Christopher Hayduk

Hybrid emission and combustion modeling of hydrogen fueled engines

Saeid Shahpouri, David Gordon, Christopher Hayduk et al. · International Journal of Hydrogen Energy · 2023 · 29 citations

Engineering, Combustion Science, Combustion Engineering +4

Hybrid Machine Learning Approaches and a Systematic Model Selection Process for Predicting Soot Emissions in Compression Ignition Engines

Saeid Shahpouri, Armin Norouzi, Christopher Hayduk et al. · Energies · 2021 · 26 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

Laminar Flame Speed modeling for Low Carbon Fuels using methods of Machine Learning

Saeid Shahpouri, Armin Norouzi, Christopher Hayduk et al. · Fuel · 2022 · 26 citations

Engineering, Machine Learning, Laminar Flame Speed +7

Soot Emission Modeling of a Compression Ignition Engine Using Machine Learning

Saeid Shahpouri, Armin Norouzi, Christopher Hayduk et al. · IFAC-PapersOnLine · 2021 · 21 citations · Full text

Engineering, Machine Learning, Data Science +13

Physical-oriented and machine learning-based emission modeling in a diesel compression ignition engine: Dimensionality reduction and regression

Aran Mohammad, R. Rezaei, Christopher Hayduk et al. · International Journal of Engine Research · 2022 · 21 citations

Engineering, Machine Learning, Machine Learning Tool +17