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

The need and prospect of incorporating realistic fuel chemistry in large-scale simulations of
combustion phenomena and combustor performance are reviewed. The review first …

A systematic approach was developed to derive non-stiff reduced mechanisms for direct
numerical simulations (DNS) with explicit integration solvers. The stiffness reduction was …

The progress made in accelerating simulations of fluid flow using GPUs, and the challenges
that remain, are surveyed. The review first provides an introduction to GPU computing and …

In order to appropriately design control laws for hypersonic vehicles, it is paramount to
understand how the flight dynamics are impacted by the interactions between the …

Different simplified and detailed chemical models and their impact on simulations of
combustion regimes initiating by the initial temperature gradient in methane/air mixtures are …

The chemical kinetics ODEs arising from operator-split reactive-flow simulations were solved
on GPUs using explicit integration algorithms. Nonstiff chemical kinetics of a hydrogen …

Understanding the mechanisms of explosions is important for minimising devastating
hazards. Due to the complexity of real chemistry, a single-step reaction mechanism is …

In a preliminary part, reduced chemical schemes from the literature on methane/air turbulent
combustion are tested in one-dimensional premixed flames at various equivalence ratios. As …

Computations of turbulent combustion flows using detailed chemistry involving a large
number of species and reactions are computationally prohibitive, even on a distributed …