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Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks

Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks

Ravinder Bhattoo
Sayan Ranu
N. M. A. Krishnan
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Papers citing "Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks"

5 / 5 papers shown
Title
Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks
Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks
S. Bishnoi
Ravinder Bhattoo
J. Jayadeva
Sayan Ranu
N. M. A. Krishnan
PINN
AI4CE
34
1
0
11 Jul 2023
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
37
22
0
10 Nov 2022
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network
Ravinder Bhattoo
Sayan Ranu
N. M. A. Krishnan
AI4CE
31
17
0
23 Sep 2022
Extending Lagrangian and Hamiltonian Neural Networks with Differentiable Contact Models
Extending Lagrangian and Hamiltonian Neural Networks with Differentiable Contact Models
Yaofeng Desmond Zhong
Biswadip Dey
Amit Chakraborty
52
34
0
12 Feb 2021
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