Construction of probability distributions in high dimension using the maximum entropy principle: Applications to stochastic processes, random fields and random matrices

Computational nonlinear stochastic homogenization using a nonconcurrent multiscale approach for hyperelastic heterogeneous microstructures analysis

On the Statistical Dependence for the Components of Random Elasticity Tensors Exhibiting Material Symmetry Properties

Probabilistic model identification of uncertainties in computational models for dynamical systems and experimental validation

Generalized probabilistic approach of uncertainties in computational dynamics using random matrices and polynomial chaos decompositions

A nonparametric probabilistic approach for quantifying uncertainties in low‐dimensional and high‐dimensional nonlinear models