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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

873183
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Theoretical framework and experimental procedure for modelling mesoscopic volume fraction stochastic fluctuations in fiber reinforced composites

 J. Guilleminot , Christian Soize , D. Kondo , C. Binetruy
International Journal of Solids and Structures, 2008, 45 (21), pp.5567-5583. ⟨10.1016/j.ijsolstr.2008.06.002⟩
Article dans une revue hal-00684818v1

Probabilistic modeling of the elasticity tensor random field at the mesoscale of reinforced composites

 J. Guilleminot , Christian Soize , D. Kondo , C. Binetruy
Tenth U. S. National Congress on Computational Mechanics (USNCCM X 2009), Jul 2009, Columbus, Ohio, United States. pp.1-1
Communication dans un congrès hal-00699005v1
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Stochastic modeling of the mesoscopic elasticity tensor random field for composite materials

 J. Guilleminot , Christian Soize , D. Kondo , C. Binetruy
17th International Conference on Composite Materials (ICCM), University of Edinburgh, Jul 2009, Edinburgh, United Kingdom. pp.1-2
Communication dans un congrès hal-00699010v1
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On modelling reinforced composites exhibiting stochastic fluctuations on volume fraction: a stochastic micromechanical approach

 J. Guilleminot , Christian Soize , D. Kondo , C. Binetruy
XXII ICTAM, International Congress of Theoretical and Applied Mechanics, School of Mathematical Sciences, University of Adelaide,, Aug 2008, Adelaide, Australia. pp.1-2
Communication dans un congrès hal-00698977v1

On stochastic homogenization of fiber reinforced composites exhibiting a randomly fluctuating volume fraction

 J. Guilleminot , Christian Soize , D. Kondo , C. Binetruy
8th World Congress on Computational Mechanics(WCCM8) coupled with the 5th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2008), Jun 2008, Venice, Italy. pp.1-1
Communication dans un congrès hal-00698984v1
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Effet des fluctuations de fractions volumiques en contexte stochastique : construction d'un modèle probabiliste et stratégie de résolution

 J. Guilleminot , Christian Soize , D. Kondo , C. Binetruy
CFM 2007 - 18ème Congrès Français de Mécanique, Aug 2007, Grenoble, France
Communication dans un congrès hal-00773361v1