Flamelet based chemical reduction techniques are very promising methods for efficient and
accurate modeling of premixed flames. Over the years the Flamelet Generated Manifold …

Abstract Conditional Source-term Estimation (CSE) is a turbulence–chemistry interaction
model to simulate reacting flows. This model is similar to the Conditional Moment Closure …

Deep Learning (DL), a groundbreaking branch of Machine Learning (ML), has emerged as a
driving force in both theoretical and applied Artificial Intelligence (AI). DL algorithms, rooted …

A new approach to chemistry modelling for large-eddy simulation of turbulent reacting flows
is developed. Instead of solving transport equations for all of the numerous species in a …

Heat release rate is a fundamental property of great importance for the theoretical and
experimental elucidation of unsteady flame behaviors such as combustion noise …

Many combustion models that are based on the flamelet paradigm employ a reaction
progress variable. While such a progress variable is well defined for one-step reaction …

Premixed and nonpremixed flamelet-generated manifolds have been constructed and
applied to large-eddy simulation of the piloted partially premixed turbulent flames Sandia …

In the present work, the method of simplifying chemical kinetics based on Intrinsic Low-
Dimensional Manifolds (ILDMs) is modified to deal with the coupling of reaction and …

Combustion environments in propulsion systems involve the interaction of a variety of
physics. In devices such as augmentors, ramjets and scramjets, such environments include …

The thermochemical state of a single-phase reacting system containing ns species is ns+ 1
dimensional. However, it is widely recognized that low-dimensional manifolds exist in this …