The discrete empirical interpolation method in class identification and data summarization
Sign Up to like & getrecommendations! Published in 2024 at "Wiley Interdisciplinary Reviews: Computational Statistics"
DOI: 10.1002/wics.1653
Abstract: The discrete empirical interpolation method (DEIM) is well established as a means of performing model order reduction in approximating solutions to differential equations, but it has also more recently demonstrated potential in performing data class… read more here.
Keywords: interpolation method; data summarization; discrete empirical; empirical interpolation ... See more keywords
A Stochastic Discrete Empirical Interpolation Approach for Parameterized Systems
Sign Up to like & getrecommendations! Published in 2022 at "Symmetry"
DOI: 10.3390/sym14030556
Abstract: As efficient separation of variables plays a central role in model reduction for nonlinear and nonaffine parameterized systems, we propose a stochastic discrete empirical interpolation method (SDEIM) for this purpose. In our SDEIM, candidate basis… read more here.
Keywords: parameterized systems; interpolation approach; empirical interpolation; stochastic discrete ... See more keywords