Representations of non-Gaussian positive-definite matrix-valued random fields for elliptic BVP and statistical inverse identification in high dimension using partial and limited experimental data

Christian Soize (1) , Christophe Desceliers (1) , Johann Guilleminot (1) , Anthony Nouy (2) , Guillaume Perrin (3, 1, 4)

1 MSME - Laboratoire de Modélisation et Simulation Multi Echelle
2 GeM - Institut de Recherche en Génie Civil et Mécanique
3 SNCF - Direction de l'Innovation et de la Recherche
4 Dynamique des structures et identification

Domaines: Probabilités [math.PR]; Statistiques [math.ST]; Théorie [stat.TH]

Christian Soize, Christophe Desceliers, Johann Guilleminot, Anthony Nouy, Guillaume Perrin. Representations of non-Gaussian positive-definite matrix-valued random fields for elliptic BVP and statistical inverse identification in high dimension using partial and limited experimental data. Workshop on Numerical Methods for High-Dimensional Problems, Ecole des Ponts ParisTech, Apr 2014, Champs-sur-Marne, Marne-la-Vallée, France. pp.Pages: 1-2. ⟨hal-00989445⟩