Multi-fidelity uncertainty quantification of high Reynolds number turbulent flow around a rectangular 5:1 Cylinder |
Sakuma, Mayu
(Department of Civil, Geo and Environmental Engineering, Technical University of Munich)
Pepper, Nick (Department of Aeronautics, Imperial College London) Warnakulasuriya, Suneth (Department of Civil, Geo and Environmental Engineering, Technical University of Munich) Montomoli, Francesco (Department of Aeronautics, Imperial College London) Wuch-ner, Roland (Department of Civil, Geo and Environmental Engineering, Technical University of Munich) Bletzinger, Kai-Uwe (Department of Civil, Geo and Environmental Engineering, Technical University of Munich) |
1 | Dubreuil, S., Berveiller, M., Petitjean, F. and Salaun, M. (2014), "Construction of bootstrap confidence intervals on sensitivity indices computed by polynomial chaos expansion", Reliab. Eng. Syst. Safety, 121, 263-275. https://doi.org/10.1016/j.ress.2013.09.011. DOI |
2 | Eldred, M.S., Ng, L.W.T., Barone, M.F. and Domino, S.P. (2015), Multifidelity Uncertainty Quantification Using Spectral Stochastic Discrepancy Models, Springer International Publishing. |
3 | Ahlfeld, R., Belkouchi, B. and Montomoli, F. (2016), "SAMBA: sparse approximation of moment-based arbitrary polynomial chaos", J. Comput. Phys., 320(1), 1-16. https://doi.org/10.1016/j.jcp.2016.05.014. DOI |
4 | Bronkhorst, A.J., Geurts. C.P.W. and van Bentum, C.A. (2011), "Unsteady pressure measurements on a 5:1 rectangular cylinder", In "13th International Conference on Wind Engineering. |
5 | Codina, R., Principe, J., Guasch, O. and Badia, S. (2007), "Time dependent subscales in the stabilized finite element approximation of incompressible flow problems", Comput. Meth. Appl. Mech. Eng., 196(21-24), 2413-2430. https://doi.org/10.1016/j.cma.2007.01.002. DOI |
6 | Iaccarino, G., Ooi, A., Durbin, P. and Behnia, M. (2003), "Reynolds averaged simulation of unsteady separated flow", Int. J. Heat Fluid Flow, 24(2), 147-156. https://doi.org/10.1016/S0142-727X(02)00210-2. DOI |
7 | Pepper, N., Montomoli, F. and Sharma, S. (2021), "Data fusion for uncertainty quantification with non-Intrusive polynomial chaos", Comput. Meth. Appl. Mech. Eng., 374, 113577. https://doi.org/10.1016/j.cma.2020.113577. DOI |
8 | Ghanem, R. (2017), Handbook of Uncertainty Quantification, Springer, Berlin Heidelberg. |
9 | Xiu, D. and Karniadakis, G.E. (2002), "The Wiener--Askey polynomial chaos for stochastic differential equations", SIAM Journal Sci. Comput., 24(2), 619-644. DOI |
10 | Bruno, L., Salvetti, M.V. and Ricciardelli, F. (2014), "Benchmark on the Aerodynamics of a Rectangular 5:1 Cylinder: An overview after the first four years of activity", J. Wind Eng. Ind. Aerod., 126, 87-106. https://doi.org/10.1016/j.jweia.2014.01.005. DOI |
11 | Wornom, S., Ouvrard, H., Salvetti, M.V., Koobus, B. and Dervieux, A. (2011), "Variational multiscale large-eddy simulations of the flow past a circular cylinder: Reynolds number effects", Comput. Fluids, 47(1), 44-50. https://doi.org/10.1016/j.compfluid.2011.02.011. DOI |
12 | Stewart, M.G. and Deng, X. (2015), "Climate impact risks and climate adaptation engineering for built infrastructure", ASCEASME J. Risk Uncertain. Eng. Syst., Part A: Civil Eng., 1(1), 04014001. https://doi.org/10.1061/AJRUA6.0000809. DOI |
13 | Loeven, A. and Bijl, H. (2009), "An efficient framework for uncertainty quantification in CFD using Probabilistic Collocation", In 50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference 17th AIAA/ASME/AHS Adaptive Structures Conference 11th AIAA. |
14 | Mariotti, A., Siconolfi, L. and Salvetti, M. (2017), "Stochastic sensitivity analysis of large-eddy simulation predictions of the flow around a 5:1 rectangular cylinder", Europ. J. Mech. B/Fluids, 62, 149-165. DOI |
15 | Rocchio, B., Mariotti, A. and Salvetti, M. (2020), "Flow around a 5:1 rectangular cylinder: Effects of upstream-edge rounding", J. Wind Eng. Ind. Aerod., 204, 104237. https://doi.org/10.1016/j.jweia.2020.104237. DOI |
16 | Wood, W., Bossak, M. and Zienkiewicz, O. (1980), "An alpha modification of Newmark's method", Int. J. Numer. Meth. Eng., 15(10), 1562-1566. DOI |
17 | Dalmau, J.C., de Navarra, E.O.I. and Rossi, R. (2016), Applications of Turbulence Modeling in Civil Engineering, Ph.D. Dissertation, UPC, Departament de Resistencia de Materials i Estructures a l'Enginyeria. |
18 | Le Maitre, O.P. and Knio, O.M. (2010), Spectral Methods for Uncertainty Quantification: With Applications to Computational Fluid Dynamics, Scientific Computation, Springer. |
19 | Ferrandiz, V.M., Bucher, P., Rossi, R., Zorrilla, R., Cotela, J., Maria, J., Celigueta, M.A. and Casas, G. (2020), "KratosMultiphysics", https://zenodo.org/record/3234644. |
20 | Hughes, T.J. (1995), "Multiscale phenomena: Green's functions, the Dirichlet-to-Neumann formulation, subgrid scale models, bubbles and the origins of stabilized methods", 127(1-4), 387-401. https://doi.org/10.1016/0045-7825(95)00844-9. DOI |
21 | Golub, G.H. and Welsch, J.H. (1969), "Calculation of Gauss quadrature rules", Mathem. Comput., 23(106), 221-230. https://doi.org/10.1090/S0025-5718-69-99647-1. DOI |
22 | Kuzmin, D., Lohner, R. and Turek, S. (2012), "Flux-corrected transport: principles, algorithms, and applications", Springer Science & Business Media. |
23 | Rutishauser, H. (1963), "On a modification of the QD-algorithm with Graeffe-type convergence", In "Proc. IFIP Congress, 62, 93-96. |
24 | Sudret, B. (2008), "Global sensitivity analysis using polynomial chaos expansions", Reliab. Eng. Syst. Safety, 93(7), 964-979. https://doi.org/10.1016/j.ress.2007.04.002. DOI |
25 | Witteveen, J., Omrani, P., Mariotti, A., Salvetti, M., Bruno, L. and Coste, N. (2014), "Uncertainty quantification of the aerodynamics of a rectangular 5:1 cylinder". |
26 | Mariotti, A., Salvetti, M., Shoeibi Omrani, P. and Witteveen, J. (2016), "Stochastic analysis of the impact of freestream conditions on the aerodynamics of a rectangular 5:1 cylinder", Comput. Fluids, 136(10), 170-192. https://doi.org/10.1016/j.compfluid.2016.06.008. DOI |
27 | Ouvrard, H., Koobus, B., Dervieux, A. and Salvetti, M.V. (2010), "Classical and variational multiscale LES of the flow around a circular cylinder on unstructured grids", Comput. Fluids, 39(7), 1083-1094. https://doi.org/10.1016/j.compfluid.2010.01.017. DOI |
28 | Peherstorfer, B., Willcox, K. and Gunzburger, M. (2018), "Survey of multifidelity methods in uncertainty propagation, inference, and optimization", SIAM Rev. 60(3), 550-591. https://doi.org/10.1137/16M1082469. DOI |
29 | Schewe, G. (2013), "Reynolds-number-effects in flow around a rectangular cylinder with aspect ratio 1:5", J. Fluids Struct., 39, 15-26. https://doi.org/10.1016/j.jfluidstructs.2013.02.013. DOI |
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