Davide Murari

Publications

From Euler-Jacobi to Bogoyavlensky and back

D Murari, N Sansonetto

(2025)

(link to publication)

Enhancing Fourier Neural Operators with Local Spatial Features

C Liu, D Murari, C Budd, L Liu, C-B Schönlieb

(2025)

(link to publication)

Approximation properties of neural ODEs

AD Marinis, D Murari, E Celledoni, N Guglielmi, B Owren, F Tudisco

(2025)

(link to publication)

Symplectic Neural Flows for Modeling and Discovery

P Canizares, D Murari, C-B Schönlieb, F Sherry, Z Shumaylov

(2024)

(link to publication)

Neural networks for the approximation of Euler’s elastica

E Celledoni, E Çokaj, A Leone, S Leyendecker, D Murari, B Owren, RTSM de Almagro, M Stavole

– Computer Methods in Applied Mechanics and Engineering

(2024)

435,

117584

(doi: 10.1016/j.cma.2024.117584)

Hamiltonian Matching for Symplectic Neural Integrators

P Canizares, D Murari, C-B Schönlieb, F Sherry, Z Shumaylov

(2024)

(link to publication)

Parallel-in-Time Solutions with Random Projection Neural Networks

MM Betcke, LM Kreusser, D Murari

(2024)

(link to publication)

Designing stable neural networks using convex analysis and ODEs

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

– Physica D Nonlinear Phenomena

(2024)

463,

134159

(doi: 10.1016/j.physd.2024.134159)

Dynamical Systems–Based Neural Networks

E Celledoni, D Murari, B Owren, CB Schonlieb, F Sherry

– SIAM Journal on Scientific Computing

(2023)

45,

A3071

(doi: 10.1137/22M1527337)

Neural networks for the approximation of Euler's elastica

E Celledoni, E Çokaj, A Leone, S Leyendecker, D Murari, B Owren, RTSMD Almagro, M Stavole

(2023)

(link to publication)

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