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Christian Soize

Professor Emeritus, Université Gustave Eiffel, MSME UMR 8208
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Présentation

. Statistical Learning, Probabilistic Learning, Machine Learning, and Nonconvex Optimization Problem. . Uncertainty Quantification, stochastic modeling of uncertainties in computational sciences and engineering, their propagation and their quantification solving stochastic inverse problems. . Stochastic multi-scale modeling and application to microstructures of heterogeneous materials. . Computational science, computational mechanics, linear and nonlinear structural dynamics, structural acoustics, vibroacoustics, and coupled systems. . Computational stochastic dynamics for linear and nonlinear dynamical systems.

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Publications

anthony-nouy

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 , Christophe Desceliers , Johann Guilleminot , Anthony Nouy , Guillaume Perrin
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
Communication dans un congrès hal-00989445v1

Random fields representations for stochastic elliptic boundary value problems and high-dimensional statistical inverse problems

Anthony Nouy , Christian Soize
Workshop on Partial Differential Equations with Random Coefficients, Weierstraß-Institut für Angewandte Analysis and Stochastik, Berlin, Germany, November 13-15, 2013. 2013
Autre rapport, séminaire, workshop hal-01818779v1

Random fields representations for stochastic elliptic boundary value problem and statistical inverse problems

Anthony Nouy , Christian Soize
Workshop Interplay of Theory and Numerics for Deterministic and Stochastic Homogenization, Oberwolfach, Germany, March 17-23, 2013. 2013
Autre rapport, séminaire, workshop hal-01818762v1