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Showing 1 to 1 of 1 for “"stabilization, auto-encoder"”.
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Reduced order modeling of convection-dominated flows, dimensionality reduction and stabilization
… convection dominated flows. We design a low-rank auto-encoder to specifically reduce the dimensionality of solution arising from convection-dominated nonlinear physical systems. Although existing nonlinear manifold learning methods seem to be compelling tools to reduce the dimensionality of data …