Cosmin E. Dumitrescu

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

3D CFD simulation of a CI engine converted to SI natural gas operation using the G-equation

Jinlong Liu, Cosmin E. Dumitrescu · Fuel · 2018 · 114 citations

Engineering, Aerospace Engineering, Numerical Simulation +11

Flame development analysis in a diesel optical engine converted to spark ignition natural gas operation

Jinlong Liu, Cosmin E. Dumitrescu · Applied Energy · 2018 · 114 citations

Engineering, Combustion Science, Combustion Theory +6

Single and double Wiebe function combustion model for a heavy-duty diesel engine retrofitted to natural-gas spark-ignition

Jinlong Liu, Cosmin E. Dumitrescu · Applied Energy · 2019 · 104 citations

Engineering, Combustion Science, Combustion Theory +4

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