An implementation of Neural Implicit Flow (Pan et al. - 2022) using PyTorch. Tensorflow/keras version at : https://github.com/pswpswpsw/nif.
Using the cfg file 'nif_1dwave.yaml' in the config folder, we have the following result :
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Using the cfg file 'nifmultiscale.yaml' in the config folder, we have the following result :
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Using the cfg file 'niflastlayer_cylinder.yaml' in the config folder, we have the following result :
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[1] Neural Implicit Flow : a mesh-agnostic dimensionality reduction of spatio-temporal data, Shaowu Pan, Steven L. Brunton, J. Nathan Kutz, 2022