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2010.03409
Cited By
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
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
Lukas Harsch
S. Riedelbauch
AI4CE
55
12
0
06 May 2021
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
Heiko Strathmann
M. Barekatain
Charles Blundell
Petar Velickovic
25
15
0
01 Mar 2021
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
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
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
M. Bronstein
Joan Bruna
Yann LeCun
Arthur Szlam
P. Vandergheynst
GNN
236
3,234
0
24 Nov 2016
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