Publications

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Ahmadisoleymani, S. Saeed, and Missoum, S., Stochastic Crashworthiness Optimization Accounting for Simulation Noise, Journal of Mechanical Design, vol. 144, 2021, pp. 051701-051714.
Ahmadisoleymani, S. Saeed, and Missoum, S., Stochastic Crashworthiness Optimization Accounting for Simulation Noise, Journal of Mechanical Design, vol. 144, 2022.
Ahmadisoleymani, S. Saeed, and Missoum, S., Construction of a Risk Model Through the Fusion of Experimental Data and Finite Element Modeling: Application to Car Crash-Induced TBI, Computer Methods in Biomechanics and Biomedical Engineering, vol. 22, 2019, pp. 605-619.
Ahmadisoleymani, S. Saeed, and Missoum, S., Stochastic optimization for crashworthiness, Poster presented at: Los Alamos - Arizona Days Conference, 2021.
Ahmadisoleymani, S. Saeed, and Missoum, S., Optimization of a Chain of Nonlinear Resonators for Vibration Mitigation, AIAA Multidisciplinary Analysis and Optimization Conference, Atlanta, GA: American Institute of Aeronautics and Astronautics, 2018.
Ahmadisoleymani, S. Saeed, and Missoum, S., Crashworthiness Optimization Based on the Probability of Traumatic Brain Injury Accounting for Simulation Noise and Impact Conditions, Proceedings of the ASME International Mechanical Engineering Congress and Exposition. Volume 14: Safety Engineering, Risk, and Reliability Analysis, Virtual, Online: American Society of Mechanical Engineers, 2020.
Ahmadisoleymani, S. Saeed, and Missoum, S., Risk Prediction of Traumatic Brain Injury From Car Accidents, Proceedings of the ASME International Mechanical Engineering Congress and Exposition. Volume 3: Biomedical and Biotechnology Engineering, Tampa, FL: American Society of Mechanical Engineers, 2017.
Ahmadisoleymani, S. Saeed, and Missoum, S., Stochastic Kriging for Crashworthiness Optimization Accounting for Simulation Noise, Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 11B: 46th Design Automation Conference (DAC), Virtual, Online: American Society of Mechanical Engineers, 2020.
Ahmadisoleymani, S. Saeed, and Missoum, S., Optimization under Uncertainty of a Chain of Nonlinear Resonators using a Field Representation, Applied Mathematical Modelling, vol. 96, 2021, pp. 779-795.
Ahmadisoleymani, S. Saeed, and Missoum, S., Stochastic Crashworthiness Optimization Accounting for Simulation Noise and Random Parameters, 14th World Congress of Structural and Multidisciplinary Optimization (WCSMO-14), Virtual, Online, 2021.
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.
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.
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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.
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.
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.
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.
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., 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., 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., Optimization Under Uncertainty of Parallel Nonlinear Energy Sinks, 57th AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, San Diego, CA: 2016.
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.
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Jiang, P., Missoum, S., and Chen, Z., Optimal SVM Parameter Selection for Non-separable and Unbalanced Datasets, Structural and Multidisciplinary Optimization, vol. 50, 2014, pp. 523-535.
Jiang, P., Missoum, S., and Chen, Z., Fusion of Clinical and Stochastic Finite Element Data for Hip Fracture Risk Prediction, Journal of Biomechanics, vol. 48, 2015, pp. 4043–4052.
Jiang, P., Missoum, S., Hu, C., and Chen, Z., Optimal Parameter Selection of an SVM Model: Application to Hip Fracture Risk Prediction, AIAA-2013-1935. Proceedings of the 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference, Boston, MA, April 8-11, 2013.
Jiang, P., Chen, Z., and Missoum, S., Hip Fracture Prediction Using Finite Element Modeling and Machine Learning, 7th World Congress of Biomechanics, Boston, MA, Jul. 6 - 11, 2014.
Jiang, P., and Missoum, S., Estimation of Probability of Failure with Dependent Variables using Copulas and Support Vector Machines, Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 8: 22nd Reliability, Stress Analysis, and Failure Prevention Conference, Portland, OR: American Society of Mechanical Engineers, 2013.
Jiang, P., Missoum, S., and Chen, Z., A Hybrid Risk Model for Hip Fracture Prediction Using Clinical and Stochastic Finite Element Data, Summer Biomechanics, Bioengineering, and Biotransport Conference, Snowbird, Utah, June 17-20, 2015.
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.
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Lacaze, S., and Missoum, S., Parameter Estimation with Correlated Outputs Using Fidelity Maps, Probabilistic Engineering Mechanics, vol. 38, 2014, pp. 13 - 21.
Lacaze, S., and Missoum, S., Bayesian Calibration Using Fidelity Maps, MS-MMSM14. Proceedings of the 11th International Conference on Structural Safety & Reliability, New York, NY: 2013.
Lacaze, S., and Missoum, S., A Bayesian Approach for Identification using Support Vector Machines, Proceedings of the 2012 ASME Verification and Validation Symposium, 2012.
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., Missoum, S., Alijani, F., and Amabili, M., Identification Under Uncertainty of Material Properties of Composite Sandwich Panels, American Society for Composites 29th Technical Conference 16th US-Japan Conference on Composite Materials ASTM-D30 Meeting, San Diego, CA: 2014.
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., and Missoum, S., Fidelity Maps for Model Update under Uncertainty: Application to a Piano Soundboard, Proceedings of the 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference, 2012.
Lacaze, S., and Missoum, S., A Generalized "Max-Min" Sample for Reliability Assessment with Dependent Variables, Proceedings of the ASME International Design and Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 1A: 34th Computers and Information in Engineering Conference, Buffalo, NY: American Society of Mechanical Engineers, 2014.
Lacaze, S., and Missoum, S., Reliability-Based Design Optimization Using Kriging and Support Vector Machines, MS-MMSM16. Proceedings of the 11th International Conference on Structural Safety & Reliability, New-York, NY: 2013.
Lacaze, S., and Missoum, S., A Generalized “Max-Min” Sample for Surrogate Update, Structural and Multidisciplinary Optimization, vol. 49, 2013, pp. 683-687.
Layman, R., Missoum, S., and Geest, J. Vande, Towards the Prediction and Minimization of Device Failure for Endolvascular Grafts in Abdominal Aortic Aneurysms, Proceedings of the ASME Summer Bioengineering Conference, 2007, pp. 395–396.
Lin, K., Basudhar, A., and Missoum, S., Parallel Construction of Explicit Boundaries Using Support Vector Machines, Engineering Computations, vol. 30, 2013, pp. 132-148.
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Missoum, S., and Vergez, C., Explicit Maps of Acoustic Regimes of a Wind Instrument, Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 8: 22nd Reliability, Stress Analysis, and Failure Prevention Conference, Portland, OR: American Society of Mechanical Engineers, 2013.
Missoum, S., Jiang, P., Hu, C., Jennifer, N., and Chen, Z., Towards Hip Fracture Prediction Using Finite Element Analysis and Machine Learning, Poster presentation. 2013 Annual meeting of the American Society for Bone and Mineral Research (ASBMR), Baltimore, MD: 2013.
Missoum, S., Lacaze, S., Amabili, M., and Alijani, F., Identification of material properties of composite sandwich panels under geometric uncertainty, Composite Structures, vol. 179, 2017, pp. 695 - 704.
Missoum, S., Vergez, C., and Doc, J. - B., Explicit Mapping of Acoustic Regimes for Wind Instruments, Journal of Sound and Vibration, vol. 333, 2014, pp. 5018-5029.
Missoum, S., Dribusch, C., and Beran, P., Reliability-based Design Optimization of Nonlinear Aeroelasticity Problems, Journal of Aircraft, vol. 47, 2010, pp. 992 - 998.
Mokdad, F., and Missoum, S., A Fully Parameterized Finite Element Model of a Grand Piano Soundboard for Sensitivity Analysis of the Dynamic Behavior, Proceedings of the ASME International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Volume 8: 22nd Reliability, Stress Analysis, and Failure Prevention Conference, Porland, OR: American Society of Mechanical Engineers, 2013.
Mokdad, F., Fully Parameterized Finite Element Model of a Grand Piano Soundboard for Sensitivity Analysis of the Dynamic Behavior, University of Arizona, 2013.
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Panchal, J. H., Fuge, M., Liu, Y., Missoum, S., and Tucker, C., Machine Learning for Engineering Design, Journal of Mechanical Design, vol. 141, 2019.
Pidaparthi, B., and Missoum, S., Stochastic Optimization of Nonlinear Energy Sinks for the Mitigation of Limit Cycle Oscillations, AIAA Journal, vol. 57, 2019, pp. 2134-2144.
Pidaparthi, B., and Missoum, S., Multi-fidelity Approaches for Optimization and Reliability Assessment of Thermal Systems, Poster presented at: Los Alamos - Arizona Days Conference, 2021.
Pidaparthi, B., and Missoum, S., A Multi-Fidelity Approach for Reliability Assessment Based on the Probability of Classification Inconsistency, Journal of Computing and Information Science in Engineering, vol. 23, 2022, p. 011008.
Pidaparthi, B., Li, P., and Missoum, S., Entropy-based Optimization for Heat Transfer Enhancement in Tubes with Helical Fins, Journal of Heat Transfer, vol. 144, 2021, pp. 012001-012009.
Pidaparthi, B., Missoum, S., and Xu, B., CFD-Based Design Optimization of Multiple Helical Swirl-Inducing Fins for Concentrated Solar Receivers, Proceedings of the ASME 16th International Conference on Energy Sustainability, American Society of Mechanical Engineers, 2022.
Pidaparthi, B., Missoum, S., and Li, P., A Multi-Fidelity Approach for the Reliability Assessment of Shell and Tube Heat Exchangers, Proceedings of the ASME International Mechanical Engineering Congress and Exposition. Volume 14: Safety Engineering, Risk, and Reliability Analysis, Virtual, Online: American Society of Mechanical Engineers, 2020.
Pidaparthi, B., and Missoum, S., Optimization of Nonlinear Energy Sinks for the Mitigation of Limit Cycle Oscillations, AIAA Multidisciplinary Analysis and Optimization Conference, Atlanta, GA: American Institute of Aeronautics and Astronautics, 2018.
Pidaparthi, B., Li, P., and Missoum, S., Entropy-Based Optimization of Helical Fins for Heat Transfer Enhancement inside Tubes, Proceedings of the ASME International Mechanical Engineering Congress and Exposition. Volume 11: Heat Transfer and Thermal Engineering, Virtual, Online: American Society of Mechanical Engineers, 2020.
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Thapa, M., and Missoum, S., Uncertainty Quantification and Global Sensitivity Analysis of Composite Wind Turbine Blades, Accepted for publications in: Reliability Engineering & System Safety, 2022.
Thapa, M., and Missoum, S., High-Dimensional Uncertainty Quantification and Global Sensitivity Analysis of a Composite Wind Turbine Blade, Proceedings of the ASC Thirty-fifth Technical Conference, Virtual, Online: American Society for Composites, 2020.
Thapa, M., and Missoum, S., Stochastic Optimization of a Horizontal-Axis Composite Wind Turbine Blade, Proceedings of the ASME 2020 International Mechanical Engineering Congress and Exposition. Volume 14: Safety Engineering, Risk, and Reliability Analysis., Virtual, Online: American Society of Mechanical Engineers, 2020.
Thapa, M., and Missoum, S., Surrogate-based stochastic optimization of horizontal-axis wind turbine composite blades, Structural and Multidisciplinary Optimization, vol. 65, 2022.
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Xu, B., Hatcher, S., Khadka, R., Pidaparthi, B., Missoum, S., and Li, P., Multiphysics Numerical Study of Solar Receiver Tube for Enhanced Thermal Efficiency and Durability in Concentrated Solar Power Tower Plant, Proceedings of the ASME 16th International Conference on Energy Sustainability, American Society of Mechanical Engineers, 2022.

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