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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

1026551

Uncertainty quantification in molecular dynamics simulations using a stochastic reduced-order basis

 Haoran Wang , Johann Guilleminot , Christian Soize
Engineering Mechanics Institute Conference, EMI 2019, Jun 2019, California Institute of Technology, United States
Communication dans un congrès hal-02175607v1

Stochastic modeling of uncertainties in molecular dynamics simulations using a stochastic reduced-order basis

 Haoran Wang , Johann Guilleminot , Christian Soize
US National Congress on Computational Mechanics, USNCCM 2019, Jul 2019, Austin, Texas, United States
Communication dans un congrès hal-02175610v1