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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

j-yvonnet
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Une méthode multi échelles pour l'homogénéisation de matériaux hétérogènes non linéaires

Alexandre Clément , Julien Yvonnet , Christian Soize
11e colloque national en calcul des structures, CSMA, May 2013, Giens, France
Communication dans un congrès hal-01722066v1
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High-dimension polynomial chaos expansions of effective constitutive equations for hyperelastic heterogeneous random microstructures

A. Clément , Christian Soize , Julien Yvonnet
Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2012), Vienna University of Technology, Sep 2012, Vienna, Austria. pp.1-2
Communication dans un congrès hal-00734170v1

Computational nonlinear stochastic homogenization of hyperelastic heterogeneous materials in high dimensions

A. Clément , Christian Soize , Julien Yvonnet
Euromech colloquium 537 "Multiscale Computational Homogenization of Heterogeneous structures and materials", Mar 2012, Marne-la-Vallée, France. pp.1
Communication dans un congrès hal-00711428v1

Computational nonlinear stochastic homogenization using a non-concurrent multiscale approach for hyperelastic heterogeneous microstructures analysis

A. Clément , Christian Soize , Julien Yvonnet
SIAM Conference on Uncertainty Quantification, Apr 2012, Raleigh, North Carolina, United States. pp.1
Communication dans un congrès hal-00701614v1

A stochastic multiscale approach to deal with the homogenization of random nonlinear heterogeneous materials defined in high dimensional parameters space

A. Clément , Julien Yvonnet , Christian Soize
6th MIT Conference on Computational Fluid and Solid Mechanics, Advances in Solids and Structures, Jun 2011, Cambridge, Massachusetts, United States. pp.1
Communication dans un congrès hal-00701525v1

A stochastic parametric multiscale approach to deal with the homogenization of random nonlinear heterogeneous materials

A. Clément , Christian Soize , Julien Yvonnet
Eleventh U. S. National Congress on Computational Mechanics (USNCCM XI 2011), Jul 2011, Minneapolis, Minnesota, United States. pp.1
Communication dans un congrès hal-00701585v1
Image document

Une méthode multi échelles stochastique en grande dimension pour l'homogénéisation de matériaux hétérogènes non linéaires

A. Clément , Julien Yvonnet , Christian Soize
10ème Colloque National en Calcul des Structures, May 2011, Giens (Var), France. pp.1-2
Communication dans un congrès hal-00773376v1

Non-concurrent computational homogenization of nonlinear, stochastic and viscoelastic materials

Julien Yvonnet , Qi-Chang He , E. Monteiro , A.B. Tran , C. Toulemonde
Shaofan Li (University of California at Berkeley, USA), Xin-Lin Gao (The University of Texas at Dallas, USA). Handbook of Micromechanics and Nanomechanics, Pan Stanford Publishing, pp.1157-1196, 2013
Chapitre d'ouvrage hal-00784037v1