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Brevault, L., Lacaze, S., Balesdent, M., and Missoum, S., “Reliability Analysis in the Presence of Aleatory and Epistemic Uncertainties, Application to the Prediction of a Launch Vehicle Fallout Zone”, Journal of Mechanical Design, vol. 138, 2016, p. 111401.
Boroson, E., Missoum, S., Mattei, P. - O., and Vergez, C., “Optimization Under Uncertainty of Nonlinear Energy Sinks”, Proceedings of the ASME International Design and Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 8: 26th Conference on Mechanical Vibration and Noise, Buffalo, NY: American Society of Mechanical Engineers, 2014.
Boroson, E., and Missoum, S., “Stochastic Optimization of Nonlinear Energy Sinks”, Structural and Multidisciplinary Optimization, vol. 55, 2017, pp. 633-646.
Boroson, E., and Missoum, S., “Optimization Under Uncertainty of Parallel Nonlinear Energy Sinks”, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, San Diego, CA: 2016.
Boroson, E., Missoum, S., Mattei, P. - O., and Vergez, C., “Optimization Under Uncertainty of Parallel Nonlinear Energy Sinks”, Journal of Sound and Vibration, vol. 394, 2017, pp. 451-464.
Boroson, E., and Missoum, S., “Stochastic Optimization of Nonlinear Energy Sinks Using Resonance-based Clustering”, Proceedings of the ASME International Mechanical Engineering Congress and Exposition. Volume 4B: Dynamics, Vibration, and Control, 2016.
Boroson, E., and Missoum, S., “Reliability-based Design Optimization of Nonlinear Energy Sinks”, Proceedings of the 11th World Congress of Structural and Multidisciplinary Optimisation (WCSMO-11), Sydney, Australia: 2015.
Basudhar, A., and Missoum, S., “Two Alternative Schemes to Update SVM Approximations for the Identification of Explicit Decision Functions”, Proceedings of the 12th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 2008.
Basudhar, A., and Missoum, S., “An Improved Adaptive Sampling Scheme for the Construction of Explicit Boundaries”, Structural and Multidisciplinary Optimization, vol. 42, 2010, pp. 517-529.
Basudhar, A., “Computational Optimal Design and Uncertainty Quantification of Complex Systems Using Explicit Decision Boundaries”, University of Arizona, 2011.
Basudhar, A., and Missoum, S., “Adaptive Explicit Decision Functions for Probabilistic Design and Optimization Using Support Vector Machines”, Computers & Structures, vol. 86, 2008, pp. 1904 - 1917.
Basudhar, A., and Missoum, S., “Classification-based Violation Measurement for Constrained Efficient Global Optimization”, Paper 5577. Proceedings of the 10th ISSMO World Congress of Structural and Multidisciplinary Optimization, Orlando, FL: 2013.
Basudhar, A., Missoum, S., and Sanchez, A. Harrison, “Limit State Function Identification Using Support Vector Machines for Discontinuous Responses and Disjoint Failure Domains”, Probabilistic Engineering Mechanics, vol. 23, 2008, pp. 1 - 11.
Basudhar, A., and Missoum, S., “Local Update of Support Vector Machine Decision Boundaries”, Proceedings of the 50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2009.
Basudhar, A., and Missoum, S., “Reliability Assessment Using Probabilistic Support Vector Machines”, Int. J. of Reliability and Safety, vol. 7, 2013, pp. 156-173.
Basudhar, A., and Missoum, S., “Update of Explicit Limit State Functions Constructed Using Support Vector Machines”, Proceedings of the 48th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2007.
Basudhar, A., and Missoum, S., “A Sampling-Based Approach for Probabilistic Design with Random Fields”, Computer Methods in Applied Mechanics and Engineering, vol. 198, 2009, pp. 3647 - 3655.
Basudhar, A., Lacaze, S., and Missoum, S., “Constrained Efficient Global Optimization with Probabilistic Support Vector Machines”, Proceedings of the 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference, 2010.
Basudhar, A., and Missoum, S., “A Sampling-Based Approach for Probabilistic Design with Random Fields”, Proceedings of the 49th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2008.
Basudhar, A., and Missoum, S., “Reliability Assessment Using Probabilistic Support Vector Machines (PSVMs)”, Proceedings of the 51st AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2010.
Basudhar, A., Dribusch, C., Lacaze, S., and Missoum, S., “Constrained Efficient Global Optimization with Support Vector Machines”, Structural and Multidisciplinary Optimization, vol. 46, 2012, pp. 201-221.
Balesdent, M., Brevault, L., Lacaze, S., Missoum, S., and Morio, J., “Methods for High Dimensional and Computationally Intensive Models”, In Estimation of Rare Event Probabilities in Complex Aerospace and Other Systems, A Practical Approach. , Elsevier, 2015.

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