi Rozza — most-cited papers & profile · AI for Science
← authors
·
overview
Gianluigi Rozza
7
papers ·
2331
citations
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Scientific Machine Learning through Physics-Informed Neural Networks: Where we are and What's next
2022 · 2322 citations
Optimal Transport-inspired Deep Learning Framework for Slow-Decaying Kolmogorov n-width Problems: Exploiting Sinkhorn Loss and Wasserstein Kernel
2023 · 2 citations
BARNN: A Bayesian Autoregressive and Recurrent Neural Network
2025 · 1 citations
Integrating Artificial Intelligence, Physics, and Internet of Things: A Framework for Cultural Heritage Conservation
2026
Towards a machine learning pipeline in reduced order modelling for inverse problems: neural networks for boundary parametrization, dimensionality reduction and solution manifold approximation
2022
Physics Informed Neural Network Framework for Unsteady Discretized Reduced Order System
2023
Top co-authors
Federico Pichi
· 2
Nicola Demo
· 2
Anna Ivagnes
· 1
Carmine Valentino
· 1
Dajana Conte
· 1
Dario Coscia
· 1
Fabio Giampaolo
· 1
Francesco Colace
· 1
Francesco Piccialli
· 1
Giovanni Stabile
· 1
Max Welling
· 1
Maziar Raissi
· 1
Topics
Math & Equations
Physics ML
cs.NA
math.NA
math.OC
Chemistry
Climate & Weather