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YichengDWu / NeuralGraphPDE.jl

Integrating Neural Ordinary Differential Equations, the Method of Lines, and Graph Neural Networks
https://yichengdwu.github.io/NeuralGraphPDE.jl/dev/
MIT License
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implement GNO #25

Closed YichengDWu closed 2 years ago

YichengDWu commented 2 years ago

Zongyi Li, Nikola Kovachki, Kamyar Azizzadenesheli, Burigede Liu, Kaushik Bhattacharya, Andrew Stuart, and Anima Anandkumar. Neural operator: Graph kernel network for partial differential equations. arXiv preprint arXiv:2003.03485, 2020b

YichengDWu commented 2 years ago

https://github.com/zongyi-li/graph-pde

YichengDWu commented 2 years ago

https://docs.dgl.ai/generated/dgl.nn.pytorch.conv.NNConv.html?highlight=neural%20message%20passing%20quantum%20chemistry#dgl.nn.pytorch.conv.NNConv

YichengDWu commented 2 years ago

https://carlolucibello.github.io/GraphNeuralNetworks.jl/dev/api/conv/#GraphNeuralNetworks.NNConv