Shankar Sankararaman

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 7

Top Topics

Bayesian Inference

Hyperparameters

High Prediction Accuracy

Engineering Systems

Top Venues

Reliab. Eng. Syst. Saf.

IEEE Trans. Reliab.

J. Aerosp. Inf. Syst.

Comput. Ind. Eng.

Publications

Xiaoge Zhang, Sankaran Mahadevan, Shankar Sankararaman, Kai Goebel
Resilience-based network design under uncertainty. Reliab. Eng. Syst. Saf. 169 (2018)
Márcia Baptista, Shankar Sankararaman, Ivo Paixao de Medeiros, Cairo L. Nascimento Jr., Helmut Prendinger, Elsa M. P. Henriques
Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling. Comput. Ind. Eng. 115 (2018)
Manuel Chiachío, Juan Chiachío, Shankar Sankararaman, Kai Goebel, John D. Andrews
A new algorithm for prognostics using Subset Simulation. Reliab. Eng. Syst. Saf. 168 (2017)
Hamed Khorasgani, Gautam Biswas, Shankar Sankararaman
Methodologies for system-level remaining useful life prediction. Reliab. Eng. Syst. Saf. 154 (2016)
Juan Chiachío, Manuel Chiachío, Shankar Sankararaman, Abhinav Saxena, Kai Goebel
Condition-based prediction of time-dependent reliability in composites. Reliab. Eng. Syst. Saf. 142 (2015)
Shankar Sankararaman
Sequential Refinement of Uncertainty Through Bayesian Inference and Global Sensitivity Analysis. J. Aerosp. Inf. Syst. 12 (1) (2015)
Shankar Sankararaman, Sankaran Mahadevan
Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems. Reliab. Eng. Syst. Saf. 138 (2015)
Shankar Sankararaman, Matthew J. Daigle, Kai Goebel
Uncertainty Quantification in Remaining Useful Life Prediction Using First-Order Reliability Methods. IEEE Trans. Reliab. 63 (2) (2014)
Shankar Sankararaman, Sankaran Mahadevan
Separating the contributions of variability and parameter uncertainty in probability distributions. Reliab. Eng. Syst. Saf. 112 (2013)
Shankar Sankararaman, Sankaran Mahadevan
Model validation under epistemic uncertainty. Reliab. Eng. Syst. Saf. 96 (9) (2011)
Shankar Sankararaman, Sankaran Mahadevan
Likelihood-based representation of epistemic uncertainty due to sparse point data and/or interval data. Reliab. Eng. Syst. Saf. 96 (7) (2011)