Publications

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Book Chapter
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.
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.
Conference Paper
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., 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., “Local Update of Support Vector Machine Decision Boundaries”, Proceedings of the 50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, 2009.
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., “Optimization Under Uncertainty of Parallel Nonlinear Energy Sinks”, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, San Diego, CA: 2016.
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.
Jiang, P., Basudhar, A., and Missoum, S., “Reliability Assessment with Correlated Variables Using Support Vector Machines”, Proceedings of the 52nd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, 2011.
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., “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.
Lacaze, S., Missoum, S., Brevault, L., and Balesdent, M., “A Sampling-based RBDO Algorithm with Local Refinement and Efficient Gradient Estimation”, 12th International Conference on Applications of Statistics Probability in Civil Engineering, Vancouver, Canada, 2015.
Lacaze, S., Missoum, S., Brevault, L., and Balesdent, M., “A Sampling-based RBDO Algorithm with Local Refinement and Efficient Gradient Estimation”, 12th International Conference on Applications of Statistics Probability in Civil Engineering, Vancouver, Canada, 2015.
Arenbeck, H., Missoum, S., Basudhar, A., and Nikravesh, P., “Simulation Based Optimal Tolerancing for Multibody Systems”, Proceedings of the 19th ASME Reliability, Stress Analysis, and Failure Prevention Conference, 2007.
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., “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.
Conference Proceedings
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.
Journal Article
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., 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.
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., 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.
Dribusch, C., Missoum, S., and Beran, P., “A Multifidelity Approach for the Construction of Explicit Decision Boundaries: Application to Aeroelasticity”, Structural and Multidisciplinary Optimization, vol. 42, 2010, pp. 693-705.
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.
Lin, K., Basudhar, A., and Missoum, S., “Parallel Construction of Explicit Boundaries Using Support Vector Machines”, Engineering Computations, vol. 30, 2013, pp. 132-148.
Lacaze, S., Brevault, L., Missoum, S., and Balesdent, M., “Probability of Failure Sensitivity with Respect to Decision Variables”, Structural and Multidisciplinary Optimization, 2015.
Lacaze, S., Brevault, L., Missoum, S., and Balesdent, M., “Probability of Failure Sensitivity with Respect to Decision Variables”, Structural and Multidisciplinary Optimization, 2015.
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.
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.
Basudhar, A., and Missoum, S., “Reliability Assessment Using Probabilistic Support Vector Machines”, Int. J. of Reliability and Safety, vol. 7, 2013, pp. 156-173.
Missoum, S., Dribusch, C., and Beran, P., “Reliability-based Design Optimization of Nonlinear Aeroelasticity Problems”, Journal of Aircraft, vol. 47, 2010, pp. 992 - 998.
Arenbeck, H., Missoum, S., Basudhar, A., and Nikravesh, P., “Reliability-based Optimal Design and Tolerancing for Multibody Systems Using Explicit Design Space Decomposition”, Journal of Mechanical Design, vol. 132, 2010, p. 021010.
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.
Boroson, E., and Missoum, S., “Stochastic Optimization of Nonlinear Energy Sinks”, Structural and Multidisciplinary Optimization, vol. 55, 2017, pp. 633-646.
Thesis
Basudhar, A., “Computational Optimal Design and Uncertainty Quantification of Complex Systems Using Explicit Decision Boundaries”, University of Arizona, 2011.

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