Abstract
In this work we apply reduced basis methods for parametric PDEs to an isogeometric formulation based on NURBS. We propose an integrated and complete work pipeline from CAD to parametrization of domain geometry, then from full order to certified reduced basis solution. IsoGeometric Analysis (IGA), as well as reduced basis methods for parametric PDEs growing research themes in scientific computing and computational mechanics. Their combination enhances the solution of some class of problems, especially the ones characterized by parametrized geometries. This work shows that it is also possible for some class of problems to deal with affine geometrical parametrization combined with a NURBS IGA formulation. In this work we show a certification of accuracy and a complete integration between IGA formulation and parametric certified greedy RB formulation by introducing two numerical examples in heat transfer with different parametrization.
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References
Y. Bazilevs, L. Beirao da Veiga, J.A. Cottrell, T.J.R. Hughes, G. Sangalli, Isogeometric analysis: approximation, stability and error estimates for h-refined meshes. Math. Models Methods Appl. Sci. 16(7), 1031–1090 (2006)
F. Chinesta, A. Huerta, G. Rozza, K. Willcox, Model Order Reduction. Encyclopedia of Computational Mechanics (Elsevier, Amsterdam, 2016)
J.A. Cottrell, T.J.R. Hughes, Y. Bazilevs, Isogeometric analysis: toward integration of CADand FEA (John Wiley & Sons, Chichester, 2009)
M.G. Cox, The numerical evaluation of b-splines. IMA J. Appl. Math. 10(2), 134–149 (1972)
C. De Boor, On calculating with B-splines. J. Approx. Theory 6(1), 50–62 (1972)
C. De Falco, A. Reali, R. Vázquez, GeoPDEs: a research tool for isogeometric analysis of PDEs. Adv. Eng. Softw. 42(12), 1020–1034 (2011)
J.S. Hesthaven, G. Rozza, B. Stamm, Certified Reduced Basis Methods for Parametrized Partial Differential Equations. Springer Briefs in Mathematics (Springer, Berlin, 2015)
T.J.R. Hughes, J.A. Cottrell, Y. Bazilevs, Isogeometric analysis: cad, finite elements, nurbs, exact geometry and mesh refinement. Comput. Methods Appl. Mech. Eng. 194(39), 4135–4195 (2005)
D.B.P. Huynh, N.C. Nguyen, G. Rozza, A.T. Patera, rbMIT software: copyright MIT. Technology Licensing Office (2006/2007), http://augustine.mit.edu/
D.B.P. Huynh, G. Rozza, S. Sen, A.T. Patera, A successive constraint linear optimization method for lower bounds of parametric coercivity and inf-sup stability constants. C.R. Math. 345(8), 473–478 (2007)
A. Manzoni, F. Salmoiraghi, L. Heltai, Reduced basis isogeometric methods (RB-IGA) for the real-time simulation of potential flows about parametrized NACA airfoils. Comput. Methods Appl. Mech. Eng. 284, 1147–1180 (2015)
A.T. Patera, G. Rozza, Reduced Basis Approximation and a Posteriori Error Estimation for Parametrized Partial Differential Equations. MIT (2007), http://augustine.mit.edu/
A. Quarteroni, G. Rozza, A. Manzoni, Certified reduced basis approximation for parametrized partial differential equations and applications. J. Math. Ind. 1(1), 1–49 (2011)
G. Rozza, Reduced basis approximation and error bounds for potential flows in parametrized geometries. Commun. Comput. Phys. 9, 1–48 (2011)
G. Rozza, D.B.P. Huynh, A.T. Patera, Reduced basis approximation and a posteriori error estimation for affinely parametrized elliptic coercive partial differential equations. Arch. Comput. Meth. Eng. 15(3), 229–275 (2008)
F. Salmoiraghi, F. Ballarin, L. Heltai, G. Rozza, Isogeometric analysis-based reduced order modelling for incompressible linear viscous flows in parametrized shapes. Adv. Model. Simul. Eng. Sci. 3, 21 (2016)
The MathWorks Inc. Matlab. version 8.1.0.604 (R2013a) (2013)
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Devaud, D., Rozza, G. (2017). Certified Reduced Basis Method for Affinely Parametric Isogeometric Analysis NURBS Approximation. In: Bittencourt, M., Dumont, N., Hesthaven, J. (eds) Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2016. Lecture Notes in Computational Science and Engineering, vol 119. Springer, Cham. https://doi.org/10.1007/978-3-319-65870-4_3
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DOI: https://doi.org/10.1007/978-3-319-65870-4_3
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