Internal states of model isotropic granular packings, Physical Review E, p.76, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00148554
Sequential design of computer experiments for the estimation of a probability of failure, Statistics and Computing, vol.34, issue.4, pp.773-793, 2012. ,
DOI : 10.1007/s11222-011-9241-4
URL : https://hal.archives-ouvertes.fr/hal-00689580
Nouvel algorithme doptimisation bayésien utilisant une approche Monte-Carlo séquentielle ,
Fast uncertainty reduction strategies relying on Gaussian process models, 2013. ,
URL : https://hal.archives-ouvertes.fr/tel-00879082
Geostatistics: Modeling Spatial Uncertainty, 2012. ,
Statistics for spatial data, 1993. ,
The correct Kriging variance estimated by bootstrapping, Journal of the Operational Research Society, vol.30, issue.4, pp.400-409, 2006. ,
DOI : 10.1111/1467-9469.00325
Phase diagram of highly asymmetric binary hard-sphere mixtures, Physical Review E, vol.59, issue.5, pp.5744-5770, 1999. ,
DOI : 10.1103/PhysRevE.59.5744
Sands, Powders, and Grains: An Introduction To the Physics of Granular Materials, 1999. ,
DOI : 10.1007/978-1-4612-0499-2
Close packing density of polydisperse hard spheres, The Journal of Chemical Physics, vol.131, issue.24, p.244104, 2009. ,
DOI : 10.1063/1.3276799
rPython: Package allowing R to call Python, 2013. R package version 0, pp.0-4 ,
Towards gaussian process-based optimization with finite time horizon , in mODa 9 ? Advances in Model-Oriented Design and Analysis, Contributions to Statistics, pp.89-96, 2010. ,
Kriging Is Well-Suited to Parallelize Optimization, Computational Intelligence in Expensive Optimization Problems, 2010. ,
DOI : 10.1007/978-3-642-10701-6_6
URL : https://hal.archives-ouvertes.fr/emse-00436126
The Elements of Statistical Learning, 2001. ,
The non-smooth contact dynamics method, Computer methods in applied mechanics and engineering, pp.235-257, 1999. ,
A taxonomy of global optimization methods based on response surfaces, Journal of Global Optimization, vol.21, issue.4, pp.345-383, 2001. ,
DOI : 10.1023/A:1012771025575
Efficient global optimization of expensive black-box functions, Journal of Global Optimization, vol.13, issue.4, pp.455-492, 1998. ,
DOI : 10.1023/A:1008306431147
Cube root asymptotics, The Annals of Statistics, pp.191-219, 1990. ,
Packing of Compressible Granular Materials, Physical Review Letters, vol.84, issue.18, pp.4160-4163, 2000. ,
DOI : 10.1103/PhysRevLett.84.4160
The intrinsic random functions and their applications, Advances in Applied Probability, vol.98, issue.03, pp.439-468, 1973. ,
DOI : 10.1017/S0001867800039379
Genetic optimization using derivatives: The rgenoud package for r, Journal of Statistical Software, vol.42, issue.11, pp.1-26, 2011. ,
Bayesian Approach to Global Optimization, Theory and Applications, 1989. ,
Theory of Random Sets, 2005. ,
Unilateral contact and dry friction in finite freedom dyanmics, Non Smooth Mechanics and Applications, CISM Courses and Lectures, pp.1-82, 1988. ,
The Bayesian bridge between simple and universal kriging, Mathematical Geology, vol.19, issue.7, pp.767-786, 1989. ,
DOI : 10.1007/BF00893321
Noisy kriging-based optimization methods: A unified implementation within the DiceOptim package, Computational Statistics & Data Analysis, vol.71, pp.71-1035, 2014. ,
DOI : 10.1016/j.csda.2013.03.018
Adaptive Designs of Experiments for Accurate Approximation of a Target Region, Journal of Mechanical Design, vol.132, issue.7, p.132, 2010. ,
DOI : 10.1115/1.4001873
URL : https://hal.archives-ouvertes.fr/emse-00699752
Granular Segregation as a Critical Phenomenon, Physical Review Letters, vol.89, issue.24, p.89, 2002. ,
DOI : 10.1103/PhysRevLett.89.244301
DiceKriging, DiceOptim: Two R packages for the analysis of computer experiments by kriging-based metamodelling and optimization, Journal of Statistical Software, p.51, 2012. ,
URL : https://hal.archives-ouvertes.fr/emse-00741762
The Design and Analysis of Computer Experiments, 2003. ,
DOI : 10.1007/978-1-4757-3799-8
Profile Likelihood and Conditionally Parametric Models, The Annals of Statistics, vol.20, issue.4, pp.1768-1802, 1992. ,
DOI : 10.1214/aos/1176348889
Interpolation of Spatial Data: Some Theory for Kriging, 1999. ,
DOI : 10.1007/978-1-4612-1494-6
Convergence properties of the expected improvement algorithm with fixed mean and covariance functions, Journal of Statistical Planning and Inference, vol.140, issue.11, pp.3088-3095, 2010. ,
DOI : 10.1016/j.jspi.2010.04.018
URL : https://hal.archives-ouvertes.fr/hal-00217562
Optimisation de fonctions coûteuses, 2008. ,
An informational approach to the global optimization of expensive-to-evaluate functions, Journal of Global Optimization, vol.10, issue.5, pp.44-509, 2009. ,
DOI : 10.1007/s10898-008-9354-2
URL : https://hal.archives-ouvertes.fr/hal-00354262