Cedric Jean-Marie Sallaberry

Survey of sampling-based methods for uncertainty and sensitivity analysis

J.C. Helton, Jay Johnson, Cedric Jean-Marie Sallaberry et al. · Reliability Engineering & System Safety · 2006 · 1.2K citations

Engineering, Uncertainty Quantification, Sensitivity Analysis +3

Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding models

Curtis B. Storlie, Laura Swiler, J.C. Helton et al. · Reliability Engineering & System Safety · 2009 · 316 citations

Parametric Programming, Nonparametric Regression Procedures, Engineering +7

Representation of analysis results involving aleatory and epistemic uncertainty

J.C. Helton, Jay Johnson, William L. Oberkampf et al. · International Journal of General Systems · 2010 · 152 citations

Reliability, Engineering, Uncertainty Modeling +14

Extension of Latin hypercube samples with correlated variables

Cedric Jean-Marie Sallaberry, J.C. Helton, Stephen C. Hora · Reliability Engineering & System Safety · 2007 · 109 citations

Multidimensional Analysis, Latin Hypercube Samples, Statistical Inference +2

Sensitivity analysis in conjunction with evidence theory representations of epistemic uncertainty

J.C. Helton, Jay Johnson, William L. Oberkampf et al. · Reliability Engineering & System Safety · 2006 · 108 citations

Reliability, Cognitive Science, Engineering +14