Integration of computation and testing for reliability estimation. - Ruoxue Zhang; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2001)

Reliability analysis of automotive body-door subsystem. - Tong Zou; Sankaran Mahadevan; Zissimos P. Mourelatos; Paul Meernik (Reliab. Eng. Syst. Saf., 2002)

Damage tolerance reliability analysis of automotive spot-welded joints. - Sankaran Mahadevan; Kan Ni (Reliab. Eng. Syst. Saf., 2003)

Bayesian methodology for reliability model acceptance. - Ruoxue Zhang; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2003)

Reliability-based evaluation of automotive wind noise quality. - Tong Zou; Sankaran Mahadevan; Zissimos P. Mourelatos (Reliab. Eng. Syst. Saf., 2003)

Validation of reliability computational models using Bayes networks. - Sankaran Mahadevan; Ramesh Rebba (Reliab. Eng. Syst. Saf., 2005)

Reliability-based failure cause assessment of collapsed bridge during construction. - Hyun-Ho Choi; Sang-Yoon Lee; Il-Yoon Choi; Hyo-Nam Cho; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2006)

Validation of models with multivariate output. - Ramesh Rebba; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2006)

Validation and error estimation of computational models. - Ramesh Rebba; Sankaran Mahadevan; Shuping Huang (Reliab. Eng. Syst. Saf., 2006)

Multi-level Methods for Combined Diagnostics and Prognostics. - Gautam Biswas; Sankaran Mahadevan (AAAI Fall Symposium: Artificial Intelligence for Prognostics, 2007)

Improving railroad wheel inspection planning using classification methods. - Cen Li; Brant Stratman; Sankaran Mahadevan (Artificial Intelligence and Applications, 2007)

Bayesian risk-based decision method for model validation under uncertainty. - Xiaomo Jiang; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2007)

Multiaxial fatigue reliability analysis of railroad wheels. - Yongming Liu; Liming Liu; Brant Stratman; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2008)

Computational methods for model reliability assessment. - Ramesh Rebba; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2008)

Bayesian structural equation modeling method for hierarchical model validation. - Xiaomo Jiang; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2009)

A framework for designing policies for networked systems with uncertainty. - Surya Pathak; Mark P. McDonald; Sankaran Mahadevan (Decis. Support Syst., 2010)

Examining metrics and methods for determining critical facility system effectiveness. - Patrick T. Hester; Kevin MacG. Adams; Sankaran Mahadevan (Int. J. Crit. Infrastructures, 2010)

Identification of critical inspection samples among railroad wheels by similarity-based agglomerative clustering. - Brant Stratman; Sankaran Mahadevan; Cen Li; Gautam Biswas (Integr. Comput. Aided Eng., 2011)

Efficient surrogate models for reliability analysis of systems with multiple failure modes. - Barron J. Bichon; John M. McFarland; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2011)

Inclusion of fatigue effects in human reliability analysis. - Candice D. Griffith; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2011)

Likelihood-based representation of epistemic uncertainty due to sparse point data and/or interval data. - Shankar Sankararaman; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2011)

Model validation under epistemic uncertainty. - Shankar Sankararaman; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2011)

Quantification of margins and uncertainties of complex systems in the presence of aleatoric and epistemic uncertainty. - Angel Urbina; Sankaran Mahadevan; Thomas L. Paez (Reliab. Eng. Syst. Saf., 2011)

A probabilistic approach for representation of interval uncertainty. - Kais Zaman; Sirisha Rangavajhala; Mark P. McDonald; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2011)

System Modeling for SHM Using Dynamic Bayesian Networks. - Gregory Bartram; Sankaran Mahadevan (Infotech@Aerospace, 2012)

Fuzzy Dijkstra algorithm for shortest path problem under uncertain environment. - Yong Deng 001; Yuxin Chen; Yajuan Zhang; Sankaran Mahadevan (Appl. Soft Comput., 2012)

Evidential cognitive maps. - Bingyi Kang; Yong Deng 001; Rehan Sadiq; Sankaran Mahadevan (Knowl. Based Syst., 2012)

Solving 0-1 knapsack problems based on amoeboid organism algorithm. - Xiaoge Zhang 001; Shiyan Huang; Yong Hu 002; Yajuan Zhang; Sankaran Mahadevan; Yong Deng 001 (Appl. Math. Comput., 2013)

A biologically inspired solution for fuzzy shortest path problems. - Yajuan Zhang; Zili Zhang 001; Yong Deng 001; Sankaran Mahadevan (Appl. Soft Comput., 2013)

A Visibility Graph Averaging Aggregation Operator. - Shiyu Chen; Yong Hu 002; Sankaran Mahadevan; Yong Deng 001 (CoRR, 2013)

Ranking basic belief assignments in decision making under uncertain environment. - Yuxian Du; Shiyu Chen; Yong Hu 002; Felix T. S. Chan; Sankaran Mahadevan; Yong Deng 001 (CoRR, 2013)

An Adaptive Amoeba Algorithm for Shortest Path Tree Computation in Dynamic Graphs. - Xiaoge Zhang 001; Qi Liu 024; Yong Hu 002; Felix T. S. Chan; Sankaran Mahadevan; Zili Zhang 001; Yong Deng 001 (CoRR, 2013)

An adaptive amoeba algorithm for constrained shortest paths. - Xiaoge Zhang 001; Yajuan Zhang; Yong Hu 002; Yong Deng 001; Sankaran Mahadevan (Expert Syst. Appl., 2013)

A new method to determine basic probability assignment from training data. - Peida Xu; Yong Deng 001; Xiaoyan Su; Sankaran Mahadevan (Knowl. Based Syst., 2013)

Quantitative model validation techniques: New insights. - You Ling; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2013)

Separating the contributions of variability and parameter uncertainty in probability distributions. - Shankar Sankararaman; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2013)

Uncertainty quantification in performance evaluation of manufacturing processes. - Saideep Nannapaneni; Sankaran Mahadevan (IEEE BigData, 2014)

A bio-inspired algorithm for identification of critical components in the transportation networks. - Xiaoge Zhang 001; Andrew Adamatzky; Hai Yang 003; Sankaran Mahadevan; Xin-She Yang 001; Qing Wang 053; Yong Deng 001 (Appl. Math. Comput., 2014)

A non-parametric method to determine basic probability assignment for classification problems. - Peida Xu; Xiaoyan Su; Sankaran Mahadevan; Chenzhao Li; Yong Deng 001 (Appl. Intell., 2014)

An evidential DEMATEL method to identify critical success factors in emergency management. - Ya Li; Yong Hu 002; Xiaoge Zhang 001; Yong Deng 001; Sankaran Mahadevan (Appl. Soft Comput., 2014)

Fuzzy fractal dimension of complex networks. - Haixin Zhang; Yong Hu 002; Xin Lan; Sankaran Mahadevan; Yong Deng 001 (Appl. Soft Comput., 2014)

Rapid Physarum Algorithm for shortest path problem. - Xiaoge Zhang 001; Yajuan Zhang; Zili Zhang 001; Sankaran Mahadevan; Andrew Adamatzky; Yong Deng 001 (Appl. Soft Comput., 2014)

D-CFPR: D numbers extended consistent fuzzy preference relations. - Xinyang Deng; Felix T. S. Chan; Rehan Sadiq; Sankaran Mahadevan; Yong Deng 001 (CoRR, 2014)

A belief-based evolutionarily stable strategy. - Xinyang Deng; Zhen Wang; Qi Liu 024; Yong Deng 001; Sankaran Mahadevan (CoRR, 2014)

A biologically inspired model for transshipment problem. - Cai Gao; Chao Yan; Daijun Wei; Yong Hu 002; Sankaran Mahadevan; Yong Deng 001 (CoRR, 2014)

Modeling contaminant intrusion in water distribution networks based on D numbers. - Li Gou; Yong Deng 001; Rehan Sadiq; Sankaran Mahadevan (CoRR, 2014)

An improved vulnerability index of complex networks based on fractal dimension. - Li Gou; Bo Wei; Rehan Sadiq; Sankaran Mahadevan; Yong Deng 001 (CoRR, 2014)

A Physarum-Inspired Approach to Optimal Supply Chain Network Design at Minimum Total Cost with Demand Satisfaction. - Xiaoge Zhang 001; Andrew Adamatzky; Xin-She Yang 001; Hai Yang 003; Sankaran Mahadevan; Yong Deng 001 (CoRR, 2014)

Tsallis information dimension of complex networks. - Qi Zhang 022; Meizhu Li; Yong Deng 001; Sankaran Mahadevan (CoRR, 2014)

A new structure entropy of complex networks based on Tsallis nonextensive statistical mechanics. - Qi Zhang 022; Xi Lu; Meizhu Li; Yong Deng 001; Sankaran Mahadevan (CoRR, 2014)

Supplier selection using AHP methodology extended by D numbers. - Xinyang Deng; Yong Hu 002; Yong Deng 001; Sankaran Mahadevan (Expert Syst. Appl., 2014)

Environmental impact assessment based on D numbers. - Xinyang Deng; Yong Hu 002; Yong Deng 001; Sankaran Mahadevan (Expert Syst. Appl., 2014)

A Physarum Polycephalum Optimization Algorithm for the Bi-objective Shortest Path Problem. - Xiaoge Zhang 001; Qing Wang 053; Felix T. S. Chan; Sankaran Mahadevan; Yong Deng 001 (Int. J. Unconv. Comput., 2014)

Selection of model discrepancy priors in Bayesian calibration. - You Ling; Joshua Mullins; Sankaran Mahadevan (J. Comput. Phys., 2014)

A Biologically Inspired Optimization Algorithm for Solving Fuzzy Shortest Path Problems with Mixed Fuzzy Arc Lengths. - Xiaoge Zhang 001; Qing Wang 053; Andrew Adamatzky; Felix T. S. Chan; Sankaran Mahadevan; Yong Deng 001 (J. Optim. Theory Appl., 2014)

A new decision-making method by incomplete preferences based on evidence distance. - Shiyan Huang; Xiaoyan Su; Yong Hu 002; Sankaran Mahadevan; Yong Deng 001 (Knowl. Based Syst., 2014)

Variable-fidelity model selection for stochastic simulation. - Joshua Mullins; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2014)

Inclusion of task dependence in human reliability analysis. - Xiaoyan Su; Sankaran Mahadevan; Peida Xu; Yong Deng 001 (Reliab. Eng. Syst. Saf., 2014)

Automated uncertainty quantification analysis using a system model and data. - Saideep Nannapaneni; Sankaran Mahadevan; David Lechevalier; Anantha Narayanan; Sudarsan Rachuri (IEEE BigData, 2015)

A fuzzy extended analytic network process-based approach for global supplier selection. - Xiaoge Zhang 001; Yong Deng 001; Felix T. S. Chan; Sankaran Mahadevan (Appl. Intell., 2015)

Nonextensive analysis on the local structure entropy of complex networks. - Qi Zhang 022; Meizhu Li; Yuxian Du; Yong Deng 001; Sankaran Mahadevan (CoRR, 2015)

Tsallis entropy of complex networks. - Qi Zhang 022; Meizhu Li; Yong Deng 001; Sankaran Mahadevan (CoRR, 2015)

Measure the similarity of nodes in the complex networks. - Qi Zhang 022; Meizhu Li; Yong Deng 001; Sankaran Mahadevan (CoRR, 2015)

Parameter estimation based on interval-valued belief structures. - Xinyang Deng; Yong Hu 002; Felix T. S. Chan; Sankaran Mahadevan; Yong Deng 001 (Eur. J. Oper. Res., 2015)

Handling of Dependence in Dempster-Shafer Theory. - Xiaoyan Su; Sankaran Mahadevan; Peida Xu; Yong Deng 001 (Int. J. Intell. Syst., 2015)

Vulnerability Assessment of Physical Protection Systems: A Bio-Inspired Approach. - Yong Deng 001; Sankaran Mahadevan; Deyun Zhou (Int. J. Unconv. Comput., 2015)

Solving the Longest Path Problem in Directed Acyclic Graphs Based on Amoeba Algorithm. - Qing Wang 053; Xiaoge Zhang 001; Sankaran Mahadevan; Yong Deng 001 (Int. J. Unconv. Comput., 2015)

Bayesian Sensitivity Analysis and Uncertainty Integration for Robust Optimization. - Chen Liang 003; Sankaran Mahadevan (J. Aerosp. Inf. Syst., 2015)

D-CFPR: D numbers extended consistent fuzzy preference relations. - Xinyang Deng; Xi Lu; Felix T. S. Chan; Rehan Sadiq; Sankaran Mahadevan; Yong Deng 001 (Knowl. Based Syst., 2015)

Physarum-Inspired Applications in Graph-Optimization Problems. - Xiaoge Zhang 001; Sankaran Mahadevan; Yong Deng 001 (Parallel Process. Lett., 2015)

Human reliability under sleep deprivation: Derivation of performance shaping factor multipliers from empirical data. - Candice D. Griffith; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2015)

Integration of model verification, validation, and calibration for uncertainty quantification in engineering systems. - Shankar Sankararaman; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2015)

Developing environmental indices using fuzzy numbers power average (FN-PA) operator. - Linyan Cao; Meizhu Li; Rehan Sadiq; Sankaran Mahadevan; Yong Deng 001 (Int. J. Syst. Assur. Eng. Manag., 2015)

Towards Reliability-Based Decision Making in Cyber-Physical Systems. - Saideep Nannapaneni; Sankaran Mahadevan; Subhav Pradhan; Abhishek Dubey (SMARTCOMP, 2016)

Combining dependent bodies of evidence. - Xiaoyan Su; Sankaran Mahadevan; Wenhua Han; Yong Deng 001 (Appl. Intell., 2016)

A Physarum-inspired approach to supply chain network design. - Xiaoge Zhang 001; Andrew Adamatzky; Xin-She Yang 001; Hai Yang 003; Sankaran Mahadevan; Yong Deng 001 (Sci. China Inf. Sci., 2016)

An improved method to construct basic probability assignment based on the confusion matrix for classification problem. - Xinyang Deng; Qi Liu 024; Yong Deng 001; Sankaran Mahadevan (Inf. Sci., 2016)

Accelerated Life Testing (ALT) Design Based on Computational Reliability Analysis. - Zhen Hu; Sankaran Mahadevan (Qual. Reliab. Eng. Int., 2016)

Role of calibration, validation, and relevance in multi-level uncertainty integration. - Chenzhao Li; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2016)

An efficient modularized sample-based method to estimate the first-order Sobol' index. - Chenzhao Li; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2016)

Separation of aleatory and epistemic uncertainty in probabilistic model validation. - Joshua Mullins; You Ling; Sankaran Mahadevan; Lin Sun; Alejandro Strachan (Reliab. Eng. Syst. Saf., 2016)

Reliability analysis under epistemic uncertainty. - Saideep Nannapaneni; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2016)

Probabilistic Physics of Failure-based framework for fatigue life prediction of aircraft gas turbine discs under uncertainty. - Shun-Peng Zhu; Hong-Zhong Huang; Weiwen Peng; Hai-Kun Wang; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2016)

Performance evaluation of smart systems under uncertainty. - Saideep Nannapaneni; Abhishek Dubey; Sankaran Mahadevan (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Efficient Kriging surrogate modeling approach for system reliability analysis. - Zhen Hu; Saideep Nannapaneni; Sankaran Mahadevan (Artif. Intell. Eng. Des. Anal. Manuf., 2017)

Physarum solver: a bio-inspired method for sustainable supply chain network design problem. - Xiaoge Zhang 001; Andrew Adamatzky; Felix T. S. Chan; Sankaran Mahadevan; Yong Deng 001 (Ann. Oper. Res., 2017)

Aircraft re-routing optimization and performance assessment under uncertainty. - Xiaoge Zhang 001; Sankaran Mahadevan (Decis. Support Syst., 2017)

An intelligent physarum solver for supply chain network design under profit maximization and oligopolistic competition. - Xiaoge Zhang 001; Felix T. S. Chan; Andrew Adamatzky; Sankaran Mahadevan; Hai Yang 003; Zili Zhang 001; Yong Deng 001 (Int. J. Prod. Res., 2017)

Sensor placement for calibration of spatially varying model parameters. - Paromita Nath; Zhen Hu; Sankaran Mahadevan (J. Comput. Phys., 2017)

Effectively Subsampled Quadratures for Least Squares Polynomial Approximations. - Pranay Seshadri; Akil Narayan 001; Sankaran Mahadevan (SIAM/ASA J. Uncertain. Quantification, 2017)

An Evidential Failure Mode and Effects Analysis Using Linguistic Terms. - Zhen Li 051; Fuyuan Xiao 001; Liguo Fei; Sankaran Mahadevan; Yong Deng 001 (Qual. Reliab. Eng. Int., 2017)

Design of validation experiments for life prediction models. - Dan Ao; Zhen Hu; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2017)

Reliability analysis with linguistic data: An evidential network approach. - Xiaoge Zhang 001; Sankaran Mahadevan; Xinyang Deng (Reliab. Eng. Syst. Saf., 2017)

A Game Theoretic Approach to Network Reliability Assessment. - Xiaoge Zhang 001; Sankaran Mahadevan (IEEE Trans. Reliab., 2017)

Efficient approximate inference in Bayesian networks with continuous variables. - Chenzhao Li; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2018)

Bayesian model updating with summarized statistical and reliability data. - Eric VanDerHorn; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2018)

Measuring the vulnerability of community structure in complex networks. - Daijun Wei; Xiaoge Zhang 001; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2018)

Resilience-based network design under uncertainty. - Xiaoge Zhang 001; Sankaran Mahadevan; Shankar Sankararaman; Kai Goebel (Reliab. Eng. Syst. Saf., 2018)

CHARIOT: Goal-Driven Orchestration Middleware for Resilient IoT Systems. - Subhav Pradhan; Abhishek Dubey; Shweta Khare; Saideep Nannapaneni; Aniruddha S. Gokhale; Sankaran Mahadevan; Douglas C. Schmidt; Martin Lehofer (ACM Trans. Cyber Phys. Syst., 2018)

A Bio-Inspired Approach to Traffic Network Equilibrium Assignment Problem. - Xiaoge Zhang 001; Sankaran Mahadevan (IEEE Trans. Cybern., 2018)

Ensemble machine learning models for aviation incident risk prediction. - Xiaoge Zhang 001; Sankaran Mahadevan (Decis. Support Syst., 2019)

Error estimation in coupled multi-physics models. - Abhinav Subramanian; Sankaran Mahadevan (J. Comput. Phys., 2019)

Sensitivity-Driven Adaptive Construction of Reduced-space Surrogates. - Manav Vohra; Alen Alexanderian; Cosmin Safta; Sankaran Mahadevan (J. Sci. Comput., 2019)

Probability models for data-Driven global sensitivity analysis. - Zhen Hu; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2019)

A new rule to combine dependent bodies of evidence. - Xiaoyan Su; Lusu Li; Hong Qian; Sankaran Mahadevan; Yong Deng 001 (Soft Comput., 2019)

Bayesian neural networks for flight trajectory prediction and safety assessment. - Xiaoge Zhang 001; Sankaran Mahadevan (Decis. Support Syst., 2020)

Probability-space surrogate modeling for fast multidisciplinary optimization under uncertainty. - Saideep Nannapaneni; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2020)

Fast surrogate modeling using dimensionality reduction in model inputs and field output: Application to additive manufacturing. - Manav Vohra; Paromita Nath; Sankaran Mahadevan; Yung-Tsun Tina Lee (Reliab. Eng. Syst. Saf., 2020)

Multi-source information fusion to assess control room operator performance. - Xiaoge Zhang 001; Sankaran Mahadevan; Nathan Lau; Matthew B. Weinger (Reliab. Eng. Syst. Saf., 2020)

Digital Twin: Generalization, characterization and implementation. - Eric VanDerHorn; Sankaran Mahadevan (Decis. Support Syst., 2021)

Model error propagation from experimental to prediction configuration. - Abhinav Subramanian; Sankaran Mahadevan (J. Comput. Phys., 2021)

Online monitoring and control of a cyber-physical manufacturing process under uncertainty. - Saideep Nannapaneni; Sankaran Mahadevan; Abhishek Dubey; Yung-Tsun Tina Lee (J. Intell. Manuf., 2021)

Information fusion and machine learning for sensitivity analysis using physics knowledge and experimental data. - Berkcan Kapusuzoglu; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2021)

Bayesian network modeling of accident investigation reports for aviation safety assessment. - Xiaoge Zhang 001; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2021)

A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives. - Adam Thelen; Xiaoge Zhang 001; Olga Fink; Yan Lu; Sayan Ghosh; Byeng D. Youn; Michael D. Todd; Sankaran Mahadevan; Chao Hu; Zhen Hu (CoRR, 2022)

A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies. - Adam Thelen; Xiaoge Zhang 001; Olga Fink; Yan Lu; Sayan Ghosh; Byeng D. Youn; Michael D. Todd; Sankaran Mahadevan; Chao Hu; Zhen Hu (CoRR, 2022)

Just-In-Time Learning for Operational Risk Assessment in Power Grids. - Oliver Stover; Pranav Karve; Sankaran Mahadevan; Wenbo Chen 001; Haoruo Zhao; Mathieu Tanneau; Pascal Van Hentenryck (CoRR, 2022)

Non-intrusive estimation of model error and discrepancy in dynamics models. - Abhinav Subramanian; Sankaran Mahadevan (J. Comput. Phys., 2022)

Explainable machine learning in image classification models: An uncertainty quantification perspective. - Xiaoge Zhang 001; Felix T. S. Chan; Sankaran Mahadevan (Knowl. Based Syst., 2022)

Importance sampling for probabilistic prognosis of sector-wide flight separation safety. - Abhinav Subramanian; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2022)

Towards a digital twin approach for vessel-specific fatigue damage monitoring and prognosis. - Eric VanDerHorn; Zhenghua Wang; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2022)

Bayesian Deep Learning for Aircraft Hard Landing Safety Assessment. - Yingxiao Kong; Xiaoge Zhang 001; Sankaran Mahadevan (IEEE Trans. Intell. Transp. Syst., 2022)

Data-Driven Modeling of Aircraft Midair Separation Violation. - Oliver Stover; Sankaran Mahadevan (IEEE Trans. Intell. Transp. Syst., 2022)

Bilevel Optimization Model for Resilient Configuration of Logistics Service Centers. - Xiaoge Zhang 001; Zhen Hu; Sankaran Mahadevan (IEEE Trans. Reliab., 2022)

Aircraft Landing Distance Prediction: A Multistep Long Short-Term Memory Approach. - Yingxiao Kong; Sankaran Mahadevan (J. Aerosp. Inf. Syst., 2022)

Graph Neural Networks for Power Grid Operational Risk Assessment. - Yadong Zhang; Pranav M. Karve; Sankaran Mahadevan (CoRR, 2023)

Power grid operational risk assessment using graph neural network surrogates. - Yadong Zhang; Pranav M. Karve; Sankaran Mahadevan (CoRR, 2023)

Reliability and risk metrics to assess operational adequacy and flexibility of power grids. - Oliver Stover; Pranav Karve; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2023)

Probabilistic physics-informed machine learning for dynamic systems. - Abhinav Subramanian; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2023)

Multi-Level Bayesian Calibration of a Multi-Component Dynamic System Model. - Berkcan Kapusuzoglu; Sankaran Mahadevan; Shunsaku Matsumoto; Yoshitomo Miyagi; Daigo Watanabe (J. Comput. Inf. Sci. Eng., 2023)

Probabilistic predictive control of porosity in laser powder bed fusion. - Paromita Nath; Sankaran Mahadevan (J. Intell. Manuf., 2023)

Multi-fidelity physics-informed machine learning for probabilistic damage diagnosis. - S. Miele; Pranav Karve; Sankaran Mahadevan (Reliab. Eng. Syst. Saf., 2023)

Graph neural networks for power grid operational risk assessment under evolving grid topology. - Yadong Zhang; Pranav M. Karve; Sankaran Mahadevan (CoRR, 2024)

Identifying Anomalous Behavior in Aircraft Landing Trajectory Using a Bayesian Autoencoder. - Yingxiao Kong; Sankaran Mahadevan (J. Aerosp. Inf. Syst., 2024)