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ORCIDDavide Murari
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2020 – today
- 2024
[c1]Moshe Eliasof, Davide Murari, Ferdia Sherry, Carola-Bibiane Schönlieb:
Resilient Graph Neural Networks: A Coupled Dynamical Systems Approach. ECAI 2024: 1607-1614- [i10]Marta M. Betcke, Lisa Maria Kreusser
, Davide Murari:
Parallel-in-Time Solutions with Random Projection Neural Networks. CoRR abs/2408.09756 (2024) - [i9]Priscilla Canizares, Davide Murari, Carola-Bibiane Schönlieb, Ferdia Sherry, Zakhar Shumaylov:
Hamiltonian Matching for Symplectic Neural Integrators. CoRR abs/2410.18262 (2024) - 2023
- [j3]Elena Celledoni, Andrea Leone, Davide Murari, Brynjulf Owren:
Learning Hamiltonians of constrained mechanical systems. J. Comput. Appl. Math. 417: 114608 (2023) - [j2]Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry:
Dynamical Systems-Based Neural Networks. SIAM J. Sci. Comput. 45(3): 3071-3094 (2023) - [i8]Elena Celledoni, James Jackaman, Davide Murari, Brynjulf Owren:
Predictions Based on Pixel Data: Insights from PDEs and Finite Differences. CoRR abs/2305.00723 (2023) - [i7]Ferdia Sherry, Elena Celledoni, Matthias J. Ehrhardt, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb:
Designing Stable Neural Networks using Convex Analysis and ODEs. CoRR abs/2306.17332 (2023) - [i6]Moshe Eliasof, Davide Murari, Ferdia Sherry, Carola-Bibiane Schönlieb:
Contractive Systems Improve Graph Neural Networks Against Adversarial Attacks. CoRR abs/2311.06942 (2023) - [i5]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 abs/2312.00644 (2023) - 2022
- [j1]Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren:
Lie group integrators for mechanical systems. Int. J. Comput. Math. 99(1): 58-88 (2022) - [i4]Elena Celledoni, Andrea Leone, Davide Murari, Brynjulf Owren:
Learning Hamiltonians of constrained mechanical systems. CoRR abs/2201.13254 (2022) - [i3]Elena Celledoni, Davide Murari, Brynjulf Owren, Carola-Bibiane Schönlieb, Ferdia Sherry:
Dynamical systems' based neural networks. CoRR abs/2210.02373 (2022) - 2021
- [i2]Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren:
Lie Group integrators for mechanical systems. CoRR abs/2102.12778 (2021) - [i1]Elena Celledoni, Ergys Çokaj, Andrea Leone, Davide Murari, Brynjulf Owren:
Dynamics of the N-fold Pendulum in the framework of Lie Group Integrators. CoRR abs/2109.12325 (2021)
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