Online Adaptive Model Reduction for Nonlinear Systems via Low-Rank Updates

This work presents a nonlinear model reduction approach for systems of equations stemming from the discretization of partial differential equations with nonlinear terms. Our approach constructs a reduced system with proper orthogonal decomposition and the discrete empirical interpolation method (DEI...

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Bibliographic Details
Main Authors: Peherstorfer, Benjamin, Willcox, Karen E.
Other Authors: Massachusetts Institute of Technology. Department of Aeronautics and Astronautics
Format: Article
Language:en_US
Published: Society for Industrial and Applied Mathematics 2015
Online Access:http://hdl.handle.net/1721.1/100551
https://orcid.org/0000-0002-5045-046X
https://orcid.org/0000-0003-2156-9338