53 citations · 149 across the 23 of their papers we have counts for
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math.NA2018
Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders
Kookjin Lee, Kevin Carlberg
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 a…
math.NA2018★ 5 cited
Inexact Methods for Symmetric Stochastic Eigenvalue Problems
Kookjin Lee, Bedřich Sousedík
We study two inexact methods for solutions of random eigenvalue problems in the context of spectral stochastic finite elements. In particular, given a parameter-dependent, symmetri…