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Davide Murari
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Lie group integrators for mechanical systems
E Celledoni, E Çokaj, A Leone, D Murari, B Owren
International Journal of Computer Mathematics 99 (1), 58-88, 2022
162022
Learning Hamiltonians of constrained mechanical systems
E Celledoni, A Leone, D Murari, B Owren
Journal of Computational and Applied Mathematics 417, 114608, 2023
102023
Dynamical systems' based neural networks
E Celledoni, D Murari, B Owren, CB Schönlieb, F Sherry
arXiv preprint arXiv:2210.02373, 2022
22022
Dynamics of the N-fold Pendulum in the framework of Lie Group Integrators
E Celledoni, E Çokaj, A Leone, D Murari, B Owren
Progress in Industrial Mathematics at ECMI 2021, 297-304, 2022
12022
Predictions Based on Pixel Data: Insights from PDEs and Finite Differences
E Celledoni, J Jackaman, D Murari, B Owren
arXiv preprint arXiv:2305.00723, 2023
2023
Structure preserving neural networks based on ODEs
D Murari, E Celledoni, B Owren, CB Schönlieb, F Sherry
The Symbiosis of Deep Learning and Differential Equations II, 0
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