Learning Generalized Hamiltonians using fully Symplectic Mappings

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Learning Generalized Hamiltonians using fully Symplectic Mappings

17 September 2024

Harsh Choudhary

Vyacheslav kungrutsev

Georgios Korpas

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Papers citing "Learning Generalized Hamiltonians using fully Symplectic Mappings"

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Title
Symplectic Learning for Hamiltonian Neural Networks M. David Florian Méhats 70 41 0 22 Jun 2021
Nonseparable Symplectic Neural Networks S. Xiong Yunjin Tong Xingzhe He Shuqi Yang Cheng Yang Bo Zhu 104 34 0 23 Oct 2020
Lagrangian Neural Networks M. Cranmer S. Greydanus Stephan Hoyer Peter W. Battaglia D. Spergel S. Ho PINN 180 438 0 10 Mar 2020
Hamiltonian Generative Networks Peter Toth Danilo Jimenez Rezende Andrew Jaegle S. Racanière Aleksandar Botev I. Higgins BDL DRL AI4CE GAN 79 218 0 30 Sep 2019
Symplectic Recurrent Neural Networks Zhengdao Chen Jianyu Zhang Martín Arjovsky Léon Bottou 209 225 0 29 Sep 2019
Hamiltonian Neural Networks S. Greydanus Misko Dzamba J. Yosinski PINN AI4CE 139 899 0 04 Jun 2019
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 475 5,177 0 19 Jun 2018