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Neural Symplectic Integrator with Hamiltonian Inductive Bias for the
  Gravitational $N$-body Problem

Neural Symplectic Integrator with Hamiltonian Inductive Bias for the Gravitational NNN-body Problem

28 November 2021
Maxwell X. Cai
Simon Portegies Zwart
Damian Podareanu
    PINN
ArXivPDFHTML

Papers citing "Neural Symplectic Integrator with Hamiltonian Inductive Bias for the Gravitational $N$-body Problem"

4 / 4 papers shown
Title
A hybrid approach for solving the gravitational N-body problem with
  Artificial Neural Networks
A hybrid approach for solving the gravitational N-body problem with Artificial Neural Networks
V. S. Ulibarrena
Philipp Horn
S. P. Zwart
E. Sellentin
B. Koren
Maxwell X. Cai
PINN
22
2
0
31 Oct 2023
Learning Neural Hamiltonian Dynamics: A Methodological Overview
Learning Neural Hamiltonian Dynamics: A Methodological Overview
Zhijie Chen
Mingquan Feng
Junchi Yan
H. Zha
AI4CE
21
15
0
28 Feb 2022
Lagrangian Neural Networks
Lagrangian Neural Networks
M. Cranmer
S. Greydanus
Stephan Hoyer
Peter W. Battaglia
D. Spergel
S. Ho
PINN
139
424
0
10 Mar 2020
Symplectic Recurrent Neural Networks
Symplectic Recurrent Neural Networks
Zhengdao Chen
Jianyu Zhang
Martín Arjovsky
Léon Bottou
152
220
0
29 Sep 2019
1