Opeoluwa Owoyele

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 5

Top Topics

Ordinary Differential Equations

Genetic Algorithm Is Employed

Physical Systems

Chemical Reaction

Top Venues

Publications

Okezzi F. Ukorigho, Opeoluwa Owoyele
A Competitive Learning Approach for Specialized Models: A Solution for Complex Physical Systems with Distinct Functional Regimes. CoRR (2023)
Opeoluwa Owoyele, Pinaki Pal
A Neural Ordinary Differential Equations Approach for Chemical Kinetics Solvers. CoRR (2021)
Opeoluwa Owoyele, Pinaki Pal, Alvaro Vidal Torreira, Daniel Probst, Matthew Shaxted, Michael Wilde, Peter Kelly Senecal
An automated machine learning-genetic algorithm (AutoML-GA) approach for efficient simulation-driven engine design optimization. CoRR (2021)
Opeoluwa Owoyele, Pinaki Pal
Application of a novel machine learning based optimization algorithm (ActivO) for accelerating simulation-driven engine design. CoRR (2020)
Kyle Buchheit, Opeoluwa Owoyele, Terry Jordan, Dirk Van Essendelft
The Stabilized Explicit Variable-Load Solver with Machine Learning Acceleration for the Rapid Solution of Stiff Chemical Kinetics. CoRR (2019)