This review covers the new developments in machine learning (ML) that are impacting the
multi-disciplinary area of aerospace engineering, including fundamental fluid dynamics …

Alternative transportation fuels, preferably from renewable sources, include alcohols with up
to five or even more carbon atoms. They are considered promising because they can be …

This paper discusses a brief history of chemical kinetic modeling, with some emphasis on
the development of chemical kinetic mechanisms describing fuel oxidation. At high …

ABSTRACT A detailed chemical kinetic mechanism has been developed to describe the
oxidation of small hydrocarbon and oxygenated hydrocarbon species. The reactivity of these …

The state of the art and the further challenges of combustion chemistry research in laminar
flames are reviewed. Laminar flames constitute an essential part of kinetic model …

Over the last 20 to 25 years theoretical chemistry (particularly theoretical chemical kinetics)
has played an increasingly important role in develo** chemical kinetics models for …

Experiments have long been used to study the relationship between a set of inputs to a
physical system and the resulting output. Termed physical experiments in this text, there is a …

In this work, we propose a novel data-driven approach for detailed kinetic mechanisms
optimization. The approach is founded on a curve matching-based objective function and …

The current interest in the combustion chemistry of hydrocarbon fuels, including the various
alcohol and biodiesel compounds, motivates this review of the methods and application of …

Chemical kinetic factors of hydrocarbon oxidation are examined in a variety of ignition
problems. Ignition is related to the presence of a dominant chain-branching reaction …