Davide Murari

Publications

Resilient Graph Neural Networks: A Coupled Dynamical Systems Approach

M Eliasof, D Murari, F Sherry, C-B Schönlieb

(2023)

Designing Stable Neural Networks using Convex Analysis and ODEs

F Sherry, E Celledoni, MJ Ehrhardt, D Murari, B Owren, C-B Schönlieb

(2023)

Predictions Based on Pixel Data: Insights from PDEs and Finite Differences

E Celledoni, J Jackaman, D Murari, B Owren

(2023)

Learning Hamiltonians of constrained mechanical systems

E Celledoni, A Leone, D Murari, B Owren

– Journal of Computational and Applied Mathematics

(2023)

417,

114608

Dynamical systems' based neural networks

E Celledoni, D Murari, B Owren, C-B Schönlieb, F Sherry

(2022)

Learning Hamiltonians of constrained mechanical systems

E Celledoni, A Leone, D Murari, B Owren

(2022)

Lie group integrators for mechanical systems

E Celledoni, E Çokaj, A Leone, D Murari, B Owren

– International Journal of Computer Mathematics

(2021)

99,