Samy Missoum
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Associate Department Head for Aerospace and Mechanical Engineering Undergraduate Studies
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Associate Professor of Aerospace and Mechanical Engineering
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Associate Professor, Applied Mathematics Graduate Interdisciplinary Program
Awards
- Associate Fellow
- American Institute of Aeronautics and Astronautics, Spring 2017
- Article in Aerospace America
- CODES Laboratory Research on Multidisciplinary Design Optimization, Fall 2014
- Most Helpful to Their College Education--Junior Faculty Member
- AME Seniors, Spring 2014
Courses
Independent Study
AME 499 (Spring 2018)
AME 499 (Fall 2017)
AME 199 (Fall 2016)
Probabilistic Design
AME 568 (Spring 2018)
Finite Elem Anal Ansys
AME 463 (Spring 2018)
AME 463 (Spring 2017)
Research
AME 900 (Spring 2018)
AME 900 (Fall 2017)
AME 900 (Spring 2017)
AME 900 (Fall 2016)
Thesis
AME 910 (Spring 2018)
Finite Element Methods
AME 561 (Fall 2017)
AME 561 (Fall 2016)
Adv Finite Elemnt Analys
AME 563 (Spring 2017)
Biomechanical Engr
BME 466 (Fall 2016)
BME 566 (Fall 2016)
AME 566 (Fall 2016)
AME 466 (Fall 2016)
Design Optimization
AME 565 (Fall 2016)
Directed Research
AME 492 (Fall 2016)
Selected Publications
Journals/Publications
- 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.
- Jiang, P., & Missoum, S. (2013). Estimation of probability of failure with dependent variables using copulas and support vector machines. Proceedings of the ASME Design Engineering Technical Conference, 8.
- Jiang, P., Missoum, S., Chengcheng, H. u., & Chen, Z. (2013). Optimal parameter selection of an SVM model: Application to hip fracture risk prediction. 54th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference.
- Jiang, P., Missoum, S., Chengcheng, H. u., & Chen, Z. (2013). Optimal parameter selection of an svm model: Application to hip fracture risk prediction. Collection of Technical Papers - AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference.
- Lacaze, S., & Missoum, S. (2013). Bayesian calibration using fidelity maps. Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013, 3289-3296.
Proceedings Publications
- 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.