[HTML][HTML] Improving aircraft performance using machine learning: A review

S Le Clainche, E Ferrer, S Gibson, E Cross… - Aerospace Science and …, 2023 - Elsevier
This review covers the new developments in machine learning (ML) that are impacting the
multi-disciplinary area of aerospace engineering, including fundamental fluid dynamics …

Recent advances in understanding of flammability characteristics of hydrogen

AL Sánchez, FA Williams - Progress in Energy and Combustion Science, 2014 - Elsevier
The current increasing interest in hydrogen utilization and increasing understanding of
hydrogen combustion motivate this review of flammability characteristics of hydrogen. The …

MILD combustion of low calorific value gases

S Zhou, B Yan, M Mansour, Z Li, Z Cheng, J Tao… - Progress in Energy and …, 2024 - Elsevier
The utilization of low calorific value gases (LCVG) in combustion devices presents particular
challenges in terms of ignition and sustained combustion stability due to the presence of non …

Application of deep artificial neural networks to multi-dimensional flamelet libraries and spray flames

O Owoyele, P Kundu, MM Ameen… - … Journal of Engine …, 2020 - journals.sagepub.com
The “curse of dimensionality” has limited the applicability and expansion of tabulated
combustion models. While the tabulated flamelet model and other multi-dimensional …

A global pathway selection algorithm for the reduction of detailed chemical kinetic mechanisms

X Gao, S Yang, W Sun - Combustion and Flame, 2016 - Elsevier
Abstract A Global Pathway Selection (GPS) algorithm for the reduction of detailed kinetic
mechanisms is proposed and validated. The approach consists of (1) the construction of …

Investigation on the coupling mechanism of streamwise and jet vortices of hydrogen micromix combustion

D Mo, Y Lin, Y Liu, X Han - International Journal of Hydrogen Energy, 2024 - Elsevier
Hydrogen is one of the most promising fuels for achieving zero carbon emissions in civil
aviation. However, the rapid flame speed would easily lead to flashback issues, and its ultra …

[HTML][HTML] Investigation of combustion noise generated by an open lean-premixed H2/air low-swirl flame using the hybrid LES/APE-RF framework

AL Pillai, S Inoue, T Shoji, S Tachibana… - Combustion and …, 2022 - Elsevier
An open lean-premixed hydrogen/air low-swirl (LPHALS) turbulent flame exhibiting a
pronounced peak in its combustion noise spectra, is investigated numerically using a hybrid …