Sankaran Mahadevan

Decision Sciences · Social Sciences

77h-index23.8kcitations714works1.72yr avg
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Research Topics

Probabilistic and Robust Engineering Design(393), Advanced Multi-Objective Optimization Algorithms(143), Fatigue and fracture mechanics(118), Structural Health Monitoring Techniques(113), Risk and Safety Analysis(68)

Publications713 total

Model calibration and uncertainty quantification of cellular automata-based pitting corrosion model
Computers & Structures·2026
Periodic Regression in the Principal Component Space for Multivariate, Multi‐Horizon, Probabilistic Forecasting
Journal of Forecasting·2025Open Access
Global sensitivity analysis for microstructural features to variability in elemental concentration of additively manufactured alloy 718
Materialia·2025· 1 citedOpen Access
Metal additive manufacturing simulation across length, time, and computing scales
International Materials Reviews·2025
Probabilistic Digital Twin for Damage-Aware Rotorcraft Path-Tracking Optimization Under Uncertainty
AIAA Journal·2025· 1 cited
Error quantification in mechanics computational models
River Publishers eBooks·2025
Ultrasonic Guided Wave-Based Online Monitoring of Selective Leaching in NPP Underground Piping
2025
Quantification of Aleatoric and Epistemic Uncertainty in Computational Models of Complex Systems
River Publishers eBooks·2025
Model Calibration for Fatigue Crack Growth Analysis under Uncertainty
River Publishers eBooks·2025
Impact of Mechanical Stratigraphy on Hydraulic Fracture Containment In the Delaware Basin, USA: Comparing Fracture Toughness versus Anisotropic Poroelastic and Viscous Relaxation Stress Barriers
2025
Operational risk quantification of power grids using graph neural network surrogates of the DC optimal power flow
Sustainable Energy Grids and Networks·2025· 2 citedOpen Access
Reliability engineering, risk management, and trustworthiness assurance for AI systems
Journal of Reliability Science and Engineering·2025· 7 citedOpen Access
Probabilistic generator contingency assessment for power grids with high renewable penetration
Sustainable Energy Grids and Networks·2025· 1 cited
Model Form Error Correction for a Black-Box Thermal Battery Heat Transfer Simulation
Journal of Verification Validation and Uncertainty Quantification·2025
Surrogate Modeling and Model Discrepancy Propagation in High-Dimensional Problems
2025
Probabilistic Digital Twin for Damage-Aware Rotorcraft Maneuvering
2025
Understanding speech: Linguistic principles in robotics
AIP conference proceedings·2025
Global Sensitivity Analysis for Microstructural Features to Variability in Elemental Concentration of Additively Manufactured Alloy 718
SSRN Electronic Journal·2025· 1 citedOpen Access
Global Sensitivity Analysis for Microstructural Features to Variability in Elemental Concentration of Additively Manufactured Alloy 718
SSRN Electronic Journal·2025Open Access
Human-Centered Design and Iterative Refinement of Tools and Methods to Implement a Surveillance and Risk Prediction System for Clinical Deterioration in Ambulatory Cancer Care
ACI Open·2025· 1 citedOpen Access
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Frequent Co-authors

Yong Deng(12), Xiaoge Zhang(8), Yong Hu(5), Zhen Hu(5), Xinyang Deng(4), Shankar Sankararaman(4), Ramesh Rebba(4), You Ling(3), Ruoxue Zhang(3), Yi Liu(3), Barron Bichon(2), Adam Thelen(2), Olga Fink(2), Yan Lu(2), Sayan Ghosh(2), Byeng D. Youn(2), Michael D. Todd(2), Chao Hu(2), Cai Gao(2), Xiaoyan Su(2)