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Fig. 3 Comparison between the MeshGraphNet prediction and the ground truth for the horizontal velocity for different test samples. A hidden dimensionality of 128 is used in the encoder, processor, and decoder. The encoder and decoder consist of two hidden layers, and the processor includes 15 ...
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After downloading the dataset, an intermediate step necessary to run MeshGraphNet is converting the simulation files into graphs compatible with DGL. This can be done with: cd..pythongenerate_graphs.py This will create a newgraphsfolder inraw_dataset. To train the model: ...
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