Articles with "deim" as a keyword



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An extended DEIM algorithm for subset selection and class identification

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Published in 2021 at "Machine learning"

DOI: 10.1007/s10994-021-05954-3

Abstract: The discrete empirical interpolation method (DEIM) has been shown to be a viable index-selection technique for identifying representative subsets in data. Having gained some popularity in reducing dimensionality of physical models involving differential equations, its… read more here.

Keywords: class identification; identification; deim algorithm; deim ... See more keywords

A matrix DEIM technique for model reduction of nonlinear parametrized problems in cardiac mechanics

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Published in 2017 at "Computer Methods in Applied Mechanics and Engineering"

DOI: 10.1016/j.cma.2017.06.011

Abstract: Abstract When relying on Newton iterations to solve nonlinear problems in the context of Reduced Basis (RB) methods, the assembling of the RB arrays during the online stage depends on the dimension of the underlying… read more here.

Keywords: model; deim technique; nonlinear problems; deim ... See more keywords