The Stabilized Explicit Variable-Load Solver with Machine Learning Acceleration for the Rapid Solution of Stiff Chemical Kinetics. - Kyle Buchheit; Opeoluwa Owoyele; Terry Jordan; Dirk Van Essendelft (CoRR, 2019)

Application of a novel machine learning based optimization algorithm (ActivO) for accelerating simulation-driven engine design. - Opeoluwa Owoyele; Pinaki Pal (CoRR, 2020)

An automated machine learning-genetic algorithm (AutoML-GA) approach for efficient simulation-driven engine design optimization. - Opeoluwa Owoyele; Pinaki Pal; Alvaro Vidal Torreira; Daniel Probst; Matthew Shaxted; Michael Wilde; Peter Kelly Senecal (CoRR, 2021)

A Neural Ordinary Differential Equations Approach for Chemical Kinetics Solvers. - Opeoluwa Owoyele; Pinaki Pal (CoRR, 2021)

A Competitive Learning Approach for Specialized Models: A Solution for Complex Physical Systems with Distinct Functional Regimes. - Okezzi F. Ukorigho; Opeoluwa Owoyele (CoRR, 2023)