Publications

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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.
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., 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.
2014
Lacaze, S., and Missoum, S., A Generalized "Max-Min" Sample for Reliability Assessment with Dependent Variables, ASME 2014 International Design and Engineering Technical Conferences & Computers and Information in Engineering Conference, Buffalo, NY: 2014.
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., and Missoum, S., Parameter Estimation with Correlated Outputs Using Fidelity Maps, Probabilistic Engineering Mechanics, vol. 38, 2014, pp. 13 - 21.
2013
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 Generalized “Max-Min” Sample for Surrogate Update, Structural and Multidisciplinary Optimization, vol. 49, 2013, pp. 683-687.
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.
2012
Lacaze, S., and Missoum, S., A Bayesian Approach for Identification using Support Vector Machines, Proceedings of the 2012 ASME Verification and Validation Symposium, 2012.
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.
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.
2010
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.

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