@article {,
	title = {Stochastic Optimization of a Mass-in-Mass Cell with Piecewise Hybrid Nonlinear{\textendash}Linear Restoring Force},
	journal = {Journal of Sound and Vibration},
	volume = {595},
	year = {2025},
	month = {Jan-01-2025},
	pages = {118755},
	issn = {0022460X},
	doi = {10.1016/j.jsv.2024.118755},
	author = {da Silveira Zanin, C. and Missoum, S. and Ture Savadkoohi, A. and Baguet, S. and Gourdon, E. and Dufour, R.}
}
@inbook {doi:10.2514/6.2025-1957,
	title = {Stochastic Optimization With Multiple Failure Modes of Systems Subjected to Random Vibrations},
	booktitle = {AIAA SCITECH 2025 Forum},
	year = {2025},
	doi = {10.2514/6.2025-1957},
	url = {https://arc.aiaa.org/doi/abs/10.2514/6.2025-1957},
	author = {Luis E. Ballesteros Mart{\'\i}nez and Samy Missoum and Christopher D. Noble}
}
@article {,
	title = {Stochastic Optimization of Targeted Energy Transfer with Time-Dependent Cubic Nonlinearity},
	journal = {Communications in Nonlinear Science and Numerical Simulation},
	volume = {139},
	year = {2024},
	month = {Jan-12-2024},
	pages = {108314},
	issn = {10075704},
	doi = {10.1016/j.cnsns.2024.108314},
	author = {Labetoulle, A. and Missoum, S. and Gourdon, E. and Ture Savadkoohi, A.}
}
@article {ahmadisoleymani2022stochastic,
	title = {Stochastic Crashworthiness Optimization Accounting for Simulation Noise},
	journal = {Journal of Mechanical Design},
	volume = {144},
	year = {2022},
	author = {Ahmadisoleymani, Seyed Saeed and Missoum, Samy}
}
@article {,
	title = {Surrogate-based stochastic optimization of horizontal-axis wind turbine composite blades},
	journal = {Structural and Multidisciplinary Optimization},
	volume = {65},
	year = {2022},
	doi = {10.1007/s00158-021-03114-8},
	author = {Mishal Thapa and Samy Missoum}
}
@proceedings {,
	title = {Stochastic Crashworthiness Optimization Accounting for Simulation Noise and Random Parameters},
	year = {2021},
	author = {Seyed Saeed Ahmadisoleymani and Samy Missoum}
}
@article {,
	title = {Stochastic Crashworthiness Optimization Accounting for Simulation Noise},
	journal = {Journal of Mechanical Design},
	volume = {144},
	year = {2021},
	pages = {051701-051714},
	issn = {1050-0472},
	doi = {10.1115/1.4052903},
	url = {https://doi.org/10.1115/1.4052903},
	author = {Seyed Saeed Ahmadisoleymani and Samy Missoum}
}
@proceedings {,
	title = {Stochastic Optimization for Crashworthiness},
	year = {2021},
	month = {May 18},
	keywords = {Poster Presentation},
	author = {Seyed Saeed Ahmadisoleymani and Samy Missoum}
}
@conference {,
	title = {Stochastic Kriging for Crashworthiness Optimization Accounting for Simulation Noise},
	booktitle = {Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 11B: 46th Design Automation Conference (DAC)},
	year = {2020},
	publisher = {American Society of Mechanical Engineers},
	organization = {American Society of Mechanical Engineers},
	address = {Virtual, Online},
	doi = {10.1115/DETC2020-22532},
	url = {https://doi.org/10.1115/DETC2020-22532},
	author = {Seyed Saeed Ahmadisoleymani and Samy Missoum}
}
@conference {,
	title = {Stochastic Optimization of a Horizontal-Axis Composite Wind Turbine Blade},
	booktitle = {Proceedings of the ASME 2020 International Mechanical Engineering Congress and Exposition. Volume 14: Safety Engineering, Risk, and Reliability Analysis.},
	year = {2020},
	publisher = {American Society of Mechanical Engineers},
	organization = {American Society of Mechanical Engineers},
	address = {Virtual, Online},
	doi = {10.1115/IMECE2020-24004},
	url = {https://doi.org/10.1115/IMECE2020-24004},
	author = {Mishal Thapa and Samy Missoum}
}
@article {pidaparthi2019stochastic,
	title = {Stochastic Optimization of Nonlinear Energy Sinks for the Mitigation of Limit Cycle Oscillations},
	journal = {AIAA Journal},
	volume = {57},
	year = {2019},
	pages = {2134-2144},
	publisher = {American Institute of Aeronautics and Astronautics},
	doi = {10.2514/1.J057897},
	url = {https://doi.org/10.2514/1.J057897},
	author = {Pidaparthi, Bharath and Missoum, Samy}
}
@article {boroson2017stochastic,
	title = {Stochastic Optimization of Nonlinear Energy Sinks},
	journal = {Structural and Multidisciplinary Optimization},
	volume = {55},
	year = {2017},
	month = {02/2017},
	pages = {633-646},
	abstract = {<p><span style="color: rgb(51, 51, 51); font-family: Georgia, serif; font-size: 17px; letter-spacing: 0.102px; line-height: 30.6px; background-color: rgb(252, 252, 252);">Nonlinear energy sinks (NES) are a promising technique to achieve vibration mitigation. Through nonlinear stiffness properties, NES are able to passively and irreversibly absorb energy. Unlike the traditional Tuned Mass Damper (TMD), NES absorb energy from a wide range of frequencies. Many studies have focused on NES behavior and dynamics, but few have addressed the optimal design of NES. Design considerations of NES are of prime importance as it has been shown that NES dynamics exhibit an acute sensitivity to uncertainties. In fact, the sensitivity is so marked that NES efficiency is near-discontinuous and can switch from a high to a low value for a small perturbation in design parameters or loading conditions. This article presents an approach for the probabilistic design of NES which accounts for random design and aleatory variables as well as response discontinuities. In order to maximize the mean efficiency, the algorithm is based on the identification of regions of the design and aleatory space corresponding to markedly different NES efficiencies. This is done through a sequence of approximated sub-problems constructed from clustering, Kriging approximations, a support vector machine, and Monte-Carlo simulations. The refinement of the surrogates is performed locally using a generalized max-min sampling scheme which accounts for the distributions of random variables. The sampling scheme also makes use of the predicted variance of the Kriging surrogates for the selection of aleatory variables values. The proposed algorithm is applied to three example problems of varying dimensionality, all including an aleatory excitation applied to the main system. The stochastic optima are compared to NES optimized deterministically.</span></p>
},
	keywords = {Discontinuities, Generalized max-min, Kriging, Nonlinear energy sinks, Stochastic optimization, Support vector machine},
	doi = { 10.1007/s00158-016-1526-y},
	author = {Boroson, Ethan and Missoum, Samy}
}
@proceedings {boroson2016stochastic,
	title = {Stochastic Optimization of Nonlinear Energy Sinks Using Resonance-based Clustering},
	year = {2016},
	publisher = {American Society of Mechanical Engineers},
	address = {Phoenix, AZ},
	doi = {10.1115/IMECE2016-67115},
	url = {https://doi.org/10.1115/IMECE2016-67115},
	author = {Ethan Boroson and Samy Missoum}
}
@conference {lacaze2015sampling,
	title = {A Sampling-based RBDO Algorithm with Local Refinement and Efficient Gradient Estimation},
	booktitle = {12th International Conference on Applications of Statistics Probability in Civil Engineering, Vancouver, Canada},
	year = {2015},
	author = {Lacaze, Sylvain and Missoum, Samy and Brevault, Lo{\"\i}c and Balesdent, Mathieu}
}
@article {basudhar2009sampling,
	title = {A Sampling-Based Approach for Probabilistic Design with Random Fields},
	journal = {Computer Methods in Applied Mechanics and Engineering},
	volume = {198},
	number = {47-48},
	year = {2009},
	pages = {3647 - 3655},
	issn = {0045-7825},
	doi = {10.1016/j.cma.2009.07.003},
	url = {http://codes.arizona.edu/sites/default/files/pdf/Basudhar2009.pdf},
	author = {Basudhar, Anirban and Missoum, Samy}
}
@conference {basudhar2008sampling,
	title = {A Sampling-Based Approach for Probabilistic Design with Random Fields},
	booktitle = {Proceedings of the 49th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference},
	year = {2008},
	doi = {10.2514/6.2008-2064},
	author = {Basudhar, Anirban and Missoum, Samy}
}
@conference {arenbeck2007simulation,
	title = {Simulation Based Optimal Tolerancing for Multibody Systems},
	booktitle = {Proceedings of the 19th ASME Reliability, Stress Analysis, and Failure Prevention Conference},
	year = {2007},
	doi = {10.1115/DETC2007-35706},
	author = {Arenbeck, Henry and Missoum, Samy and Basudhar, Anirban and Nikravesh, Parviz}
}
