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

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

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

Reliability analysis under epistemic uncertainty. - Saideep Nannapaneni; 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)

Incident analysis and prediction using clustering and Bayesian network. - Geoffrey Pettet; Saideep Nannapaneni; Benjamin Stadnick; Abhishek Dubey; Gautam Biswas (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)

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)

Quantum Grover search-based optimization for innovative material discovery. - Sima Esfandiarpour Borujeni; Ramkumar Harikrishnakumar; Saideep Nannapaneni (IEEE BigData, 2019)

Towards demand-oriented flexible rerouting of public transit under uncertainty. - Saideep Nannapaneni; Abhishek Dubey (SCOPE@CPSIoTWeek, 2019)

Supervised Machine Learning Approach for Effective Supplier Classification. - Ramkumar Harikrishnakumar; Alok Dand; Saideep Nannapaneni; Krishna Krishnan (ICMLA, 2019)

Augmenting Learning Components for Safety in Resource Constrained Autonomous Robots. - Shreyas Ramakrishna; Abhishek Dubey; Matthew P. Burruss; Charles Hartsell; Nagabhushan Mahadevan; Saideep Nannapaneni; Aron Laszka; Gabor Karsai (ISORC, 2019)

Robotic Scene Understanding by Using a Dictionary. - Fujian Yan; Saideep Nannapaneni; Hongsheng He (ROBIO, 2019)

A Quantum Bayesian Approach for Bike Sharing Demand Prediction. - Ramkumar Harikrishnakumar; Sima Esfandiarpour Borujeni; Alok Dand; Saideep Nannapaneni (IEEE BigData, 2020)

Real-Time Event-Based Dynamic Multi-Facility Vehicle Rerouting. - Ajaykrishna Madhu; Ramkumar Harikrishnakumar; Saideep Nannapaneni; Krishna Krishnan (ISORC, 2020)

Internet of Things based Cyber-Physical System framework for Real-Time Operations. - Vatsal Maru; Saideep Nannapaneni; Krishna Krishnan (ISORC, 2020)

Experimental evaluation of quantum Bayesian networks on IBM QX hardware. - Sima Esfandiarpour Borujeni; Nam H. Nguyen; Saideep Nannapaneni; Elizabeth C. Behrman; James Edward Steck (QCE, 2020)

Emergency Incident Detection from Crowdsourced Waze Data using Bayesian Information Fusion. - Yasas Senarath; Saideep Nannapaneni; Hemant Purohit; Abhishek Dubey (WI/IAT, 2020)

A Quantum Annealing Approach for Dynamic Multi-Depot Capacitated Vehicle Routing Problem. - Ramkumar Harikrishnakumar; Saideep Nannapaneni; Nam H. Nguyen; James Edward Steck; Elizabeth C. Behrman (CoRR, 2020)

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

Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services. - Yasas Senarath; Ayan Mukhopadhyay; Sayyed Mohsen Vazirizade; Hemant Purohit; Saideep Nannapaneni; Abhishek Dubey (ICDM, 2021)

Smart Rebalancing for Bike Sharing Systems using Quantum Approximate Optimization Algorithm. - Ramkumar Harikrishnakumar; Saideep Nannapaneni (ITSC, 2021)

Rebalancing Bike Sharing Systems under Uncertainty using Quantum Bayesian Networks. - Ramkumar Harikrishnakumar; Sima Esfandiarpour Borujeni; Syed Farhan Ahmad; Saideep Nannapaneni (QCE, 2021)

Quantum circuit representation of Bayesian networks. - Sima Esfandiarpour Borujeni; Saideep Nannapaneni; Nam H. Nguyen; Elizabeth C. Behrman; James Edward Steck (Expert Syst. Appl., 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)

Comparing Quantum Optimization Solvers for Rebalancing Analysis of Bike Sharing System. - Ramkumar Harikrishnakumar; Syed Farhan Ahmad; Saideep Nannapaneni (QCE, 2022)

Forecasting Bike Sharing Demand Using Quantum Bayesian Network. - Ramkumar Harikrishnakumar; Saideep Nannapaneni (Expert Syst. Appl., 2023)

Smart process mapping of powder bed fusion additively manufactured metallic wicks using surrogate modeling. - Mohammad Borumand; Saideep Nannapaneni; Gurucharan Madiraddy; Michael P. Sealy; Sima Esfandiarpour Borujeni; Gisuk Hwang (J. Intell. Manuf., 2025)