N-pentanol can be used as an additive component of biodiesel to achieve NO x and soot
emission reductions while improving the low-temperature fluidity of biodiesel. This paper …

The radical–radical reaction between OH and HO2 has been considered for a long time as
an important reaction in tropospheric photochemistry and combustion chemistry. However, a …

Co-optimization of fuels and engines can help decarbonize the transportation sector.
Traditional methods for fuel-engine co-optimization rely on experimental or theoretical …

Abstract Machine learning provides a set of new tools for the analysis, reduction and
acceleration of combustion chemistry. The implementation of such tools is not new …

Recently, artificial neural networks (ANNs) have been frequently embedded in
computational fluid dynamics (CFD) solvers as surrogate tools for solving chemical reaction …

Recognizing that the calibration of octane number (ON) of a fuel by standard experimental
testings is often challenging due to the lack of samples and the complexity of the …

Molecular diagnostics are a primary tool of modern chemistry, enabling researchers to map
chemical reaction pathways and rates to better design and control chemical systems. Many …

At high temperatures, the oxidative coupling of methane (OCM) is an attractive approach for
catalytic conversion of methane into value-added chemicals. Experiments with a Pt/Al2O3 …

The oxidation of complex hydrocarbons is a computationally expensive process involving
detailed mechanisms with hundreds of chemical species and thousands of reactions. For …

This review explores machine learning approaches for predicting ignition delay in
combustion processes. Ignition delay is a vital parameter in optimizing the engine design …