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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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925324
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Maximum entropy modeling of discrete uncertain properties with application to friction

 R. Murthy , B.-K. Choi , X. Q. Wang , M. C. Sipperley , M. P. Mignolet
Probabilistic Engineering Mechanics, 2016, 44, pp.128-137. ⟨10.1016/j.probengmech.2015.10.003⟩
Article dans une revue hal-01276290v1
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Maximum entropy modeling of discrete uncertain properties with application to friction

 R. Murthy , B.-K. Choi , X.Q. Wang , M. C. Sipperley , M. P. Mignolet
7th International Conference on Computational Stochastic Mechanics, (CSM-7), Jun 2014, Santorini, Greece. pp.1-14
Communication dans un congrès hal-01066522v1
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Discrete maximum entropy process modeling of uncertain properties: application to friction for stick-slip and microslip response

 B.-K. Choi , M. C. Sipperley , M. P. Mignolet , Christian Soize
8th International Conference on Structural Dynamics, EURODYN 2011, KU Leuven, Jul 2011, Leuven, Belgium. pp.2626-2633
Communication dans un congrès hal-00693053v1

Effects of uncertainty in friction coefficients on microslip response

 M. C. Sipperley , M. P. Mignolet , Christian Soize
Tenth U. S. National Congress on Computational Mechanics (USNCCM X 2009), Jul 2009, Columbus, Ohio, United States. pp.1-1
Communication dans un congrès hal-00699016v1