Approximation Theory for Lipschitz Continuous Transformers
T Furuya, D Murari, C-B Schönlieb
(2026)
From Euler–Jacobi to Bogoyavlenskij and back
D Murari, N Sansonetto
– Nonlinearity
(2026)
39,
Stable neural networks and connections to continuous dynamical systems
MJ Ehrhardt, D Murari, F Sherry
(2025)
Deep Network Trainability via Persistent Subspace Orthogonality
A Massucco, D Murari, C-B Schönlieb
(2025)
Predictions based on pixel data: Insights from PDEs and finite differences
E Celledoni, J Jackaman, D Murari, B Owren
– Journal of Computational Physics
(2025)
538,
Approximation theory for 1-Lipschitz ResNets
D Murari, T Furuya, C-B Schönlieb
(2025)
From Euler-Jacobi to Bogoyavlensky and back
D Murari, N Sansonetto
(2025)
Enhancing Fourier Neural Operators with Local Spatial Features
C Liu, D Murari, L Liu, Y Li, C Budd, C-B Schönlieb
(2025)
Approximation properties of neural ODEs
AD Marinis, D Murari, E Celledoni, N Guglielmi, B Owren, F Tudisco
(2025)
Symplectic Neural Flows for Modeling and Discovery
P Canizares, D Murari, C-B Schönlieb, F Sherry, Z Shumaylov
(2024)
