P. S. Koutsourelakis

Scalable Bayesian reduced-order models for high-dimensional multiscale dynamical systems

P. S. Koutsourelakis, Elias Bilionis, P. Koutsourelakis, 2010, 1001.2753.

A novel Bayesian strategy for the identification of spatially varying material properties and model validation: an application to static elastography

P. S. Koutsourelakis, P. Koutsourelakis, 2012, 1512.05913.

Sparse Variational Bayesian Approximations for Nonlinear Inverse Problems: applications in nonlinear elastography

P. S. Koutsourelakis, Isabell M. Franck, P. Koutsourelakis, 2014, 1412.0473.

Variational Bayesian formulations with sparsity-enforcing priors for model calibration

P. S. Koutsourelakis, I. Franck, 2014 .

Simulation of non-Gaussian processes: Ensemble characteristics of generated sample functions

P. S. Koutsourelakis, G. Deodatis, 2000 .