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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

763464
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Stochastic computational model of 3D acoustic noise predictions for nacelle liners

 Vincent Dangla , Christian Soize , Guilherme Cunha , Aurélien Mosson , Morad Kassem
AIAA Aviation 2020 Forum, Jun 2020, (Virtual Event), United States. pp.2545, ⟨10.2514/6.2020-2545⟩
Communication dans un congrès hal-02876576v1

A probabilistic learning on manifolds as a new tool in machine learning and data science with applications in computational mechanics

 Vincent Dangla , Christian Soize , Guilherme Coelho Cunha , Morad Kassem , A. Mosson
UNCECOMP 2019, 3nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, Jun 2019, Island of Crete, Greece
Communication dans un congrès hal-02175557v1

Réduction des modèles aéroacoustiques numériques en présence d’un écoulement pour le traitement acoustique des turboréacteurs

 Vincent Dangla , Christian Soize , Morad Kassem
CSMA 2019, 14ème Colloque National en Calcul des Structures, May 2019, Presqu’île de Giens (Var) Giens (Var), France. pp.1-6
Communication dans un congrès hal-02175588v1

Optimal design of the acoustic treatments damping the noise radiated by a turbo-fan engine

 B. van den Nieuwenhof , Grégory - Lielens , E. Rosseel , Vincent Dangla , Christian Soize
23rd AIAA/CEAS Aeroacoustics Conference, AIAA, Jun 2017, Denver, Colorado, United States. pp.1-11, ⟨10.2514/6.2017-4035⟩
Communication dans un congrès hal-01541220v1