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Saideep Nannapaneni
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Year
Reliability analysis under epistemic uncertainty
S Nannapaneni, S Mahadevan
Reliability Engineering & System Safety 155, 9-20, 2016
882016
Performance evaluation of a manufacturing process under uncertainty using Bayesian networks
S Nannapaneni, S Mahadevan, S Rachuri
Journal of Cleaner Production 113, 947-959, 2016
692016
Towards Reliability-based decision making in Cyber-Physical Systems
S Nannapaneni, S Mahadevan, S Pradhan, A Dubey
322016
Uncertainty quantification in reliability estimation with limit state surrogates
S Nannapaneni, Z Hu, S Mahadevan
Structural and Multidisciplinary Optimization 54 (6), 1509-1526, 2016
282016
Uncertainty quantification in performance evaluation of manufacturing processes
S Nannapaneni, S Mahadevan
2014 IEEE International Conference on Big Data (Big Data), 996-1005, 2014
282014
Incident analysis and prediction using clustering and bayesian network
G Pettet, S Nannapaneni, B Stadnick, A Dubey, G Biswas
2017 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced …, 2017
242017
Efficient Kriging surrogate modeling approach for system reliability analysis
Z Hu, S Nannapaneni, S Mahadevan
AI EDAM 31 (2), 143-160, 2017
232017
Quantum circuit representation of Bayesian networks
SE Borujeni, S Nannapaneni, NH Nguyen, EC Behrman, JE Steck
Expert Systems with Applications 176, 114768, 2021
202021
Chariot: Goal-driven orchestration middleware for resilient iot systems
S Pradhan, A Dubey, S Khare, S Nannapaneni, A Gokhale, S Mahadevan, ...
ACM Transactions on Cyber-Physical Systems 2 (3), 1-37, 2018
182018
Probability-space surrogate modeling for fast multidisciplinary optimization under uncertainty
S Nannapaneni, S Mahadevan
Reliability Engineering & System Safety 198, 106896, 2020
152020
A Quantum Annealing Approach for Dynamic Multi-Depot Capacitated Vehicle Routing Problem
R Harikrishnakumar, S Nannapaneni, NH Nguyen, JE Steck, EC Behrman
arXiv preprint arXiv:2005.12478, 2020
92020
Augmenting learning components for safety in resource constrained autonomous robots
S Ramakrishna, A Dubey, MP Burruss, C Hartsell, N Mahadevan, ...
2019 IEEE 22nd International Symposium on Real-Time Distributed Computing …, 2019
92019
Manufacturing process evaluation under uncertainty: A hierarchical bayesian network approach
S Nannapaneni, S Mahadevan
International Design Engineering Technical Conferences and Computers and …, 2016
92016
A Model-Based Approach for Reliability Assessment in Component-Based Systems
S Nannapaneni, A Dubey, S Abdelwahed, S Mahadevan, S Neema
2014 Annual Prognostics and Health Management Conference, 2014
92014
Online monitoring and control of a cyber-physical manufacturing process under uncertainty
S Nannapaneni, S Mahadevan, A Dubey, YTT Lee
Journal of intelligent manufacturing 32 (5), 1289-1304, 2021
82021
Bayesian network approach to multidisciplinary, multi-objective design optimization under uncertainty
S Nannapaneni, C Liang, S Mahadevan
18th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference, 3825, 2017
82017
Experimental evaluation of quantum Bayesian networks on IBM QX hardware
SE Borujeni, NH Nguyen, S Nannapaneni, EC Behrman, JE Steck
2020 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2020
72020
Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion
Y Senarath, S Nannapaneni, H Purohit, A Dubey
2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and …, 2020
72020
Supervised machine learning approach for effective supplier classification
R Harikrishnakumar, A Dand, S Nannapaneni, K Krishnan
2019 18th IEEE International Conference On Machine Learning And Applications …, 2019
72019
Mission-based reliability prediction in component-based systems
S Nannapaneni, A Dubey, S Abdelwahed, S Mahadevan, S Neema, ...
International Journal of Prognostics and Health Management 7 (1), 2016
62016
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