Davide Murari

According to our database, Davide Murari authored at least 15 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Approximation theory for 1-Lipschitz ResNets.

Davide Murari, Takashi Furuya, Carola-Bibiane Schönlieb

CoRR, May, 2025

Enhancing Fourier Neural Operators with Local Spatial Features.

Chaoyu Liu, Davide Murari, Chris J. Budd, Lihao Liu, Carola-Bibiane Schönlieb

CoRR, March, 2025

Approximation properties of neural ODEs.

Arturo De Marinis, Davide Murari, Elena Celledoni, Nicola Guglielmi, Brynjulf Owren, Francesco Tudisco

CoRR, March, 2025

Predictions based on pixel data: Insights from PDEs and finite differences.

Elena Celledoni, James Jackaman, Davide Murari, Brynjulf Owren

J. Comput. Phys., 2025

2024

Symplectic Neural Flows for Modeling and Discovery.

Priscilla Canizares, Davide Murari, Carola-Bibiane Schönlieb, Ferdia Sherry, Zakhar Shumaylov

CoRR, 2024

Hamiltonian Matching for Symplectic Neural Integrators.

Priscilla Canizares, Davide Murari, Carola-Bibiane Schönlieb, Ferdia Sherry, Zakhar Shumaylov

CoRR, 2024

Parallel-in-Time Solutions with Random Projection Neural Networks.

Marta M. Betcke, Lisa Maria Kreusser, Davide Murari

CoRR, 2024

Resilient Graph Neural Networks: A Coupled Dynamical Systems Approach.

Moshe Eliasof, Davide Murari, Ferdia Sherry, Carola-Bibiane Schönlieb

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2023

Dynamical Systems-Based Neural Networks.

Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry

SIAM J. Sci. Comput., June, 2023

Learning Hamiltonians of constrained mechanical systems.

Elena Celledoni, Andrea Leone, Davide Murari, Brynjulf Owren

J. Comput. Appl. Math., 2023

Neural networks for the approximation of Euler's elastica.

Elena Celledoni, Ergys Çokaj, Andrea Leone, Sigrid Leyendecker, Davide Murari, Brynjulf Owren, Rodrigo Takuro Sato Martín de Almagro, Martina Stavole

CoRR, 2023

Contractive Systems Improve Graph Neural Networks Against Adversarial Attacks.

Moshe Eliasof, Davide Murari, Ferdia Sherry, Carola-Bibiane Schönlieb

CoRR, 2023

Designing Stable Neural Networks using Convex Analysis and ODEs.

Ferdia Sherry, Elena Celledoni, Matthias J. Ehrhardt, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb

CoRR, 2023

2022

Lie group integrators for mechanical systems.

Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren

Int. J. Comput. Math., 2022

2021

Dynamics of the N-fold Pendulum in the framework of Lie Group Integrators.

Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren

CoRR, 2021