Combustion machine learning: Principles, progress and prospects

M Ihme, WT Chung, AA Mishra - Progress in Energy and Combustion …, 2022 - Elsevier
Progress in combustion science and engineering has led to the generation of large amounts
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …

Numerical and experimental analysis of detonation induced by shock wave focusing

Z Yang, B Zhang - Combustion and Flame, 2023 - Elsevier
Previous studies have demonstrated that shock wave focusing is an efficient method for
detonation initiation by creating hot spots in the interaction of shock-shock or the collision of …

Three-dimensional detonation structure and its response to confinement

J Crane, JT Lipkowicz, X Shi, I Wlokas… - Proceedings of the …, 2023 - Elsevier
Abstract Three-dimensional (3D) detonation simulations solving the compressible Navier-
Stokes equations with detailed chemistry are performed in both square channel and round …

[HTML][HTML] Recent advances in combustion science related to hydrogen safety

JX Wen, ES Hecht, R Mevel - Progress in Energy and Combustion Science, 2025 - Elsevier
Hydrogen is a key pillar in the global Net Zero strategy. Rapid scaling up of hydrogen
production, transport, distribution and utilization is expected. This entails that hydrogen …

Experimental and computational studies of methanol and ethanol preignition behind reflected shock waves

M Figueroa-Labastida, MB Luong, J Badra, HG Im… - Combustion and …, 2021 - Elsevier
Experimental and computational investigations are carried out to identify the generalized
criterion to predict the preignition tendency of methanol and ethanol mixtures in shock tubes …

Ignition and deflagration-to-detonation transition modes in ethylene/air mixtures behind a reflected shock

Z Huang, H Zhang - Physics of Fluids, 2022 - pubs.aip.org
Dynamics of ethylene autoignition and deflagration-to-detonation transition (DDT) are first
numerically investigated in a one-dimensional shock tube using a reduced chemistry …

Influence of the chemical modeling on the quenching limits of gaseous detonation waves confined by an inert layer

S Taileb, J Melguizo-Gavilanes, A Chinnayya - Combustion and Flame, 2020 - Elsevier
The effect of chemistry modeling on the flow structure and quenching limits of detonations
propagating into reactive layers bounded by an inert gas is investigated numerically. Three …

High-pressure shock tube study of ethanol oxidation: Ignition delay time and CO time-history measurements

AR Laich, E Ninnemann, S Neupane, R Rahman… - Combustion and …, 2020 - Elsevier
Ethanol oxidation was studied by measuring CO time-histories and ignition delay times
behind reflected shockwaves at elevated pressures. In this study, experimental conditions …

Reflected shock-initiated ignition probed via simultaneous lateral and endwall high-speed imaging with a transparent, cylindrical test-section

E Ninnemann, O Pryor, S Barak, S Neupane… - Combustion and …, 2021 - Elsevier
A TRAnsparent cylindrical (TRAC) shock tube test section has been developed to explore
the ignition structure behind reflected shockwaves via simultaneous lateral and endwall high …

StanShock: a gas-dynamic model for shock tube simulations with non-ideal effects and chemical kinetics

K Grogan, M Ihme - Shock Waves, 2020 - Springer
A high-order, quasi-one-dimensional, reacting, compressible flow solver is developed to
simulate non-ideal effects and chemical kinetics in shock tube systems. To this end, physical …