Davide Murari

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 12

Top Topics

Mechanical Systems

Partially Observable

Infinite Dimensional

Top Venues

SIAM J. Sci. Comput.

J. Comput. Appl. Math.

Int. J. Comput. Math.

Publications

Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry
Dynamical Systems-Based Neural Networks. SIAM J. Sci. Comput. 45 (6) (2023)
Elena Celledoni, James Jackaman, Davide Murari, Brynjulf Owren
Predictions Based on Pixel Data: Insights from PDEs and Finite Differences. CoRR (2023)
Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry
Dynamical Systems-Based Neural Networks. SIAM J. Sci. Comput. 45 (3) (2023)
Ferdia Sherry, Elena Celledoni, Matthias J. Ehrhardt, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb
Designing Stable Neural Networks using Convex Analysis and ODEs. CoRR (2023)
Elena Celledoni, Andrea Leone, Davide Murari, Brynjulf Owren
Learning Hamiltonians of constrained mechanical systems. J. Comput. Appl. Math. 417 (2023)
Elena Celledoni, Ergys Çokaj, Andrea Leone, Sigrid Leyendecker, Davide Murari, Brynjulf Owren, Rodrigo Takuro Sato Martín de Almagro, Martina Stavole
Neural networks for the approximation of Euler's elastica. CoRR (2023)
Moshe Eliasof, Davide Murari, Ferdia Sherry, Carola-Bibiane Schönlieb
Contractive Systems Improve Graph Neural Networks Against Adversarial Attacks. CoRR (2023)
Elena Celledoni, Andrea Leone, Davide Murari, Brynjulf Owren
Learning Hamiltonians of constrained mechanical systems. CoRR (2022)
Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry
Dynamical systems' based neural networks. CoRR (2022)
Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren
Lie group integrators for mechanical systems. Int. J. Comput. Math. 99 (1) (2022)
Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren
Lie Group integrators for mechanical systems. CoRR (2021)
Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren
Dynamics of the N-fold Pendulum in the framework of Lie Group Integrators. CoRR (2021)