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2210.05087
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Approximation of nearly-periodic symplectic maps via structure-preserving neural networks
Scientific Reports (Sci Rep), 2022
11 October 2022
Valentin Duruisseaux
J. Burby
Q. Tang
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Papers citing
"Approximation of nearly-periodic symplectic maps via structure-preserving neural networks"
3 / 3 papers shown
Title
Neural non-canonical Hamiltonian dynamics for long-time simulations
Clémentine Courtès
Emmanuel Franck
Michael Kraus
Laurent Navoret
Léopold Trémant
112
0
0
02 Oct 2025
Enabling Automatic Differentiation with Mollified Graph Neural Operators
Ryan Y. Lin
Julius Berner
Valentin Duruisseaux
David Pitt
Daniel Leibovici
Jean Kossaifi
Kamyar Azizzadenesheli
Julius Berner
AI4CE
225
3
0
11 Apr 2025
Lie Group Forced Variational Integrator Networks for Learning and Control of Robot Systems
Conference on Learning for Dynamics & Control (L4DC), 2022
Valentin Duruisseaux
T. Duong
Melvin Leok
Nikolay Atanasov
DRL
AI4CE
411
17
0
29 Nov 2022
1