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Sampling-based Distributed Training with Message Passing Neural Network

Sampling-based Distributed Training with Message Passing Neural Network

20 February 2025
P. Kakka
Sheel Nidhan
Rishikesh Ranade
Jay Pathak
J. MacArt
    GNN
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Papers citing "Sampling-based Distributed Training with Message Passing Neural Network"

5 / 5 papers shown
Title
Data-driven modeling of fluid flow around rotating structures with graph neural networks
Data-driven modeling of fluid flow around rotating structures with graph neural networks
Rui Gao
Zhi Cheng
R. Jaiman
AI4CE
41
0
0
28 Mar 2025
DoMINO: A Decomposable Multi-scale Iterative Neural Operator for Modeling Large Scale Engineering Simulations
DoMINO: A Decomposable Multi-scale Iterative Neural Operator for Modeling Large Scale Engineering Simulations
Rishikesh Ranade
M. A. Nabian
Kaustubh Tangsali
Alexey Kamenev
O. Hennigh
Ram Cherukuri
S. Choudhry
AI4CE
78
2
0
23 Jan 2025
Scalable and Consistent Graph Neural Networks for Distributed Mesh-based
  Data-driven Modeling
Scalable and Consistent Graph Neural Networks for Distributed Mesh-based Data-driven Modeling
Shivam Barwey
Riccardo Balin
Bethany Lusch
Saumil Patel
Ramesh Balakrishnan
Pinaki Pal
R. Maulik
V. Vishwanath
GNN
AI4CE
18
1
0
02 Oct 2024
An extensible Benchmarking Graph-Mesh dataset for studying Steady-State
  Incompressible Navier-Stokes Equations
An extensible Benchmarking Graph-Mesh dataset for studying Steady-State Incompressible Navier-Stokes Equations
F. Bonnet
Jocelyn Ahmed Mazari
T. Munzer
P. Yser
Patrick Gallinari
AI4CE
51
10
0
29 Jun 2022
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
197
2,254
0
18 Oct 2020
1