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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

tien-thinh-le
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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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Modélisation stochastique continue et identification inverse d'interphases aléatoires à partir de simulations atomistiques

Thinh-Tien Le , Johann Guilleminot , Christian Soize
22ème Congrès Français de Mécanique 2015 (CFM 2015), Aug 2015, Lyon, France. pp.1-2
Communication dans un congrès hal-01192569v1

Stochastic continuum modeling of random interphases based on atomistic simulations: application to a nanoreinforced polymer

Thinh-Tien Le , Johann Guilleminot , Christian Soize
13th U.S. National Congress on Computational Mechanics (U8SNCCM 2015), Jul 2015, San Diego, CA, United States
Communication dans un congrès hal-01192567v1
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Stochastic continuum modeling of random interphases from atomistic simulations

Thinh-Tien Le , J. Guilleminot , Christian Soize
Euromech 559, Multi-scale computational methods for bridging scales in materials and structures, Eindhoven University of Technology, Feb 2015, Eindhoven, Netherlands. pp.1-2
Communication dans un congrès hal-01158280v1

Stochastic multiscale modeling of random interphases in nanoreinforced polymers

Thinh-Tien Le , Johann Guilleminot , Christian Soize
UNCECOMP 2015, 1st ECCOMAS Thematic International Conference on Uncertainty Quantification in Computational Sciences and Engineering, May 2015, The Island of Crete, Greece
Communication dans un congrès hal-01158283v1
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Modélisation probabiliste des effets de surface pour des matériaux nano-renforcés

T. T. Le , Johann Guilleminot , Christian Soize
21ème Congrès Français de Mécanique 2013 (CFM 2013), Aug 2013, Bordeaux, France. pp.1-6
Communication dans un congrès hal-00861327v1