On dimension reduction in Gaussian filters

A priori dimension reduction is a widely adopted technique for reducing the computational complexity of stationary inverse problems. In this setting, the solution of an inverse problem is parameterized by a low-dimensional basis that is often obtained from the truncated Karhunen-Loève expansion of...

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Bibliographic Details
Main Authors: Hakkarainen, Janne (Author), Solonen, Antti (Contributor), Cui, Tiangang (Contributor), Marzouk, Youssef M (Contributor)
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics (Contributor)
Format: Article
Language:English
Published: IOP Publishing, 2016-10-24T15:55:48Z.
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