Bearing Capacity of Strip Footings on Spatially Random Soils Using Sparse Polynomial Chaos Expansion, GeoRisk 2011, pp.2039-2060, 2013. ,
DOI : 10.1061/41183(418)21
URL : https://hal.archives-ouvertes.fr/hal-01005286
Stochastic finite element: a non intrusive approach by regression, Revue europ??enne de m??canique num??rique, vol.15, issue.1-2-3, pp.1-3, 2006. ,
DOI : 10.3166/remn.15.81-92
Adaptive sparse polynomial chaos expansion based on least angle regression, Journal of Computational Physics, vol.230, issue.6, pp.2345-2367, 2011. ,
DOI : 10.1016/j.jcp.2010.12.021
Karhunen???Lo??ve expansion for multi-correlated stochastic processes, Probabilistic Engineering Mechanics, vol.34, pp.157-167, 2013. ,
DOI : 10.1016/j.probengmech.2013.09.004
Least angle regression, Annals of Statistics, vol.32, pp.407-499, 2004. ,
Stochastic Finite Elements: A Spectral Approach, 2003. ,
DOI : 10.1007/978-1-4612-3094-6
Gaussian Fields and Constrained Simulations of the Large-Scale Structure, In Data Anal. Cosmol. Lect. Notes Phys, pp.565-583, 2009. ,
DOI : 10.1007/978-3-540-44767-2_17
Constrained realizations of Gaussian fields - A simple algorithm, The Astrophysical Journal, vol.380, pp.5-8, 1991. ,
DOI : 10.1086/186160
Optimal Discretization of Random Fields, Journal of Engineering Mechanics, vol.119, issue.6, pp.1136-1154, 1993. ,
DOI : 10.1061/(ASCE)0733-9399(1993)119:6(1136)
Probabilistic theory of structural dynamics, 1967. ,
UQLab: A Framework for Uncertainty Quantification in Matlab, Vulnerability, Uncertainty, and Risk, 2014. ,
DOI : 10.1061/9780784413609.257
Polynomials chaos expansions and stochastic finite element methods, Risk Reliab. Geotech. Eng., Chapter, 2015. ,
Global sensitivity analysis using polynomial chaos expansions, Reliability Engineering & System Safety, vol.93, issue.7, pp.964-979, 2008. ,
DOI : 10.1016/j.ress.2007.04.002
URL : https://hal.archives-ouvertes.fr/hal-01432217
Stochastic finite elements and reliability: a state-of-the-art report, 2000. ,
Random Fields: Analysis & Synthesis, Journal of Vibration Acoustics Stress and Reliability in Design, vol.107, issue.2, 1983. ,
DOI : 10.1115/1.3269255
Simulation of simply cross correlated random fields by series expansion methods, Structural Safety, vol.30, issue.4, pp.337-363, 2008. ,
DOI : 10.1016/j.strusafe.2007.05.002