The improvement of the ignition and combustion performance of aerospace engines under
extreme conditions such as high altitude, low temperature, low pressure, and high speed is …

Turbulent multiphase combustion plays an important role in both nature (eg, volcanos and
pool fires) and industry (eg, industrial furnaces, aeroengines, and internal combustion …

Combustion science is an interdisciplinary study that involves nonlinear physical and
chemical phenomena in time and length scales, including complex chemical reactions and …

Solving for detailed chemical kinetics remains one of the major bottlenecks for
computational fluid dynamics simulations of reacting flows using a finite-rate-chemistry …

Recent developments in deep learning have brought many inspirations for the scientific
computing community and it is perceived as a promising method in accelerating the …

Today, a growing interest to use Acetone-Butanol-Ethanol (ABE) as a biofuel has emerged.
Fuel properties play important roles to determine engine's performance, combustion, and …

In reduced-order modeling, complex systems that exhibit high state-space dimensionality
are described and evolved using a small number of parameters. These parameters can be …

Large-eddy simulation with a finite-rate chemistry model is carried out to investigate the
formation of soot and nitrogen oxides (NOx) in the dual-fuel spray combustion. Liquid n …

Effective diffusivity is one of the basic transport coefficients used to describe the mass
transport capability of a porous medium. In this study, a deep learning method based on a …

Abstract Flamelet Generated Manifold (FGM) is an example of a chemistry tabulation or a
flamelet method that is under attention because of its accuracy and speed in predicting …