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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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jean-marcallain
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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

Statistical inverse method for the multiscale identification of the apparent random elasticity field of heterogeneous microstructures

Christian Soize , Christophe Desceliers , Johann Guilleminot , M.T. Nguyen , Jean-Marc Allain
Workshop on Inverse problems for multiscale and stochastic problems, Oct 2014, Champs-sur-Marne, Marne-la-Vallée, France. pp.Pages: 1-1
Communication dans un congrès hal-01066582v1

Identification of the mesoscale model of a microstructure in using experimental measurements with an image field method and one specimen

M.-T. Nguyen , Christophe Desceliers , Christian Soize , Jean-Marc Allain , H. Gharbi
11th World Congress on Computational Mechanics (WCCM XI), 5th European Conference on Computational Mechanics (ECCM V), 6th European Conference on Computational Fluid Dynamics (ECFD VI), Jul 2014, Barcelona, Spain. pp.1-2
Communication dans un congrès hal-00989431v1