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Kookjin Lee

Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders
Deep Conservation: A latent dynamics model for exact satisfaction of physical conservation laws
Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders
Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders
Breaking Kolmogorov-width barriers in model reduction using deep convolutional autoencoders
Model reduction of dynamical systems on nonlinear manifolds using deep convolutional autoencoders
Stochastic least-squares Petrov–Galerkin method for parameterized linear systems