Davide Murari - RankMe

22 papers A 1Journal 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Approximation Theory for Lipschitz Continuous Transformers. CoRR Takashi Furuya, Davide Murari, Carola-Bibiane Schönlieb
2025	J	`jnl`	Approximation properties of neural ODEs. CoRR Arturo De Marinis, Davide Murari, Elena Celledoni, Nicola Guglielmi, Brynjulf Owren, Francesco Tudisco
2025	J	`jnl`	Approximation theory for 1-Lipschitz ResNets. CoRR Davide Murari, Takashi Furuya, Carola-Bibiane Schönlieb
2025	J	`jnl`	Enhancing Fourier Neural Operators with Local Spatial Features. CoRR Chaoyu Liu, Davide Murari, Chris J. Budd, Lihao Liu, Carola-Bibiane Schönlieb
2025	J	`jnl`	Neural Networks with Orthogonal Jacobian. CoRR Alex Massucco, Davide Murari, Carola-Bibiane Schönlieb
2025	J	`jnl`	Predictions based on pixel data: Insights from PDEs and finite differences. J. Comput. Phys. Elena Celledoni, James Jackaman, Davide Murari, Brynjulf Owren
2025	J	`jnl`	Stable neural networks and connections to continuous dynamical systems. CoRR Matthias J. Ehrhardt, Davide Murari, Ferdia Sherry
2024	J	`jnl`	Hamiltonian Matching for Symplectic Neural Integrators. CoRR Priscilla Canizares, Davide Murari, Carola-Bibiane Schönlieb, Ferdia Sherry, Zakhar Shumaylov
2024	J	`jnl`	Parallel-in-Time Solutions with Random Projection Neural Networks. CoRR Marta M. Betcke, Lisa Maria Kreusser, Davide Murari
2024	A	`conf`	Resilient Graph Neural Networks: A Coupled Dynamical Systems Approach. ECAI Moshe Eliasof, Davide Murari, Ferdia Sherry, Carola-Bibiane Schönlieb
2024	J	`jnl`	Symplectic Neural Flows for Modeling and Discovery. CoRR Priscilla Canizares, Davide Murari, Carola-Bibiane Schönlieb, Ferdia Sherry, Zakhar Shumaylov
2023	J	`jnl`	Contractive Systems Improve Graph Neural Networks Against Adversarial Attacks. CoRR Moshe Eliasof, Davide Murari, Ferdia Sherry, Carola-Bibiane Schönlieb
2023	J	`jnl`	Designing Stable Neural Networks using Convex Analysis and ODEs. CoRR Ferdia Sherry, Elena Celledoni, Matthias J. Ehrhardt, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb
2023	J	`jnl`	Dynamical Systems-Based Neural Networks. SIAM J. Sci. Comput. Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry
2023	J	`jnl`	Learning Hamiltonians of constrained mechanical systems. J. Comput. Appl. Math. Elena Celledoni, Andrea Leone, Davide Murari, Brynjulf Owren
2023	J	`jnl`	Neural networks for the approximation of Euler's elastica. CoRR Elena Celledoni, Ergys Çokaj, Andrea Leone, Sigrid Leyendecker, Davide Murari, Brynjulf Owren, Rodrigo Takuro Sato Martín de Almagro, Martina Stavole
2023	J	`jnl`	Predictions Based on Pixel Data: Insights from PDEs and Finite Differences. CoRR Elena Celledoni, James Jackaman, Davide Murari, Brynjulf Owren
2022	J	`jnl`	Dynamical systems' based neural networks. CoRR Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry
2022	J	`jnl`	Learning Hamiltonians of constrained mechanical systems. CoRR Elena Celledoni, Andrea Leone, Davide Murari, Brynjulf Owren
2022	J	`jnl`	Lie group integrators for mechanical systems. Int. J. Comput. Math. Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren
2021	J	`jnl`	Dynamics of the N-fold Pendulum in the framework of Lie Group Integrators. CoRR Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren
2021	J	`jnl`	Lie Group integrators for mechanical systems. CoRR Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren