@article {brevault2016reliability,
	title = {Reliability Analysis in the Presence of Aleatory and Epistemic Uncertainties, Application to the Prediction of a Launch Vehicle Fallout Zone},
	journal = {Journal of Mechanical Design},
	volume = {138},
	year = {2016},
	month = {09/2016},
	pages = {111401},
	doi = {10.1115/1.4034106},
	author = {Brevault, Lo{\"\i}c and Lacaze, Sylvain and Balesdent, Mathieu and Missoum, Samy}
}
@inbook {balesdent2015methods,
	title = {Methods for High Dimensional and Computationally Intensive Models},
	booktitle = { In Estimation of Rare Event Probabilities in Complex Aerospace and Other Systems, A Practical Approach. },
	year = {2015},
	publisher = {Elsevier},
	organization = {Elsevier},
	chapter = {8},
	author = {Balesdent, Mathieu and Brevault, Lo{\"\i}c and Lacaze, Sylvain and Missoum, Samy and Morio, Jerome}
}
@article {lacaze2015probability,
	title = {Probability of Failure Sensitivity with Respect to Decision Variables},
	journal = {Structural and Multidisciplinary Optimization},
	year = {2015},
	month = {04/2015},
	doi = {10.1007/s00158-015-1232-1},
	url = {http://codes.arizona.edu/sites/default/files/pdf/Sylvain2015a.pdf},
	author = {Lacaze, Sylvain and Brevault, Lo{\"\i}c and Missoum, Samy and Balesdent, Mathieu}
}
@conference {lacaze2015sampling,
	title = {A Sampling-based RBDO Algorithm with Local Refinement and Efficient Gradient Estimation},
	booktitle = {12th International Conference on Applications of Statistics Probability in Civil Engineering, Vancouver, Canada},
	year = {2015},
	author = {Lacaze, Sylvain and Missoum, Samy and Brevault, Lo{\"\i}c and Balesdent, Mathieu}
}
@conference {lacaze2014generalized,
	title = {A Generalized "Max-Min" Sample for Reliability Assessment with Dependent Variables},
	booktitle = {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},
	year = {2014},
	publisher = {American Society of Mechanical Engineers},
	organization = {American Society of Mechanical Engineers},
	address = {Buffalo, NY},
	doi = {10.1115/DETC2014-34051},
	url = {https://asmedigitalcollection.asme.org/IDETC-CIE/proceedings-abstract/IDETC-CIE2014/46285/V01AT02A039/256552},
	author = {Lacaze, Sylvain and Missoum, Samy}
}
@conference {lacaze2014identification,
	title = {Identification Under Uncertainty of Material Properties of Composite Sandwich Panels},
	booktitle = {American Society for Composites 29th Technical Conference 16th US-Japan Conference on Composite Materials ASTM-D30 Meeting},
	year = {2014},
	address = {San Diego, CA},
	author = {Lacaze, Sylvain and Missoum, Samy and Alijani, Farbod and Amabili, Marco}
}
@article {lacaze2014parameter,
	title = {Parameter Estimation with Correlated Outputs Using Fidelity Maps},
	journal = {Probabilistic Engineering Mechanics},
	volume = {38},
	year = {2014},
	pages = {13 - 21},
	issn = {0266-8920},
	doi = {http://dx.doi.org/10.1016/j.probengmech.2014.08.002},
	url = {http://codes.arizona.edu/sites/default/files/pdf/Lacaze2014a.pdf},
	author = {Lacaze, Sylvain and Missoum, Samy}
}
@conference {lacaze2013bayesian,
	title = {Bayesian Calibration Using Fidelity Maps},
	booktitle = {MS-MMSM14. Proceedings of the 11th International Conference on Structural Safety \& Reliability},
	year = {2013},
	address = {New York, NY},
	doi = {10.13140/2.1.2124.1287},
	url = {http://codes.arizona.edu/sites/default/files/pdf/Lacaze2013a.pdf},
	author = {Lacaze, Sylvain and Missoum, Samy}
}
@article {lacaze2013ageneralized,
	title = {A Generalized {\textquotedblleft}Max-Min{\textquotedblright} Sample for Surrogate Update},
	journal = {Structural and Multidisciplinary Optimization},
	volume = {49},
	year = {2013},
	month = {11/2013},
	pages = {683-687},
	issn = {1615-147X},
	doi = {10.1007/s00158-013-1011-9},
	url = {http://codes.arizona.edu/sites/default/files/pdf/Lacaze2013.pdf},
	author = {Lacaze, Sylvain and Missoum, Samy}
}
@conference {lacaze2013reliability,
	title = {Reliability-Based Design Optimization Using Kriging and Support Vector Machines},
	booktitle = {MS-MMSM16. Proceedings of the 11th International Conference on Structural Safety \& Reliability},
	year = {2013},
	address = {New-York, NY},
	doi = {10.1201/b16387-477},
	url = {http://codes.arizona.edu/sites/default/files/pdf/Lacaze2013b.pdf},
	author = {Lacaze, Sylvain and Missoum, Samy}
}
@conference {lacaze2012bayesian,
	title = {A Bayesian Approach for Identification using Support Vector Machines},
	booktitle = {Proceedings of the 2012 ASME Verification and Validation Symposium},
	year = {2012},
	url = {http://codes.arizona.edu/sites/default/files/pdf/Lacaze2012.pdf},
	author = {Lacaze, Sylvain and Missoum, Samy}
}
@article {basudhar2012constrained,
	title = {Constrained Efficient Global Optimization with Support Vector Machines},
	journal = {Structural and Multidisciplinary Optimization},
	volume = {46},
	number = {2},
	year = {2012},
	pages = {201-221},
	publisher = {Springer-Verlag},
	issn = {1615-147X},
	doi = {10.1007/s00158-011-0745-5},
	url = {http://codes.arizona.edu/sites/default/files/pdf/Basudhar2012.pdf},
	author = {Basudhar, Anirban and Dribusch, Christoph and Lacaze, Sylvain and Missoum, Samy}
}
@conference {lacaze2012fidelity,
	title = {Fidelity Maps for Model Update under Uncertainty: Application to a Piano Soundboard},
	booktitle = {Proceedings of the 53rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics and Materials Conference},
	year = {2012},
	doi = {10.2514/6.2012-1432},
	url = {http://codes.arizona.edu/sites/default/files/pdf/Lacaze2012a.pdf},
	author = {Lacaze, Sylvain and Missoum, Samy}
}
@conference {basudhar2010constrained,
	title = {Constrained Efficient Global Optimization with Probabilistic Support Vector Machines},
	booktitle = {Proceedings of the 13th AIAA/ISSMO Multidisciplinary Analysis Optimization Conference},
	year = {2010},
	doi = {10.2514/6.2010-9230},
	author = {Basudhar, Anirban and Lacaze, Sylvain and Missoum, Samy}
}
