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Reversible and irreversible bracket-based dynamics for deep graph neural
  networks

Reversible and irreversible bracket-based dynamics for deep graph neural networks

24 May 2023
A. Gruber
Kookjin Lee
N. Trask
    AI4CE
ArXivPDFHTML

Papers citing "Reversible and irreversible bracket-based dynamics for deep graph neural networks"

4 / 4 papers shown
Title
Efficiently Parameterized Neural Metriplectic Systems
Efficiently Parameterized Neural Metriplectic Systems
Anthony Gruber
Kookjin Lee
Haksoo Lim
Noseong Park
Nathaniel Trask
58
1
0
28 Jan 2025
Scalable algorithms for physics-informed neural and graph networks
Scalable algorithms for physics-informed neural and graph networks
K. Shukla
Mengjia Xu
N. Trask
George Karniadakis
PINN
AI4CE
59
39
0
16 May 2022
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges
M. Bronstein
Joan Bruna
Taco S. Cohen
Petar Velivcković
GNN
172
1,100
0
27 Apr 2021
Lagrangian Neural Networks
Lagrangian Neural Networks
M. Cranmer
S. Greydanus
Stephan Hoyer
Peter W. Battaglia
D. Spergel
S. Ho
PINN
121
419
0
10 Mar 2020
1