While the world is already facing substantial impacts of global warming, the transition
towards a sustainable-energy future is slow because of the sheer scale of global energy …

The accurate and rapid prediction of hydrocarbon type was a precondition for the utilization
of fossil fuels with high efficiency and safety. In this study, machine learning based …

The hydrogen abstraction reactions by small radicals from fuel molecules play an important
role in the oxidation of fuels. However, experimental measurements and/or theoretical …

Polyoxymethylene dimethyl ethers (PODE) have emerged as promising clean alternative
fuels for compression-ignition engines. The combustion characteristics of PODE vary with …

A longstanding project of the chemical kinetics community is to predict reaction rates and the
behavior of reacting systems, even for systems where there are no experimental data. Many …