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Hamiltonian neural networks for solving equations of motion

Hamiltonian neural networks for solving equations of motion

29 January 2020
M. Mattheakis
David Sondak
Akshunna S. Dogra
P. Protopapas
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Papers citing "Hamiltonian neural networks for solving equations of motion"

6 / 6 papers shown
Title
Iterative Magnitude Pruning as a Renormalisation Group: A Study in The
  Context of The Lottery Ticket Hypothesis
Iterative Magnitude Pruning as a Renormalisation Group: A Study in The Context of The Lottery Ticket Hypothesis
Abu-Al Hassan
25
0
0
06 Aug 2023
Enhancing Neural Network Differential Equation Solvers
Enhancing Neural Network Differential Equation Solvers
Matthew J. H. Wright
6
0
0
28 Dec 2022
Transfer Learning with Physics-Informed Neural Networks for Efficient
  Simulation of Branched Flows
Transfer Learning with Physics-Informed Neural Networks for Efficient Simulation of Branched Flows
Raphael Pellegrin
Blake Bullwinkel
M. Mattheakis
P. Protopapas
PINN
AI4CE
18
9
0
01 Nov 2022
Thermodynamics of learning physical phenomena
Thermodynamics of learning physical phenomena
Elías Cueto
Francisco Chinesta
AI4CE
23
22
0
26 Jul 2022
One-Shot Transfer Learning of Physics-Informed Neural Networks
One-Shot Transfer Learning of Physics-Informed Neural Networks
Shaan Desai
M. Mattheakis
H. Joy
P. Protopapas
Stephen J. Roberts
PINN
AI4CE
14
58
0
21 Oct 2021
Fourier Neural Operator for Parametric Partial Differential Equations
Fourier Neural Operator for Parametric Partial Differential Equations
Zong-Yi Li
Nikola B. Kovachki
Kamyar Azizzadenesheli
Burigede Liu
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
AI4CE
203
2,282
0
18 Oct 2020
1