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Faculty of Mathematics

 

Davide Murari

Publications

Symplectic Neural Flows for Modeling and Discovery
P Canizares, D Murari, C-B Schönlieb, F Sherry, Z Shumaylov
– SIAM Journal on Scientific Computing
(2026)
48,
C1220
(doi: 10.1137/25m1734543)
Learning piecewise-smooth dynamical systems
D Murari, E Jansson, CB OBE, C-B Schönlieb
(2026)
(link to publication)
1-Lipschitz Neural Networks on Hadamard Manifolds
D Murari, M Ghirardelli, B Adcock, E Celledoni, B Owren, C-B Schönlieb
(2026)
(link to publication)
Approximation Theory for Lipschitz Continuous Transformers
T Furuya, D Murari, C-B Schönlieb
(2026)
(link to publication)
From Euler-Jacobi to Bogoyavlenskij and back
D Murari, N Sansonetto
– Nonlinearity
(2026)
39,
015016
(doi: 10.1088/1361-6544/ae341c)
Stable neural networks and connections to continuous dynamical systems
MJ Ehrhardt, D Murari, F Sherry
(2025)
(link to publication)
Deep Network Trainability via Persistent Subspace Orthogonality
A Massucco, D Murari, C-B Schönlieb
(2025)
(link to publication)
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,
114166
(doi: 10.1016/j.jcp.2025.114166)
Approximation theory for 1-Lipschitz ResNets
D Murari, T Furuya, C-B Schönlieb
(2025)
(link to publication)
From Euler-Jacobi to Bogoyavlensky and back
D Murari, N Sansonetto
(2025)
(link to publication)
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Research Group

Cambridge Image Analysis

Email

dm2011@cam.ac.uk

Room

F1.07

Personal homepage

https://davidemurari.com/

Study at Cambridge

About the University

Research at Cambridge