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Christian Soize

Professor Emeritus, Université Gustave Eiffel, MSME UMR 8208
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. 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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denis-duhamel
"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