Likelihood-based representation of epistemic uncertainty due to sparse point data and/or interval data. - Shankar Sankararaman; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2011)

Model validation under epistemic uncertainty. - Shankar Sankararaman; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2011)

Separating the contributions of variability and parameter uncertainty in probability distributions. - Shankar Sankararaman; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2013)

Uncertainty Quantification in Remaining Useful Life Prediction Using First-Order Reliability Methods. - Shankar Sankararaman; Matthew J. Daigle; Kai Goebel (IEEE Trans. Reliab., 2014)

Sequential Refinement of Uncertainty Through Bayesian Inference and Global Sensitivity Analysis. - Shankar Sankararaman (J. Aerosp. Inf. Syst., 2015)

Condition-based prediction of time-dependent reliability in composites. - Juan Chiachío; Manuel Chiachío; Shankar Sankararaman; Abhinav Saxena; Kai Goebel (Reliab. Eng. Syst. Saf., 2015)

Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems. - Shankar Sankararaman; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2015)

Methodologies for system-level remaining useful life prediction. - Hamed Khorasgani; Gautam Biswas; Shankar Sankararaman (Reliab. Eng. Syst. Saf., 2016)

A new algorithm for prognostics using Subset Simulation. - Manuel Chiachío; Juan Chiachío; Shankar Sankararaman; Kai Goebel; John D. Andrews (Reliab. Eng. Syst. Saf., 2017)

Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling. - Márcia Baptista; Shankar Sankararaman; Ivo Paixao de Medeiros; Cairo L. Nascimento Jr.; Helmut Prendinger; Elsa M. P. Henriques (Comput. Ind. Eng., 2018)

Resilience-based network design under uncertainty. - Xiaoge Zhang 001; Sankaran Mahadevan; Shankar Sankararaman; Kai Goebel (Reliab. Eng. Syst. Saf., 2018)