A Reduced Basis Framework: Application to large scale non-linear multi-physics problems
ESAIM. Proceedings, Tome 43 (2013), pp. 225-254
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In this paper we present applications of the reduced basis method (RBM) to large-scale non-linear multi-physics problems. We first describe the mathematical framework in place and in particular the Empirical Interpolation Method (EIM) to recover an affine decomposition and then we propose an implementation using the open-source library Feel++ which provides both the reduced basis and finite element layers. Large scale numerical examples are shown and are connected to real industrial applications arising from the High Field Resistive Magnets development at the Laboratoire National des Champs Magnétiques Intenses.
Affiliations des auteurs :
C. Daversin 1 ; S. Veys 2 ; C. Trophime 1 ; C. Prud’homme 3
@article{EP_2013_43_a15,
author = {C. Daversin and S. Veys and C. Trophime and C. Prud{\textquoteright}homme},
title = {A {Reduced} {Basis} {Framework:} {Application} to large scale non-linear multi-physics problems},
journal = {ESAIM. Proceedings},
pages = {225--254},
year = {2013},
volume = {43},
doi = {10.1051/proc/201343015},
language = {en},
url = {http://geodesic.mathdoc.fr/articles/10.1051/proc/201343015/}
}
TY - JOUR AU - C. Daversin AU - S. Veys AU - C. Trophime AU - C. Prud’homme TI - A Reduced Basis Framework: Application to large scale non-linear multi-physics problems JO - ESAIM. Proceedings PY - 2013 SP - 225 EP - 254 VL - 43 UR - http://geodesic.mathdoc.fr/articles/10.1051/proc/201343015/ DO - 10.1051/proc/201343015 LA - en ID - EP_2013_43_a15 ER -
%0 Journal Article %A C. Daversin %A S. Veys %A C. Trophime %A C. Prud’homme %T A Reduced Basis Framework: Application to large scale non-linear multi-physics problems %J ESAIM. Proceedings %D 2013 %P 225-254 %V 43 %U http://geodesic.mathdoc.fr/articles/10.1051/proc/201343015/ %R 10.1051/proc/201343015 %G en %F EP_2013_43_a15
C. Daversin; S. Veys; C. Trophime; C. Prud’homme. A Reduced Basis Framework: Application to large scale non-linear multi-physics problems. ESAIM. Proceedings, Tome 43 (2013), pp. 225-254. doi: 10.1051/proc/201343015
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