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Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"

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Probabilistic_ML_Fluids

Source code for "Probabilistic neural networks for fluid flow surrogate modeling and data recovery" in Phys. Rev. Fluids. See Arxiv document here.

Authors: Romit Maulik, Kai Fukami, Nesar Ramachandra, Koji Fukagata, Kunihiko Taira

Please contact: [email protected] or/and [email protected] for queries and further material.

Note for shallow-water equation data

To run the shallow-water test case please download data from here, extract contents and place this in the SWE/ folder.

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Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"

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