Opeoluwa Owoyele - Concepedia

Author

Opeoluwa Owoyele

Argonne National Laboratory ORCID

Also Known As

O. O. Owoyele, Ope Owoyele, Opeoluwa Owoyele, Owoyele, Ope, Owoyele, Opeoluwa

Publications

577

Citations

H-Index

Concepts

All Affiliations

Argonne National Laboratory North Carolina State University King Abdullah University of Science and Technology Cummins (United States)Louisiana State University

About

Opeoluwa Owoyele is an author at Argonne National Laboratory specializing in engineering, machine learning, and systems engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	10	10	471
2	Social Sciences	2	2	133
3	Medicine	1	1	18
4	Biostatistics	1	1	18
5	Chemical Engineering	1	1	103

Opeoluwa Owoyele

Publications

529

Citations

H-Index

Page 1

	Year	Citations
ChemNODE: A neural ordinary differential equations framework for efficient chemical kinetic solvers Opeoluwa Owoyele, Pinaki Pal Energy and AI Chemical EngineeringRecurrent Neural NetworkEngineeringMachine LearningMachine Learning Model	2021	103
Application of deep artificial neural networks to multi-dimensional flamelet libraries and spray flames Opeoluwa Owoyele, Prithwish Kundu, Muhsin Ameen, International Journal of Engine Research Artificial IntelligenceSearch OptimizationEngineeringMachine LearningNeural Networks (Machine Learning)	2019	88
Engine Combustion System Optimization Using Computational Fluid Dynamics and Machine Learning: A Methodological Approach Jihad Badra, Fethi Khaled, Meng Tang, Journal of Energy Resources Technology Machine Learning-genetic AlgorithmModel OptimizationEngine SystemsEngineeringMachine Learning	2020	65
Performance analysis of a thermoelectric cooler with a corrugated architecture Opeoluwa Owoyele, Scott Ferguson, Brendan O’Connor Applied Energy Electrical EngineeringEnergy HarvestingEngineeringThermal ManagementThermoelectrics	2015	54
Toward computationally efficient combustion DNS with complex fuels via principal component transport Opeoluwa Owoyele, Tarek Echekki Combustion Theory and Modelling	2017	48
An Automated Machine Learning-Genetic Algorithm Framework With Active Learning for Design Optimization Opeoluwa Owoyele, Pinaki Pal, Alvaro Vidal Torreira Journal of Energy Resources Technology Artificial IntelligenceEngineeringMachine LearningAccelerated DesignModel Tuning	2021	45
Efficient bifurcation and tabulation of multi-dimensional combustion manifolds using deep mixture of experts: An a priori study Opeoluwa Owoyele, Prithwish Kundu, Pinaki Pal Proceedings of the Combustion Institute Numerical AnalysisEngineeringMulti-dimensional Combustion ManifoldsCombustion TheoryNumerical Simulation	2020	35
Engine Combustion System Optimization Using CFD and Machine Learning: A Methodological Approach Jihad Badra, Fethi Khaled, Meng Tang, Data-driven OptimizationEngine SystemsEngineeringMachine LearningCombustion Science	2019	27
A Novel Active Optimization Approach for Rapid and Efficient Design Space Exploration Using Ensemble Machine Learning Opeoluwa Owoyele, Pinaki Pal Journal of Energy Resources Technology Artificial IntelligenceEngineeringMachine LearningAccelerated DesignMultidisciplinary Design Optimization	2020	21
A Machine Learning Framework for Detecting COVID-19 Infection Using Surface-Enhanced Raman Scattering Eloghosa Ikponmwoba, Okezzi F. Ukorigho, Parikshit Moitra, Biosensors EngineeringMachine LearningViral DiagnosticsSurface-enhanced Raman ScatteringDiagnosis	2022	18

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