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Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low-dimensionalization
We then discuss the influence of various parameters and operations on the CNN performance, with the utilization of autoencoder (AE).
Dimensionality Reduction
Fluid Dynamics
Computational Physics
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