A streamline derivative POD-ROM for advection-diffusion-reaction equations
ESAIM. Proceedings, Tome 64 (2018), pp. 121-136
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We introduce a new streamline derivative projection-based closure modeling strategy for the numerical stabilization of Proper Orthogonal Decomposition-Reduced Order Models (POD-ROM). As a first preliminary step, the proposed model is analyzed and tested for advection-dominated advection-diffusion-reaction equations. In this framework, the numerical analysis for the Finite Element (FE) discretization of the proposed new POD-ROM is presented, by mainly deriving the corresponding error estimates. Numerical tests for advection-dominated regime show the effciency of the proposed method, as well the increased accuracy over the standard POD-ROM that discovers its well-known limitations very soon in the numerical settings considered, i.e. for low diffusion coeffcients.
@article{EP_2018_64_a9,
author = {Samuele Rubino},
title = {A streamline derivative {POD-ROM} for advection-diffusion-reaction equations},
journal = {ESAIM. Proceedings},
pages = {121--136},
year = {2018},
volume = {64},
doi = {10.1051/proc/201864121},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1051/proc/201864121/}
}
Samuele Rubino. A streamline derivative POD-ROM for advection-diffusion-reaction equations. ESAIM. Proceedings, Tome 64 (2018), pp. 121-136. doi: 10.1051/proc/201864121
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