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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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923541
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Reliability analysis of a satellite structure with a parametric and a non-parametric probabilistic model

 M. Pellissitti , Evangéline Capiez-Lernout , H. Pradlwarter , Christian Soize , G.I. Schueller
Computer Methods in Applied Mechanics and Engineering, 2008, 198 (2), pp.344-357. ⟨10.1016/j.cma.2008.08.004⟩
Article dans une revue hal-00686139v1
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Data and model uncertainties in complex aerospace engineering systems

 Evangéline Capiez-Lernout , M. Pellissitti , H. Pradlwarter , G.I. Schueller , Christian Soize
Journal of Sound and Vibration, 2006, 295 (3-5), pp.923-938. ⟨10.1016/j.jsv.2006.01.056⟩
Article dans une revue hal-00686152v1

Reliability analysis of large scale structures using a non-parametric approach

 M. Pellissetti , Evangéline Capiez-Lernout , H. Pradlwarter , Christian Soize , G.I. Schueller
7th World Congress on Computational Mechanics (WCCM), California USA July 16-22, 2006, Jul 2006, Los Angeles, United States. pp.2
Communication dans un congrès hal-00698788v1
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Data and model uncertainties in complex aerospace engineering systems

 M. Pellissitti , Evangéline Capiez-Lernout , H. Pradlwarter , G.I. Schueller , Christian Soize
6th International Conference on Structural Dynamics, Université de Marne-la-Vallée, Sep 2005, Paris, France. pp.Pages: 677-682
Communication dans un congrès hal-00686194v1

Structural Dynamics EURODYN 2005

 Christian Soize , G.I. Schueller
Millpress, Rotterdam, Netherlands, Vol. 1 pp. 1-758, Vol. 2 pp 761-1528, Vol. 3 pp. 1533-2250, pp.2250, 2005
Ouvrages hal-00687859v1