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Learning Trajectories of Hamiltonian Systems with Neural Networks

Learning Trajectories of Hamiltonian Systems with Neural Networks

11 April 2022
Katsiaryna Haitsiukevich
Alexander Ilin
ArXivPDFHTML

Papers citing "Learning Trajectories of Hamiltonian Systems with Neural Networks"

3 / 3 papers shown
Title
Unravelling the Performance of Physics-informed Graph Neural Networks
  for Dynamical Systems
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
A. Thangamuthu
Gunjan Kumar
S. Bishnoi
Ravinder Bhattoo
N. M. A. Krishnan
Sayan Ranu
AI4CE
PINN
32
22
0
10 Nov 2022
Lagrangian Neural Networks
Lagrangian Neural Networks
M. Cranmer
S. Greydanus
Stephan Hoyer
Peter W. Battaglia
D. Spergel
S. Ho
PINN
130
424
0
10 Mar 2020
Symplectic Recurrent Neural Networks
Symplectic Recurrent Neural Networks
Zhengdao Chen
Jianyu Zhang
Martín Arjovsky
Léon Bottou
146
219
0
29 Sep 2019
1