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Alleviating mesh constraints: model reduction, parallel time integration and high resolution homogenization. (English) Zbl 1169.74530

Summary: Industrial processes involving composite materials need for efficient numerical simulations in order to optimize the process parameters. Even if the thermo-mechanical models are nowadays well established, efficient simulations need for further developments. In this work we are addressing some of these issues, in particular the one related to fast solutions combining model reduction and parallel time integration. A separated representation will be also proposed in the context of material homogenization allowing to alleviate the usual mesh constraints.

MSC:

74Q10 Homogenization and oscillations in dynamical problems of solid mechanics
74E30 Composite and mixture properties
74F05 Thermal effects in solid mechanics

References:

[1] Ammar, A.; Ryckelynck, D.; Chinesta, F.; Keunings, R., On the reduction of kinetic theory models related to finitely extensible dumbbells, J. Non-Newton. Fluid Mech., 134, 136-147 (2006) · Zbl 1123.76309
[2] Ammar, A.; Mokdad, B.; Chinesta, F.; Keunings, R., A new family of solvers for some classes of multidimensional partial differential equations encountered in kinetic theory modeling of complex fluids, J. Non-Newton. Fluid Mech., 139, 153-176 (2006) · Zbl 1195.76337
[3] Ammar, A.; Mokdad, B.; Chinesta, F.; Keunings, R., A new family of solvers for some classes of multidimensional partial differential equations encountered in kinetic theory modeling of complex fluids. Part II: Transient simulation using space-time separated representation, J. Non-Newton. Fluid Mech., 144, 98-121 (2007) · Zbl 1196.76047
[4] Beylkin, G.; Mohlenkamp, M., Algorithms for numerical analysis in high dimensions, SIAM J. Sci. Com., 26/6, 2133-2159 (2005) · Zbl 1085.65045
[5] Bialecki, R. A.; Kassab, A. J.; Fic, A., Proper orthogonal decomposition and modal analysis for acceleration of transient FEM thermal analysis, Int. J. Numer. Meth. Engrg., 62, 774-797 (2005) · Zbl 1092.80010
[6] Bungartz, H. J.; Griebel, M., Sparse grids, Acta Numer., 13, 1-123 (2004)
[7] Burkardt, J.; Gunzburger, M.; Lee, H.-Ch., POD and CVT-based reduced-order modeling of Navier-Stokes flows, Comput. Methods Appl. Mech. Engrg., 196, 337-355 (2006) · Zbl 1120.76323
[8] Chaidron, G.; Chinesta, F., On the steady solution of non-linear advection problems in steady recirculating flows, Comput. Methods Appl. Mech. Engrg., 191, 1159-1172 (2002) · Zbl 0997.76008
[9] Chinesta, F.; Chaidron, G., On the steady solution of linear advection problems in steady recirculating flows, J. Non-Newton. Fluid Mech., 98, 65-80 (2001) · Zbl 0973.76004
[10] Chinesta, F.; Torres, R.; Ramón, A.; Rodrigo, M. C.; Rodrigo, M., Homogenized thermal model in foods containing particulates, Int. J. Thermal Sci., 41, 1141-1150 (2002)
[11] Gunzburger, M. D.; Peterson, J. S.; Shadid, J. N., Reduced-order modeling of time-dependent PDEs with multiple parameters in the boundary data, Comput. Methods Appl. Mech. Engrg., 196, 1030-1047 (2007) · Zbl 1121.65354
[12] Kanit, T.; Forest, S.; Galliet, I.; Mounoury, V.; Jeulin, D., Determination of the size of the representative volume element for random composites: statistical and numerical approach, Int. J. Solids Struct., 40, 3647-3679 (2003) · Zbl 1038.74605
[13] Lions, J.-L.; Maday, Y.; Turinici, G., Résolution d’edp par un schéma en temps “pararéelle”, C.R. Acad. Sci. Paris, 332, 661-668 (2001) · Zbl 0984.65085
[14] Maday, Y.; Ronquist, E. M., The reduced basis element method: application to a thermal fin problem, SIAM J. Sci. Comput., 26/1, 240-258 (2004) · Zbl 1077.65120
[15] Park, H. M.; Cho, D. H., The use of the Karhunen-Loève decomposition for the modelling of distributed parameter systems, Chem. Engrg. Sci., 51, 81-98 (1996)
[16] Ryckelynck, D., A priori hyper-reduction method: an adaptive approach, J. Comput. Phys., 202, 346-366 (2005) · Zbl 1288.65178
[17] Ryckelynck, D.; Hermanns, L.; Chinesta, F.; Alarcón, E., An efficient “a priori” model reduction for boundary element models, Engrg. Anal. Bound. Elem., 29, 796-801 (2005) · Zbl 1182.76913
[18] Ryckelynck, D.; Chinesta, F.; Cueto, E.; Ammar, A., On the a “priori” model reduction: overview and recent developments, Arch. Comput. Methods Engrg. State Art Rev., 13/1, 91-128 (2006) · Zbl 1142.76462
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