Dimension reduction in stochastic modeling of coupled problems, International Journal for Numerical Methods in Engineering, vol.92, issue.11, pp.940-968, 2012. ,
On the roots of a random system of equations. The theorem of Shub and Smale and some extensions, Foundations of Computational Mathematics, vol.5, issue.2, pp.125-144, 2005. ,
Adaptive modeling strategy for constrained global optimization with application to aerodynamic wing design, Aerospace Science and Technology, vol.90, pp.85-102, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02149236
Stochastic finite elements: a non-intrusive approach by regression, European Journal of Computational Mechanics, vol.15, issue.1-3, pp.81-92, 2006. ,
Surrogate-based multidisciplinary design optimization of an autonomous underwater vehicle hull, 2017 16th International Symposium on Distributed Computing and Applications to Business, Engineering and Science (DCABES), pp.191-194, 2017. ,
Problem formulation for multidisciplinary optimization, SIAM Journal on Optimization, vol.4, issue.4, pp.754-776, 1994. ,
Sequential optimization and reliability assessment for multidisciplinary systems design, Structural and Multidisciplinary Optimization, vol.35, issue.2, pp.117-130, 2008. ,
Propagation of modeling uncertainty by polynomial chaos expansion in muldisciplinary analysis, Journal of Mechanical Design, vol.138, issue.11, p.411, 2016. ,
Extreme value oriented random field discretization based on an hybrid polynomial chaos expansion -kriging approach, Computer Methods in Applied Mechanics and Engineering, vol.332, pp.540-571, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01712026
Efficient global multidisciplinary optimization based on surrogate models, 2018 Multidisciplinary Analysis and Optimization Conference, p.3745, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02056874
Stochastic finite elements: a spectral approach, 1991. ,
Adaptive Surrogate Modeling for Time-Dependent Multidisciplinary Reliability Analysis, Journal of Mechanical Design, vol.140, issue.2, 2017. ,
A spatial-random-process based multidisciplinary system uncertainty propagation approach with model uncertainty, Journal of Mechanical Design, vol.137, issue.10, p.402, 2015. ,
Efficient global optimization of expensive black-box functions, Journal of Global Optimization, vol.13, issue.4, pp.455-492, 1998. ,
,
, SciPy: Open source scientific tools for Python, 2001.
A software package for sequential quadratic programming, Koln, 1988. ,
Extensions to the design structure matrix for the description of multidisciplinary design, analysis, and optimization processes. Structural and Multidisciplinary Optimization, vol.46, pp.273-284, 2012. ,
A sequential sampling strategy to improve the global fidelity of metamodels in multilevel system design, Structural and Multidisciplinary Optimization, vol.53, issue.6, pp.1295-1313, 2016. ,
A coupled-adjoint sensitivity analysis method for high-fidelity aero-structural design, Optimization and Engineering, vol.6, issue.1, pp.33-62, 2005. ,
Multidisciplinary Design Optimization: A Survey of Architectures, AIAA Journal, vol.51, issue.9, pp.2049-2075, 2013. ,
Comparison of surrogate models in a multidisciplinary optimization framework for wing design, AIAA Journal, vol.48, issue.5, pp.995-1006, 2010. ,
A benchmark of kriging-based infill criteria for noisy optimization, Structural and Multidisciplinary Optimization, vol.48, issue.3, pp.607-626, 2013. ,
Direct search algorithms for optimization calculations, Acta Numerica, vol.7, pp.287-336, 1998. ,
Gaussian processes for machine learning. Adaptive computation and machine learning, 2006. ,
Likelihood-Based Approach to Multidisciplinary Analysis Under Uncertainty, Journal of Mechanical Design, vol.134, issue.3, p.12, 2012. ,
Systems of gaussian process models for directed chains of solvers, Computer Methods in Applied Mechanics and Engineering, vol.352, pp.32-55, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02327697
Flexibility and efficienvy enhancements for constrained global design optimization with Kriging approximation, 2002. ,
Response surface based, concurrent subspace optimization for multidisciplinary system design, 34th AIAA Aerospace Sciences Meeting and Exhibit, pp.96-0714, 1996. ,
Multidisciplinary modeling and surrogate assisted optimization for satellite constellation systems, Structural and Multidisciplinary Optimization, vol.58, issue.5, pp.2173-2188, 2018. ,
Multidisciplinary aerospace design optimization: survey of recent developments, Structural optimization, vol.14, pp.1-23, 1997. ,
Surrogate based multidisciplinary design optimization of lithium-ion battery thermal management system in electric vehicles, Structural and Multidisciplinary Optimization, vol.56, issue.6, pp.1555-1570, 2017. ,
Surrogate-based optimization method applied to multidisciplinary design optimization architectures, 2018. ,
Multidisciplinary design and multi-objective optimization on guide fins of twin-web disk using kriging surrogate model, Structural and Multidisciplinary Optimization, vol.55, issue.1, pp.361-373, 2017. ,