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Semi-intrusive and non-intrusive stochastic methods for aerospace applications
Communication dans un congrès -
An adaptive strategy on the error of the objective functions for uncertainty-based derivative-free optimization
(Journal of Computational Physics. vol. 309, pp. 241–266, 2016-02-01)Article de revue -
Stochastic Discrete Equation Method (sDEM) for two-phase flows
(Journal of Computational Physics. pp. 1-40, 2015-06-10)Article de revue -
Adaptive surrogate modeling by ANOVA and sparse polynomial dimensional decomposition for global sensitivity analysis in fluid simulation
(Journal of Computational Physics, 2016-03-01)Article de revue -
Kriging-sparse Polynomial Dimensional Decomposition surrogate model with adaptive refinement
(Journal of Computational Physics. vol. 380, pp. 212-242, 2019-03-01)Article de revue -
Novel algorithm using Active Metamodel Learning and Importance Sampling: application to multiple failure regions of low probability
(Journal of Computational Physics, 2018-04-20)Article de revue