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Learning Mesh-Based Simulation with Graph Networks

Learning Mesh-Based Simulation with Graph Networks

7 October 2020
Tobias Pfaff
Meire Fortunato
Alvaro Sanchez-Gonzalez
Peter W. Battaglia
    AI4CE
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Papers citing "Learning Mesh-Based Simulation with Graph Networks"

8 / 108 papers shown
Title
Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond
Simple GNN Regularisation for 3D Molecular Property Prediction & Beyond
Jonathan Godwin
Michael Schaarschmidt
Alex Gaunt
Alvaro Sanchez-Gonzalez
Yulia Rubanova
Petar Velivcković
J. Kirkpatrick
Peter W. Battaglia
31
61
0
15 Jun 2021
Direct Prediction of Steady-State Flow Fields in Meshed Domain with
  Graph Networks
Direct Prediction of Steady-State Flow Fields in Meshed Domain with Graph Networks
Lukas Harsch
S. Riedelbauch
AI4CE
55
12
0
06 May 2021
Geometry encoding for numerical simulations
Geometry encoding for numerical simulations
Amir Maleki
J. Heyse
Rishikesh Ranade
Haiyang He
Priya Kasimbeg
Jay Pathak
3DV
AI4CE
27
2
0
15 Apr 2021
Persistent Message Passing
Persistent Message Passing
Heiko Strathmann
M. Barekatain
Charles Blundell
Petar Velickovic
25
15
0
01 Mar 2021
Meta-Learning Dynamics Forecasting Using Task Inference
Meta-Learning Dynamics Forecasting Using Task Inference
Rui Wang
Robin G. Walters
Rose Yu
OOD
AI4TS
AI4CE
19
31
0
20 Feb 2021
Combinatorial optimization and reasoning with graph neural networks
Combinatorial optimization and reasoning with graph neural networks
Quentin Cappart
Didier Chételat
Elias Boutros Khalil
Andrea Lodi
Christopher Morris
Petar Velickovic
AI4CE
30
346
0
18 Feb 2021
Efficient Graph Deep Learning in TensorFlow with tf_geometric
Efficient Graph Deep Learning in TensorFlow with tf_geometric
Jun Hu
Shengsheng Qian
Quan Fang
Youze Wang
Quan Zhao
Huaiwen Zhang
Changsheng Xu
GNN
31
53
0
27 Jan 2021
Geometric deep learning: going beyond Euclidean data
Geometric deep learning: going beyond Euclidean data
M. Bronstein
Joan Bruna
Yann LeCun
Arthur Szlam
P. Vandergheynst
GNN
236
3,234
0
24 Nov 2016
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