Samy Missoum

Journals/Publications

• Ernoult, A., Vergez, C., Missoum, S., & Guillemain, P. (2020). Woodwind Instrument Design Optimization based on Impedance Characteristics with Geometric Constraints. Journal of the Acoustical Society of America, 148. doi:10.1121/10.0002449
• Ahmadisoleymani, S. S., & Missoum, S. (2019). 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, 22, 605-619.
• Panchal, J. H., Fuge, M., Liu, Y., Missoum, S., & Tucker, C. (2019). Machine Learning for Engineering Design. Journal of Mechanical Design, 141(11).
• Pidaparthi, B., & Missoum, S. (2019). Stochastic Optimization of Nonlinear Energy Sinks for the Mitigation of Limit Cycle Oscillations. AIAA Journal, 57, 2134-2144.
• Ahmadisoleymani, S. S., & Missoum, S. (2017). RISK PREDICTION OF TRAUMATIC BRAIN INJURY FROM CAR ACCIDENTS. PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2017, VOL 3.
• Boroson, E., & Missoum, S. (2017). Stochastic optimization of nonlinear energy sinks. STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, 55(2), 633-646.
• Boroson, E., Missoum, S., Mattei, P., & Vergez, C. (2017). Optimization under uncertainty of parallel nonlinear energy sinks. JOURNAL OF SOUND AND VIBRATION, 394, 451-464.
• Missoum, S., Lacaze, S., Amabili, M., & Alijani, F. (2017). Identification of material properties of composite sandwich panels under geometric uncertainty. Composite Structures, 179, 695 - 704.
• Doc, J., Vergez, C., & Missoum, S. (2014). A Minimal Model of a Single-reed Instrument Producing Quasi-periodif Sounds. Acta Acustica united with Acustica, 100(3), 543-554.
• Jiang, P., Missoum, S., & Chen, Z. (2014). Optimal SVM Parameter Selection for Non-separable and Unbalanced Data. Structural and Multidisciplinary Optimization, 50(4), 523-535.
• Jiang, P., Missoum, S., & Chen, Z. (2014). Optimal SVM Parameter Selection for Non-separable and Unbalanced Datasets.. Structural and Multidisciplinary Optimization, 50, 523-535.
• Lacaze, S., & Missoum, S. (2014). A generalized "max-min" sample for surrogate update. Structural and Multidisciplinary Optimization, 49(4), 683-687.
• Lacaze, S., & Missoum, S. (2014). Parameter Estimation with Correlated Outputs Using Fidelity Maps. Probabilistic Engineering Mechanics, 38, 13-21.
• Missoum, S., Vergez, C., & Doc, J. (2014). Explicit Mapping of Acoustic Regimes for Wind Instruments. Journal of Sound and Vibration, 333(20), 5018-5029.
• Basudhar, A., & Missoum, S. (2013). Reliability assessment using probabilistic support vector machines'. International Journal of Reliability and Safety, 7(2), 156-173.

Proceedings Publications

• Ahmadisoleymani, S. S., & Missoum, S. (2020, August). Stochastic Kriging for Crashworthiness Optimization Accounting for Simulation Noise. In ASME International Design Engineering Technical Conferences \& Computers and Information in Engineering Conference.
• Ahmadisoleymani, S. S., & Missoum, S. (2020, November). Crashworthiness Optimization Based on the Probability of Traumatic Brain Injury Accounting for Simulation Noise and Impact Conditions. In ASME International Mechanical Engineering Congress and Exposition.
• Pidaparthi, B., & Missoum, S. (2020, November). A Multi-Fidelity Approach for the Reliability Assessment of Shell and Tube Heat Exchangers. In ASME International Mechanical Engineering Congress and Exposition.
• Pidaparthi, B., & Missoum, S. (2020, November). Entropy-Based Optimization of Helical Fins for Heat Transfer Enhancement inside Tubes. In ASME International Mechanical Engineering Congress and Exposition.
• Thapa, M., & Missoum, S. (2020, August). Stochastic Optimization of a Horizontal-Axis Composite Wind Turbine Blade. In ASME International Design Engineering Technical Conferences \& Computers and Information in Engineering Conference.
• Thapa, M., & Missoum, S. (2020, June). High-Dimensional Uncertainty Quantification and Global Sensitivity Analysis of a Composite Wind Turbine Blade. In American Society of Composites 35th Annual Technical Conference.
• Ahmadisoleymani, S., & Missoum, S. (2018, June). Optimization of a chain of nonlinear resonators for vibra- tion mitigation. In AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. Aviation Forum (Paper AIAA-2018-3105).
• Pidaparthi, B., & Missoum, S. (2018, June, 2018). Optimization of nonlinear energy sinks for the mitigation of limit cycle oscillations. In 2018 AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference. Aviation Forum (Paper AIAA-2018-3569).
• Boroson, E., Missoum, S., Mattei, P., & Vergez, C. (2014, August 17-20). Optimization Under Uncertainty of Nonlinear Energy Sinks. In ASME 2014 International Design & Engineering Technical Conferences and Computers & Information in Engineering Conference.
• Lacaze, A., & Missoum, S. (2014, August 17-20). A Generalized "Max-Min" Sample for Reliability Assessment with Dependent Variables. In ASME 2014 International Design & Engineering Technical Conferences and Computers & Information in Engineering Conference.
• Lacaze, S., Missoum, S., Alijani, F., & Amabili, M. (2014, September 8-10). Identication Under Uncertainty of Material Properties of Composite Sandwich Panels. In American Society for Composites 29 Technical Conference/16th US Japan Conference on Composite Materials.

Poster Presentations

• Chen, Z., Jiang, P., & Missoum, S. (2014, July). Hip Fracture Prediction using Finite Element Modeling and Machine Learning. Proceedings of the 7th World Congress of Biomechanics, Boston, MA, Jul. 6 - 11, 2014..
• Missoum, S. -., Jiang, P., Hu, C. -., Hsieh, P. S., Chen, Z. -., Missoum, S. -., Jiang, P., Hu, C. -., Hsieh, P. S., & Chen, Z. -. (2013, Fall). Towards hip fracture prediction using finite element analysis and machine learning. The American Society for Bone and Mineral Research (ASBMR) 2013 Annual Meeting. Baltimore, MD.

Presentations

• Ernoult, A., & Missoum, S. (2018, April). Comment l’optimisation peut-elle ˆetre une aide `a la facture instrumentale ?. Congres Francais d’Acoustique. Le Havre, France: French Society of Acoustics.
• Gourc, E., Vergez, C., Mattei, P., & Missoum, S. (2018, April). Modele minimal de la note du loup (topic:Modeling of the dynamics of the Wolf tone on a cello). French Congress of Acoustics. Le Havre, France: French Society of Acoustics.