Bethany Lusch, PhD
Bethany Lusch, PhD
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Recurrent neural networks
Reduced-order modeling of advection-dominatedsystems with recurrent neural networks andconvolutional autoencoders
A common strategy for the dimensionality reduction of nonlinear partial dif-ferential equations relies on the use of the proper orthogonal decomposition(POD) to identify a reduced subspace and the Galerkin projection for evolv-ing dynamics in this …
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