Kevin T. Carlberg
Kevin T. Carlberg
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Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders
Nearly all model-reduction techniques project the governing equations onto a linear subspace of the original state space. Such subspaces are typically computed using methods such as balanced truncation, rational interpolation, the reduced-basis …
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