Venkat Pavan Nemani - Concepedia

Author

Venkat Pavan Nemani

Iowa State University ORCID

Also Known As

Nemani, Venkat, Pavan Nemani, V. Nemani, V. Pavan Nemani, Venkat Nemani, Venkat P. Nemani, Venkat Pavan Nemani

Publications

Citations

H-Index

Concepts

All Affiliations

Iowa State University Grace (United States)University of Illinois Urbana-Champaign John Deere (United States)University of Connecticut

About

Venkat Pavan Nemani is an author at Iowa State University specializing in engineering, machine learning, and batteries.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	13	941
2	Chemical Engineering	4	4	116
3	Management	2	2	217
4	Biostatistics	2	2	217
5	Chemistry	1	1	28

Venkat Pavan Nemani

Publications

961

Citations

H-Index

Page 1

	Year	Citations
A physics-informed deep learning approach for bearing fault detection Sheng Shen, Hao Lü, Mohammadkazem Sadoughi, Engineering Applications of Artificial Intelligence Fault DiagnosisEngineeringMachine LearningPhysic Aware Machine LearningDeep Learning	2021	239
Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial Venkat Pavan Nemani, Luca Biggio, Xun Huan, Mechanical Systems and Signal Processing Engineering DesignUncertainty ManagementEngineeringMachine LearningData Science	2023	163
Physics-based prognostics of implantable-grade lithium-ion battery for remaining useful life prediction Yu Hui Lui, Meng Li, Austin Downey, Journal of Power Sources Electric BatteryElectrical EngineeringEngineeringService Life PredictionLife Prediction	2020	130
Multi-objective geometric optimization of a PCM based matrix type composite heat sink R. Srikanth, Venkat Pavan Nemani, C. Balaji Applied Energy Numerical AnalysisLarge-scale Global OptimizationEngineeringContinuous OptimizationMechanical Engineering	2015	93
A physics-informed feature weighting method for bearing fault diagnostics Hao Lü, Venkat Pavan Nemani, Vahid Barzegar, Mechanical Systems and Signal Processing Fault DiagnosisCondition MonitoringReliability EngineeringEngineeringDiagnosis	2023	66
Ensembles of probabilistic LSTM predictors and correctors for bearing prognostics using industrial standards Venkat Pavan Nemani, Hao Lü, Adam Thelen, Neurocomputing Condition MonitoringEngineeringMachine LearningData ScienceLife Prediction	2021	54
Assessing the impact of electrolyte conductivity and viscosity on the reactor cost and pressure drop of redox-active polymer flow batteries Vinay Arvind Iyer, Jonathon K. Schuh, Elena C. Montoto, Journal of Power Sources Electric BatteryChemical EngineeringElectrical EngineeringEngineeringRedox Polymers	2017	45
Joint training of a predictor network and a generative adversarial network for time series forecasting: A case study of bearing prognostics Hao Lü, Vahid Barzegar, Venkat Pavan Nemani, Expert Systems with Applications Joint TrainingForecasting MethodologyProbabilistic ForecastingEngineeringMachine Learning	2022	44
Uncovering the role of flow rate in redox-active polymer flow batteries: simulation of reaction distributions with simultaneous mixing in tanks Venkat Pavan Nemani, Kyle C. Smith Electrochimica Acta Electric BatteryChemical EngineeringEngineeringFlow RateRedox Polymers	2017	28
Analysis of Crossover-Induced Capacity Fade in Redox Flow Batteries with Non-Selective Separators Venkat Pavan Nemani, Kyle C. Smith Journal of The Electrochemical Society Electric BatteryElectrical EngineeringChemical EngineeringEngineeringLi-ion Battery Materials	2018	28

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