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Christian Soize

Professor Emeritus, Université Gustave Eiffel, MSME UMR 8208
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. 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

florent-pled

Neural network prediction of cortical bone damage using a stochastic computational mechanical model

Florent Pled , Christophe Desceliers , Amir H. Gandomi , Christian Soize
3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019), Jul 2019, Hersonissos, Crete Island, Greece
Communication dans un congrès hal-02175561v1