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Sankaran Mahadevan · Study
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Author
Sankaran Mahadevan
138 works
· latest 2023
· 2 institutions
cluster: provisional
ORCID 0000-0003-1969-2388
Works
60 shown
Correction: A comprehensive review of digital twin—part 2: roles of uncertainty quantification and optimization, a battery digital twin, and perspectives
Structural and Multidisciplinary Optimization
·
2023
·
10 authors
·
other
·
Open access
26
citations
Uncertainty Quantification for Additive Manufacturing Process Improvement: Recent Advances
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering
·
2021
·
3 authors
53
citations
Variance-based sensitivity analysis of dynamic systems with both input and model uncertainty
Mechanical Systems and Signal Processing
·
2021
·
2 authors
·
Open access
17
citations
Information fusion and machine learning for sensitivity analysis using physics knowledge and experimental data
Reliability Engineering & System Safety
·
2021
·
2 authors
·
Open access
51
citations
Bayesian network modeling of accident investigation reports for aviation safety assessment
Reliability Engineering & System Safety
·
2020
·
2 authors
·
Open access
216
citations
Fast surrogate modeling using dimensionality reduction in model inputs and field output: Application to additive manufacturing
Reliability Engineering & System Safety
·
2020
·
4 authors
·
Open access
64
citations
Probability-space surrogate modeling for fast multidisciplinary optimization under uncertainty
Reliability Engineering & System Safety
·
2020
·
2 authors
·
Open access
21
citations
Error estimation in coupled multi-physics models
Journal of Computational Physics
·
2019
·
2 authors
·
Open access
13
citations
Network Reconfiguration for Increasing Transportation System Resilience Under Extreme Events
Risk Analysis
·
2019
·
3 authors
54
citations
Active subspace-based dimension reduction for chemical kinetics applications with epistemic uncertainty
Combustion and Flame
·
2019
·
4 authors
·
Open access
21
citations
A new rule to combine dependent bodies of evidence
Soft Computing
·
2019
·
5 authors
83
citations
Probability models for data-Driven global sensitivity analysis
Reliability Engineering & System Safety
·
2018
·
2 authors
45
citations
Efficient global sensitivity analysis with correlated variables
Structural and Multidisciplinary Optimization
·
2018
·
3 authors
16
citations
Model Discrepancy Quantification in Simulation-Based Design of Dynamical Systems
Journal of Mechanical Design
·
2018
·
4 authors
16
citations
Adaptive Surrogate Modeling for Time-Dependent Multidisciplinary Reliability Analysis
Journal of Mechanical Design
·
2017
·
2 authors
·
Open access
22
citations
Uncertainty aggregation and reduction in structure–material performance prediction
Computational Mechanics
·
2017
·
3 authors
25
citations
A surrogate modeling approach for reliability analysis of a multidisciplinary system with spatio-temporal output
Structural and Multidisciplinary Optimization
·
2017
·
2 authors
30
citations
Efficient Kriging surrogate modeling approach for system reliability analysis
Artificial intelligence for engineering design analysis and manufacturing
·
2017
·
3 authors
29
citations
Sensor placement for calibration of spatially varying model parameters
Journal of Computational Physics
·
2017
·
3 authors
·
Open access
41
citations
Dynamics Model Validation Using Time-Domain Metrics
Journal of Verification Validation and Uncertainty Quantification
·
2017
·
3 authors
27
citations
Calibration experimental design considering field response and model uncertainty
Computer Methods in Applied Mechanics and Engineering
·
2017
·
3 authors
·
Open access
46
citations
Effectively Subsampled Quadratures for Least Squares Polynomial Approximations
SIAM/ASA Journal on Uncertainty Quantification
·
2017
·
3 authors
·
Open access
43
citations
Dependence assessment in human reliability analysis based on D numbers and AHP
Nuclear Engineering and Design
·
2016
·
4 authors
118
citations
Uncertainty quantification in prediction of material properties during additive manufacturing
Scripta Materialia
·
2016
·
2 authors
·
Open access
96
citations
Time-Dependent Reliability Analysis Using a Vine-ARMA Load Model
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering
·
2016
·
2 authors
13
citations
Segmented Bayesian Calibration of Multidisciplinary Models
AIAA Journal
·
2016
·
3 authors
21
citations
Reliability-based design optimization of multidisciplinary system under aleatory and epistemic uncertainty
Structural and Multidisciplinary Optimization
·
2016
·
2 authors
65
citations
Reliability analysis under epistemic uncertainty
Reliability Engineering & System Safety
·
2016
·
2 authors
·
Open access
114
citations
Uncertainty quantification in reliability estimation with limit state surrogates
Structural and Multidisciplinary Optimization
·
2016
·
3 authors
30
citations
An efficient modularized sample-based method to estimate the first-order Sobol׳ index
Reliability Engineering & System Safety
·
2016
·
1 author
·
Open access
105
citations
A Single-Loop Kriging Surrogate Modeling for Time-Dependent Reliability Analysis
Journal of Mechanical Design
·
2016
·
2 authors
·
Open access
325
citations
Stochastic Multidisciplinary Analysis with High-Dimensional Coupling
AIAA Journal
·
2016
·
2 authors
23
citations
An improved method to construct basic probability assignment based on the confusion matrix for classification problem
Information Sciences
·
2016
·
4 authors
615
citations
Uncertainty Quantification of Time-Dependent Reliability Analysis in the Presence of Parametric Uncertainty
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering
·
2016
·
3 authors
26
citations
UNCERTAINTY QUANTIFICATION OF MANUFACTURING PROCESS EFFECTS ON MACROSCALE MATERIAL PROPERTIES
International Journal for Multiscale Computational Engineering
·
2016
·
2 authors
17
citations
Bayesian Uncertainty Integration for Model Calibration, Validation, and Prediction
Journal of Verification Validation and Uncertainty Quantification
·
2015
·
2 authors
39
citations
Performance evaluation of a manufacturing process under uncertainty using Bayesian networks
Journal of Cleaner Production
·
2015
·
3 authors
·
Open access
75
citations
Role of calibration, validation, and relevance in multi-level uncertainty integration
Reliability Engineering & System Safety
·
2015
·
1 author
·
Open access
81
citations
Global sensitivity analysis-enhanced surrogate (GSAS) modeling for reliability analysis
Structural and Multidisciplinary Optimization
·
2015
·
2 authors
185
citations
Combining dependent bodies of evidence
Applied Intelligence
·
2015
·
4 authors
62
citations
Separation of aleatory and epistemic uncertainty in probabilistic model validation
Reliability Engineering & System Safety
·
2015
·
5 authors
·
Open access
72
citations
Relative contributions of aleatory and epistemic uncertainty sources in time series prediction
International Journal of Fatigue
·
2015
·
1 author
·
Open access
46
citations
Multi-fidelity approach to dynamics model calibration
Mechanical Systems and Signal Processing
·
2015
·
2 authors
·
Open access
50
citations
Time-Dependent System Reliability Analysis Using Random Field Discretization
Journal of Mechanical Design
·
2015
·
2 authors
57
citations
Human reliability under sleep deprivation: Derivation of performance shaping factor multipliers from empirical data
Reliability Engineering & System Safety
·
2015
·
2 authors
·
Open access
37
citations
A fuzzy extended analytic network process-based approach for global supplier selection
Applied Intelligence
·
2015
·
4 authors
44
citations
Dependence Assessment in Human Reliability Analysis Using Evidence Theory and AHP
Risk Analysis
·
2015
·
4 authors
176
citations
Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems
Reliability Engineering & System Safety
·
2015
·
2 authors
·
Open access
123
citations
Global Sensitivity Analysis for System Response Prediction Using Auxiliary Variable Method
AIAA Non-Deterministic Approaches Conference
·
2015
·
1 author
·
other
14
citations
Bayesian Sensitivity Analysis and Uncertainty Integration for Robust Optimization
Journal of Aerospace Information Systems
·
2014
·
2 authors
16
citations
Stochastic Multidisciplinary Analysis Under Epistemic Uncertainty
Journal of Mechanical Design
·
2014
·
3 authors
21
citations
Supplier selection based on evidence theory and analytic network process
Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture
·
2014
·
5 authors
·
Open access
62
citations
Uncertainty quantification in performance evaluation of manufacturing processes
IEEE International Conference on Big Data (BigData)
·
2014
·
2 authors
·
other
28
citations
D-CFPR: D numbers extended consistent fuzzy preference relations
Knowledge-Based Systems
·
2014
·
6 authors
·
Open access
58
citations
Selection of model discrepancy priors in Bayesian calibration
Journal of Computational Physics
·
2014
·
3 authors
·
Open access
99
citations
Variable-fidelity model selection for stochastic simulation
Reliability Engineering & System Safety
·
2014
·
2 authors
19
citations
A non-parametric method to determine basic probability assignment for classification problems
Applied Intelligence
·
2014
·
4 authors
49
citations
An evidential DEMATEL method to identify critical success factors in emergency management
Applied Soft Computing
·
2014
·
5 authors
194
citations
Inclusion of task dependence in human reliability analysis
Reliability Engineering & System Safety
·
2014
·
4 authors
24
citations
Uncertainty Quantification and Output Prediction in Multi-level Problems
AIAA Non-Deterministic Approaches Conference
·
2014
·
1 author
·
other
15
citations