Christopher Ulishney

Machine learning assisted prediction of exhaust gas temperature of a heavy-duty natural gas spark ignition engine

Jinlong Liu, Qiao Huang, Christopher Ulishney et al. · Applied Energy · 2021 · 126 citations

Artificial Intelligence, Engineering, Machine Learning +10

Comparison of Random Forest and Neural Network in Modeling the Performance and Emissions of a Natural Gas Spark Ignition Engine

Jinlong Liu, Qiao Huang, Christopher Ulishney et al. · Journal of Energy Resources Technology · 2021 · 91 citations

Engineering, Machine Learning, Data Science +14

Experimental investigation of a heavy-duty natural gas engine performance operated at stoichiometric and lean operations

Jinlong Liu, Christopher Ulishney, Cosmin E. Dumitrescu · Energy Conversion and Management · 2021 · 70 citations

Engineering, Experimental Investigation, Combustion Science +5

On the use of artificial neural networks to model the performance and emissions of a heavy-duty natural gas spark ignition engine

Qiao Huang, Jinlong Liu, Christopher Ulishney et al. · International Journal of Engine Research · 2021 · 60 citations

Nonlinear Combustion Process, Exhaust Temperature, Engine Systems +14

Random Forest Machine Learning Model for Predicting Combustion Feedback Information of a Natural Gas Spark Ignition Engine

Jinlong Liu, Christopher Ulishney, Cosmin E. Dumitrescu · Journal of Energy Resources Technology · 2020 · 52 citations

Engine Systems, Engineering, Machine Learning +14