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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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Compétences

Publications

924667

Approche probabiliste globale/locale pour l'analyse dynamique en basses et moyennes fréquences des structures complexes

Anas Batou , Christian Soize , Olivier Ezvan , Adrien Arnoux
13ème Congrès Français d'Acoustique et 20ème colloque VIbrations, SHocks and NOise 2016, Apr 2016, Le Mans, France
Communication dans un congrès hal-01303188v1
Image document

Reduced-order model in structural dynamics for high-modal density in the LF range. Applications to automotive vehicle and fuel assemblies.

Anas Batou , Christian Soize , A. Arnoux , L. Gagliardini , N. Brie
DINAME 2013, XV International Symposium on Dynamic Problems of Mechanics., ABCM, Feb 2013, Rio de Janeiro, Brazil. pp.1-10
Communication dans un congrès hal-00806393v1
Image document

Stochastic reduced-order model for dynamical structures having a high modal density in the low frequency range

A. Arnoux , Anas Batou , Christian Soize , L. Gagliardini
International Symposium on Computational Modelling and Analysis of Vehicle Body Noise and Vibration, University of Sussex, Mar 2012, Brighton, United Kingdom. pp.1-10
Communication dans un congrès hal-00698782v1
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Stochastic reduced-order model for an automotive vehicle in presence of numerous local elastic modes in the low-frequency range

A. Arnoux , Anas Batou , Christian Soize , L. Gagliardini
International Conference on Uncertainty in Structural Dynamics (USD 2012), Katholieke Universiteit Leuven, Sep 2012, Leuven, Belgium. pp.4479-4488
Communication dans un congrès hal-00734175v1
Image document

Stochastic reduced-order model for dynamical structures having a high modal density in the low-frequency range

A. Arnoux , Anas Batou , Christian Soize , L. Gagliardini
Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS 2012), Vienna University of Technology, Sep 2012, Vienna, Austria. pp.1-2
Communication dans un congrès hal-00734163v1
Image document

Modèle réduit en dynamique vibratoire basse et moyenne fréquence pour des structures mécaniques complexes

A. Arnoux , Anas Batou , Christian Soize , L. Gagliardini
20ème Congrès Français de Mécanique 2011, Université de Besançon, Aug 2011, Besançon, France. pp.1-6
Communication dans un congrès hal-00773377v1
Image document

Reduced-order model for dynamical structures having numerous local modes in the low frequency range

A. Arnoux , Anas Batou , Christian Soize , L. Gagliardini
8th International Conference on Structural Dynamics, EURODYN 2011, KU Leuven, Jul 2011, Leuven, Belgium. pp.ISBN 978-90-760-1931-4, Pages: 2609-2614
Communication dans un congrès hal-00692997v1