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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

930371
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Stochastic representations and statistical inverse identification for uncertainty quantification in computational mechanics

Christian Soize , Christophe Desceliers , Johann Guilleminot , Thinh-Tien Le , Manh-Tu Nguyen
(Plenary Lecture) UNCECOMP 2015, 1st ECCOMAS Thematic International Conference on Uncertainty Quantification in Computational Sciences and Engineering, M. Papadrakakis, May 2015, The Island of Crete, Greece. pp.1-26
Communication dans un congrès hal-01158252v1
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Méthodologie d'identification du modèle probabiliste mésoscopique du champ de tenseur d'élasticité pour des microstructures complexes avec des mesures aux échelles mésoscopiques et macroscopiques

M.-T. Nguyen , Christophe Desceliers , Christian Soize
CSMA 2013, 11e Colloque National en Calcul des Structures, May 2013, Presqu'île de Giens, Giens (Var), France. pp.1-6
Communication dans un congrès hal-00808855v1

Identification of a prior probabilistic mesoscale model with experimental multiscale observations of one specimen under external loads

Christophe Desceliers , M.-T. Nguyen , Christian Soize
12th U.S. National Congress on Computational Mechanics, USNCCM XII 2013, University of North Carolina, Jul 2013, Raleigh, North Carolina, United States. pp.Pages: 1-1
Communication dans un congrès hal-00861343v1
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Identification of a mesoscale model with multiscale experimental observations

M.-T. Nguyen , Christophe Desceliers , Christian Soize
IUTAM Symposium on Multiscale Modeling and Uncertainty Quantification of Materials and Structures, IUTAM, Sep 2013, Santorini Island, Greece. pp.1-13
Communication dans un congrès hal-00862219v1
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Identification of an elasticity-tensor random field at mesoscopic scale using experimental measurements at mesoscopic and macroscopic scales for complex hierarchical microstructures

M.-T. Nguyen , Christophe Desceliers , Christian Soize
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-00734172v1