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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

julien-sanahuja

Non-concurrent computational homogenization of nonlinear, stochastic and viscoelastic materials

Julien Yvonnet , Qi-Chang He , E. Monteiro , A.B. Tran , C. Toulemonde
Shaofan Li (University of California at Berkeley, USA), Xin-Lin Gao (The University of Texas at Dallas, USA). Handbook of Micromechanics and Nanomechanics, Pan Stanford Publishing, pp.1157-1196, 2013
Chapitre d'ouvrage hal-00784037v1