Computational Aspects for Constructing Realizations of Polynomial Chaos in High Dimension. - Christian Soize; Christophe Desceliers (SIAM J. Sci. Comput., 2010)

Ultrasound Wave Propagation in a Stochastic Cortical Bone Plate. - Salah Naili; Vu-Hieu Nguyen; Mai-Ba Vu; Christophe Desceliers; Christian Soize (KSE (2), 2013)

A robust solution of a statistical inverse problem in multiscale computational mechanics using an artificial neural network. - Florent Pled; Christophe Desceliers; Tianyu Zhang (CoRR, 2020)

Sampling of Bayesian posteriors with a non-Gaussian probabilistic learning on manifolds from a small dataset. - Christian Soize; Roger G. Ghanem; Christophe Desceliers (Stat. Comput., 2020)