Sankaran Mahadevan

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 61

Top Venues

Reliab. Eng. Syst. Saf.

CoRR

J. Comput. Phys.

Decis. Support Syst.

Publications

Yingxiao Kong, Sankaran Mahadevan
Identifying Anomalous Behavior in Aircraft Landing Trajectory Using a Bayesian Autoencoder. J. Aerosp. Inf. Syst. 21 (1) (2024)
Yadong Zhang, Pranav M. Karve, Sankaran Mahadevan
Graph neural networks for power grid operational risk assessment under evolving grid topology. CoRR (2024)
S. Miele, Pranav Karve, Sankaran Mahadevan
Multi-fidelity physics-informed machine learning for probabilistic damage diagnosis. Reliab. Eng. Syst. Saf. 235 (2023)
Abhinav Subramanian, Sankaran Mahadevan
Probabilistic physics-informed machine learning for dynamic systems. Reliab. Eng. Syst. Saf. 230 (2023)
Berkcan Kapusuzoglu, Sankaran Mahadevan, Shunsaku Matsumoto, Yoshitomo Miyagi, Daigo Watanabe
Multi-Level Bayesian Calibration of a Multi-Component Dynamic System Model. J. Comput. Inf. Sci. Eng. 23 (1) (2023)
Paromita Nath, Sankaran Mahadevan
Probabilistic predictive control of porosity in laser powder bed fusion. J. Intell. Manuf. 34 (3) (2023)
Yadong Zhang, Pranav M. Karve, Sankaran Mahadevan
Graph Neural Networks for Power Grid Operational Risk Assessment. CoRR (2023)
Oliver Stover, Pranav Karve, Sankaran Mahadevan
Reliability and risk metrics to assess operational adequacy and flexibility of power grids. Reliab. Eng. Syst. Saf. 231 (2023)
Yadong Zhang, Pranav M. Karve, Sankaran Mahadevan
Power grid operational risk assessment using graph neural network surrogates. CoRR (2023)
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies. CoRR (2022)
Xiaoge Zhang, Felix T. S. Chan, Sankaran Mahadevan
Explainable machine learning in image classification models: An uncertainty quantification perspective. Knowl. Based Syst. 243 (2022)
Yingxiao Kong, Xiaoge Zhang, Sankaran Mahadevan
Bayesian Deep Learning for Aircraft Hard Landing Safety Assessment. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Abhinav Subramanian, Sankaran Mahadevan
Non-intrusive estimation of model error and discrepancy in dynamics models. J. Comput. Phys. 471 (2022)
Eric VanDerHorn, Zhenghua Wang, Sankaran Mahadevan
Towards a digital twin approach for vessel-specific fatigue damage monitoring and prognosis. Reliab. Eng. Syst. Saf. 219 (2022)
Abhinav Subramanian, Sankaran Mahadevan
Importance sampling for probabilistic prognosis of sector-wide flight separation safety. Reliab. Eng. Syst. Saf. 222 (2022)
Xiaoge Zhang, Zhen Hu, Sankaran Mahadevan
Bilevel Optimization Model for Resilient Configuration of Logistics Service Centers. IEEE Trans. Reliab. 71 (1) (2022)
Oliver Stover, Pranav Karve, Sankaran Mahadevan, Wenbo Chen, Haoruo Zhao, Mathieu Tanneau, Pascal Van Hentenryck
Just-In-Time Learning for Operational Risk Assessment in Power Grids. CoRR (2022)
Oliver Stover, Sankaran Mahadevan
Data-Driven Modeling of Aircraft Midair Separation Violation. IEEE Trans. Intell. Transp. Syst. 23 (9) (2022)
Yingxiao Kong, Sankaran Mahadevan
Aircraft Landing Distance Prediction: A Multistep Long Short-Term Memory Approach. J. Aerosp. Inf. Syst. 19 (5) (2022)
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu, Zhen Hu
A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives. CoRR (2022)
Abhinav Subramanian, Sankaran Mahadevan
Model error propagation from experimental to prediction configuration. J. Comput. Phys. 443 (2021)
Berkcan Kapusuzoglu, Sankaran Mahadevan
Information fusion and machine learning for sensitivity analysis using physics knowledge and experimental data. Reliab. Eng. Syst. Saf. 214 (2021)
Xiaoge Zhang, Sankaran Mahadevan
Bayesian network modeling of accident investigation reports for aviation safety assessment. Reliab. Eng. Syst. Saf. 209 (2021)
Saideep Nannapaneni, Sankaran Mahadevan, Abhishek Dubey, Yung-Tsun Tina Lee
Online monitoring and control of a cyber-physical manufacturing process under uncertainty. J. Intell. Manuf. 32 (5) (2021)
Eric VanDerHorn, Sankaran Mahadevan
Digital Twin: Generalization, characterization and implementation. Decis. Support Syst. 145 (2021)
Saideep Nannapaneni, Sankaran Mahadevan
Probability-space surrogate modeling for fast multidisciplinary optimization under uncertainty. Reliab. Eng. Syst. Saf. 198 (2020)
Manav Vohra, Paromita Nath, Sankaran Mahadevan, Yung-Tsun Tina Lee
Fast surrogate modeling using dimensionality reduction in model inputs and field output: Application to additive manufacturing. Reliab. Eng. Syst. Saf. 201 (2020)
Xiaoge Zhang, Sankaran Mahadevan
Bayesian neural networks for flight trajectory prediction and safety assessment. Decis. Support Syst. 131 (2020)
Xiaoge Zhang, Sankaran Mahadevan, Nathan Lau, Matthew B. Weinger
Multi-source information fusion to assess control room operator performance. Reliab. Eng. Syst. Saf. 194 (2020)
Xiaoge Zhang, Sankaran Mahadevan
Ensemble machine learning models for aviation incident risk prediction. Decis. Support Syst. 116 (2019)
Manav Vohra, Alen Alexanderian, Cosmin Safta, Sankaran Mahadevan
Sensitivity-Driven Adaptive Construction of Reduced-space Surrogates. J. Sci. Comput. 79 (2) (2019)
Zhen Hu, Sankaran Mahadevan
Probability models for data-Driven global sensitivity analysis. Reliab. Eng. Syst. Saf. 187 (2019)
Xiaoyan Su, Lusu Li, Hong Qian, Sankaran Mahadevan, Yong Deng
A new rule to combine dependent bodies of evidence. Soft Comput. 23 (20) (2019)
Abhinav Subramanian, Sankaran Mahadevan
Error estimation in coupled multi-physics models. J. Comput. Phys. 395 (2019)
Xiaoge Zhang, Sankaran Mahadevan, Shankar Sankararaman, Kai Goebel
Resilience-based network design under uncertainty. Reliab. Eng. Syst. Saf. 169 (2018)
Daijun Wei, Xiaoge Zhang, Sankaran Mahadevan
Measuring the vulnerability of community structure in complex networks. Reliab. Eng. Syst. Saf. 174 (2018)
Eric VanDerHorn, Sankaran Mahadevan
Bayesian model updating with summarized statistical and reliability data. Reliab. Eng. Syst. Saf. 172 (2018)
Subhav Pradhan, Abhishek Dubey, Shweta Khare, Saideep Nannapaneni, Aniruddha S. Gokhale, Sankaran Mahadevan, Douglas C. Schmidt, Martin Lehofer
CHARIOT: Goal-Driven Orchestration Middleware for Resilient IoT Systems. ACM Trans. Cyber Phys. Syst. 2 (3) (2018)
Xiaoge Zhang, Sankaran Mahadevan
A Bio-Inspired Approach to Traffic Network Equilibrium Assignment Problem. IEEE Trans. Cybern. 48 (4) (2018)
Chenzhao Li, Sankaran Mahadevan
Efficient approximate inference in Bayesian networks with continuous variables. Reliab. Eng. Syst. Saf. 169 (2018)
Xiaoge Zhang, Sankaran Mahadevan
A Game Theoretic Approach to Network Reliability Assessment. IEEE Trans. Reliab. 66 (3) (2017)
Zhen Hu, Saideep Nannapaneni, Sankaran Mahadevan
Efficient Kriging surrogate modeling approach for system reliability analysis. Artif. Intell. Eng. Des. Anal. Manuf. 31 (2) (2017)
Saideep Nannapaneni, Abhishek Dubey, Sankaran Mahadevan
Performance evaluation of smart systems under uncertainty. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2017)
Xiaoge Zhang, Sankaran Mahadevan, Xinyang Deng
Reliability analysis with linguistic data: An evidential network approach. Reliab. Eng. Syst. Saf. 162 (2017)
Zhen Li, Fuyuan Xiao, Liguo Fei, Sankaran Mahadevan, Yong Deng
An Evidential Failure Mode and Effects Analysis Using Linguistic Terms. Qual. Reliab. Eng. Int. 33 (5) (2017)
Xiaoge Zhang, Andrew Adamatzky, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng
Physarum solver: a bio-inspired method for sustainable supply chain network design problem. Ann. Oper. Res. 254 (1-2) (2017)
Paromita Nath, Zhen Hu, Sankaran Mahadevan
Sensor placement for calibration of spatially varying model parameters. J. Comput. Phys. 343 (2017)
Xiaoge Zhang, Sankaran Mahadevan
Aircraft re-routing optimization and performance assessment under uncertainty. Decis. Support Syst. 96 (2017)
Xiaoge Zhang, Felix T. S. Chan, Andrew Adamatzky, Sankaran Mahadevan, Hai Yang, Zili Zhang, Yong Deng
An intelligent physarum solver for supply chain network design under profit maximization and oligopolistic competition. Int. J. Prod. Res. 55 (1) (2017)
Dan Ao, Zhen Hu, Sankaran Mahadevan
Design of validation experiments for life prediction models. Reliab. Eng. Syst. Saf. 165 (2017)
Pranay Seshadri, Akil Narayan, Sankaran Mahadevan
Effectively Subsampled Quadratures for Least Squares Polynomial Approximations. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Shun-Peng Zhu, Hong-Zhong Huang, Weiwen Peng, Hai-Kun Wang, Sankaran Mahadevan
Probabilistic Physics of Failure-based framework for fatigue life prediction of aircraft gas turbine discs under uncertainty. Reliab. Eng. Syst. Saf. 146 (2016)
Chenzhao Li, Sankaran Mahadevan
Role of calibration, validation, and relevance in multi-level uncertainty integration. Reliab. Eng. Syst. Saf. 148 (2016)
Chenzhao Li, Sankaran Mahadevan
An efficient modularized sample-based method to estimate the first-order Sobol' index. Reliab. Eng. Syst. Saf. 153 (2016)
Xiaoge Zhang, Andrew Adamatzky, Xin-She Yang, Hai Yang, Sankaran Mahadevan, Yong Deng
A Physarum-inspired approach to supply chain network design. Sci. China Inf. Sci. 59 (5) (2016)
Saideep Nannapaneni, Sankaran Mahadevan
Reliability analysis under epistemic uncertainty. Reliab. Eng. Syst. Saf. 155 (2016)
Xiaoyan Su, Sankaran Mahadevan, Wenhua Han, Yong Deng
Combining dependent bodies of evidence. Appl. Intell. 44 (3) (2016)
Zhen Hu, Sankaran Mahadevan
Accelerated Life Testing (ALT) Design Based on Computational Reliability Analysis. Qual. Reliab. Eng. Int. 32 (7) (2016)
Joshua Mullins, You Ling, Sankaran Mahadevan, Lin Sun, Alejandro Strachan
Separation of aleatory and epistemic uncertainty in probabilistic model validation. Reliab. Eng. Syst. Saf. 147 (2016)
Xinyang Deng, Qi Liu, Yong Deng, Sankaran Mahadevan
An improved method to construct basic probability assignment based on the confusion matrix for classification problem. Inf. Sci. (2016)
Saideep Nannapaneni, Sankaran Mahadevan, Subhav Pradhan, Abhishek Dubey
Towards Reliability-Based Decision Making in Cyber-Physical Systems. SMARTCOMP (2016)
Chen Liang, Sankaran Mahadevan
Bayesian Sensitivity Analysis and Uncertainty Integration for Robust Optimization. J. Aerosp. Inf. Syst. 12 (1) (2015)
Xiaoge Zhang, Sankaran Mahadevan, Yong Deng
-Inspired Applications in Graph-Optimization Problems. Parallel Process. Lett. 25 (1) (2015)
Xiaoyan Su, Sankaran Mahadevan, Peida Xu, Yong Deng
Handling of Dependence in Dempster-Shafer Theory. Int. J. Intell. Syst. 30 (4) (2015)
Qi Zhang, Meizhu Li, Yong Deng, Sankaran Mahadevan
Measure the similarity of nodes in the complex networks. CoRR (2015)
Xinyang Deng, Xi Lu, Felix T. S. Chan, Rehan Sadiq, Sankaran Mahadevan, Yong Deng
D-CFPR: D numbers extended consistent fuzzy preference relations. Knowl. Based Syst. 73 (2015)
Yong Deng, Sankaran Mahadevan, Deyun Zhou
Vulnerability Assessment of Physical Protection Systems: A Bio-Inspired Approach. Int. J. Unconv. Comput. 11 (3-4) (2015)
Qi Zhang, Meizhu Li, Yong Deng, Sankaran Mahadevan
Tsallis entropy of complex networks. CoRR (2015)
Xiaoge Zhang, Yong Deng, Felix T. S. Chan, Sankaran Mahadevan
A fuzzy extended analytic network process-based approach for global supplier selection. Appl. Intell. 43 (4) (2015)
Candice D. Griffith, Sankaran Mahadevan
Human reliability under sleep deprivation: Derivation of performance shaping factor multipliers from empirical data. Reliab. Eng. Syst. Saf. 144 (2015)
Shankar Sankararaman, Sankaran Mahadevan
Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems. Reliab. Eng. Syst. Saf. 138 (2015)
Qing Wang, Xiaoge Zhang, Sankaran Mahadevan, Yong Deng
Solving the Longest Path Problem in Directed Acyclic Graphs Based on Amoeba Algorithm. Int. J. Unconv. Comput. 11 (2) (2015)
Xinyang Deng, Yong Hu, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng
Parameter estimation based on interval-valued belief structures. Eur. J. Oper. Res. 241 (2) (2015)
Qi Zhang, Meizhu Li, Yuxian Du, Yong Deng, Sankaran Mahadevan
Nonextensive analysis on the local structure entropy of complex networks. CoRR (2015)
Linyan Cao, Meizhu Li, Rehan Sadiq, Sankaran Mahadevan, Yong Deng
Developing environmental indices using fuzzy numbers power average (FN-PA) operator. Int. J. Syst. Assur. Eng. Manag. 6 (2) (2015)
Saideep Nannapaneni, Sankaran Mahadevan, David Lechevalier, Anantha Narayanan, Sudarsan Rachuri
Automated uncertainty quantification analysis using a system model and data. IEEE BigData (2015)
Qi Zhang, Xi Lu, Meizhu Li, Yong Deng, Sankaran Mahadevan
A new structure entropy of complex networks based on Tsallis nonextensive statistical mechanics. CoRR (2014)
Qi Zhang, Meizhu Li, Yong Deng, Sankaran Mahadevan
Tsallis information dimension of complex networks. CoRR (2014)
Xinyang Deng, Zhen Wang, Qi Liu, Yong Deng, Sankaran Mahadevan
A belief-based evolutionarily stable strategy. CoRR (2014)
Li Gou, Yong Deng, Rehan Sadiq, Sankaran Mahadevan
Modeling contaminant intrusion in water distribution networks based on D numbers. CoRR (2014)
Xiaoge Zhang, Andrew Adamatzky, Hai Yang, Sankaran Mahadevan, Xin-She Yang, Qing Wang, Yong Deng
A bio-inspired algorithm for identification of critical components in the transportation networks. Appl. Math. Comput. 248 (2014)
Xiaoge Zhang, Yajuan Zhang, Zili Zhang, Sankaran Mahadevan, Andrew Adamatzky, Yong Deng
Rapid Physarum Algorithm for shortest path problem. Appl. Soft Comput. 23 (2014)
Xiaoyan Su, Sankaran Mahadevan, Peida Xu, Yong Deng
Inclusion of task dependence in human reliability analysis. Reliab. Eng. Syst. Saf. 128 (2014)
Xiaoge Zhang, Andrew Adamatzky, Xin-She Yang, Hai Yang, Sankaran Mahadevan, Yong Deng
A Physarum-Inspired Approach to Optimal Supply Chain Network Design at Minimum Total Cost with Demand Satisfaction. CoRR (2014)
Shiyan Huang, Xiaoyan Su, Yong Hu, Sankaran Mahadevan, Yong Deng
A new decision-making method by incomplete preferences based on evidence distance. Knowl. Based Syst. 56 (2014)
Xinyang Deng, Felix T. S. Chan, Rehan Sadiq, Sankaran Mahadevan, Yong Deng
D-CFPR: D numbers extended consistent fuzzy preference relations. CoRR (2014)
Xinyang Deng, Yong Hu, Yong Deng, Sankaran Mahadevan
Environmental impact assessment based on D numbers. Expert Syst. Appl. 41 (2) (2014)
Peida Xu, Xiaoyan Su, Sankaran Mahadevan, Chenzhao Li, Yong Deng
A non-parametric method to determine basic probability assignment for classification problems. Appl. Intell. 41 (3) (2014)
Xinyang Deng, Yong Hu, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng
Parameter estimation based on interval-valued belief structures. CoRR (2014)
Cai Gao, Chao Yan, Daijun Wei, Yong Hu, Sankaran Mahadevan, Yong Deng
A biologically inspired model for transshipment problem. CoRR (2014)
You Ling, Joshua Mullins, Sankaran Mahadevan
Selection of model discrepancy priors in Bayesian calibration. J. Comput. Phys. 276 (2014)
Xiaoge Zhang, Qing Wang, Andrew Adamatzky, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng
A Biologically Inspired Optimization Algorithm for Solving Fuzzy Shortest Path Problems with Mixed Fuzzy Arc Lengths. J. Optim. Theory Appl. 163 (3) (2014)
Xiaoge Zhang, Qing Wang, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng
Optimization Algorithm for the Bi-objective Shortest Path Problem. Int. J. Unconv. Comput. 10 (1-2) (2014)
Ya Li, Yong Hu, Xiaoge Zhang, Yong Deng, Sankaran Mahadevan
An evidential DEMATEL method to identify critical success factors in emergency management. Appl. Soft Comput. 22 (2014)
Haixin Zhang, Yong Hu, Xin Lan, Sankaran Mahadevan, Yong Deng
Fuzzy fractal dimension of complex networks. Appl. Soft Comput. 25 (2014)
Xinyang Deng, Yong Hu, Yong Deng, Sankaran Mahadevan
Supplier selection using AHP methodology extended by D numbers. Expert Syst. Appl. 41 (1) (2014)
Saideep Nannapaneni, Sankaran Mahadevan
Uncertainty quantification in performance evaluation of manufacturing processes. IEEE BigData (2014)
Joshua Mullins, Sankaran Mahadevan
Variable-fidelity model selection for stochastic simulation. Reliab. Eng. Syst. Saf. 131 (2014)
Li Gou, Bo Wei, Rehan Sadiq, Sankaran Mahadevan, Yong Deng
An improved vulnerability index of complex networks based on fractal dimension. CoRR (2014)
Yuxian Du, Shiyu Chen, Yong Hu, Felix T. S. Chan, Sankaran Mahadevan, Yong Deng
Ranking basic belief assignments in decision making under uncertain environment. CoRR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sankaran Mahadevan