Shankar Sankararaman

Forecasting fault events for predictive maintenance using data-driven techniques and ARMA modeling

Márcia L. Baptista, Shankar Sankararaman, Ivo Paixão de Medeiros et al. · Computers & Industrial Engineering · 2017 · 237 citations

Software Maintenance, Engineering, Fault Forecasting +17

Uncertainty quantification and model validation of fatigue crack growth prediction

Shankar Sankararaman, You Ling, Sankaran Mahadevan · Engineering Fracture Mechanics · 2011 · 212 citations

Model Validation, Engineering, Service Life Prediction +11

Significance, interpretation, and quantification of uncertainty in prognostics and remaining useful life prediction

Shankar Sankararaman · Mechanical Systems and Signal Processing · 2014 · 171 citations

Prognostic Evaluation, Engineering, Life Prediction +9

Likelihood-based representation of epistemic uncertainty due to sparse point data and/or interval data

Shankar Sankararaman, Sankaran Mahadevan · Reliability Engineering & System Safety · 2011 · 155 citations

Interval Data, Uncertainty Quantification, Uncertain Database +8

Resilience-based network design under uncertainty

Xiaoge Zhang, Sankaran Mahadevan, Shankar Sankararaman et al. · Reliability Engineering & System Safety · 2017 · 142 citations

Network Science, Survivable Network, Uncertainty Quantification +5