O. Sen, S. Davis, G. Jacobs, and H. S. , Udaykumar: Evaluation of convergence behavior of metamodeling techniques for bridging scales in multi-scale multimaterial simulation, J. Comput. Phys, pp.294-585, 2015.

P. Benner, M. Ohlberger, A. Cohen, and K. , Willcox: Model Reduction and Approximation: Theory and Algorithms, 2017.

A. Chkifa, A. Cohen, and C. Schwab, High-Dimensional Adaptive Sparse Polynomial Interpolation and Applications to Parametric PDEs, Foundations of Computational Mathematics, vol.4, issue.1, pp.601-633, 2014.
DOI : 10.1137/070680540

URL : https://hal.archives-ouvertes.fr/hal-01350602

A. Chkifa, A. Cohen, G. Migliorati, F. Nobile, and R. , Tempone: Discrete least squares polynomial approximation with random evaluations ? application to parametric and stochastic elliptic PDEs, pp.2-49, 2015.
DOI : 10.1051/m2an/2014050

URL : http://repository.kaust.edu.sa/kaust/bitstream/10754/550822/1/m2an140050-s.pdf

T. J. Sullivan, Introduction to Uncertainty Quantification
DOI : 10.1007/978-3-319-23395-6

M. Arnst and J. Ponthot, AN OVERVIEW OF NONINTRUSIVE CHARACTERIZATION, PROPAGATION, AND SENSITIVITY ANALYSIS OF UNCERTAINTIES IN COMPUTATIONAL MECHANICS, International Journal for Uncertainty Quantification, vol.4, issue.5, pp.387-421, 2014.
DOI : 10.1615/Int.J.UncertaintyQuantification.2014006990

D. L. Johnson, J. Koplik, and R. , Theory of dynamic permeability and tortuosity in fluid-saturated porous media, Journal of Fluid Mechanics, vol.24, issue.-1, pp.379-402, 1987.
DOI : 10.1121/1.388036

Y. Champoux and J. F. Allard, Dynamic tortuosity and bulk modulus in air???saturated porous media, Journal of Applied Physics, vol.87, issue.4, pp.1975-1979, 1991.
DOI : 10.1121/1.2027977

S. R. Pride, F. D. Morgan, and A. F. Gangi, Drag forces of porous-medium acoustics, Physical Review B, vol.51, issue.9, pp.4964-4978, 1993.
DOI : 10.1190/1.1442128

D. Lafarge, P. Lemarinier, J. F. Allard, and V. Tarnow, Dynamic compressibility of air in porous structures at audible frequencies, The Journal of the Acoustical Society of America, vol.102, issue.4, pp.1995-2006, 1997.
DOI : 10.1121/1.419690

J. Allard and N. , Atalla: Propagation of Sound in Porous Media: Modelling Sound Absorbing Materials ? 2nd ed, 2009.

C. Perrot, F. Chevillotte, G. Bonnet, F. Bécot, L. Gautron et al., Duval: Microstructure, transport, and acoustic properties of open-cell foam samples: Experiments and three-dimensional numerical simulations, J. App. Phys, pp.111-014911, 2012.

F. Chevillotte and C. , Effect of the three-dimensional microstructure on the sound absorption of foams: A parametric study, The Journal of the Acoustical Society of America, vol.142, issue.2, pp.1130-1140, 2017.
DOI : 10.1121/1.4999058

URL : https://hal.archives-ouvertes.fr/hal-01580022