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Combustion machine learning: Principles, progress and prospects
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 …
of data from large-scale simulations, high-resolution experiments, and sensors. This corpus …
Systematic analysis strategies for the development of combustion models from DNS: A review
P Trisjono, H Pitsch - Flow, Turbulence and Combustion, 2015 - Springer
Direct numerical simulation (DNS) of turbulent combustion is a research area becoming ever
more important and has been established as a powerful tool in combustion science to …
more important and has been established as a powerful tool in combustion science to …
Direct numerical simulation of premixed flame boundary layer flashback in turbulent channel flow
Direct numerical simulations are performed to investigate the transient upstream
propagation (flashback) of premixed hydrogen–air flames in the boundary layer of a fully …
propagation (flashback) of premixed hydrogen–air flames in the boundary layer of a fully …
Combustion regimes in sequential combustors: Flame propagation and autoignition at elevated temperature and pressure
This numerical study investigates the combustion modes in the second stage of a sequential
combustor at atmospheric and high pressure. The sequential burner (SB) features a mixing …
combustor at atmospheric and high pressure. The sequential burner (SB) features a mixing …
Autoignition-cascade in the windward mixing layer of a premixed jet in hot vitiated crossflow
This numerical study builds upon the experimental work of Wagner et al., eg [Combust.
Flame 176 (2017)], and focuses on the flame stabilization mechanism of a reactive jet in …
Flame 176 (2017)], and focuses on the flame stabilization mechanism of a reactive jet in …
Mechanisms of flame stabilisation at low lifted height in a turbulent lifted slot-jet flame
A turbulent lifted slot-jet flame is studied using direct numerical simulation (DNS). A one-step
chemistry model is employed with a mixture-fraction-dependent activation energy which can …
chemistry model is employed with a mixture-fraction-dependent activation energy which can …
A direct numerical simulation study on the structures and turbulence–flame interactions of a laboratory-scale lean premixed jet flame in cross-flow
In the present work, direct numerical simulation of a laboratory-scale lean premixed reacting
jet in cross-flow was performed to explore the flow–flame structures and turbulence–flame …
jet in cross-flow was performed to explore the flow–flame structures and turbulence–flame …
The natural Helmholtz-Hodge decomposition for open-boundary flow analysis
The Helmholtz-Hodge decomposition (HHD), which describes a flow as the sum of an
incompressible, an irrotational, and a harmonic flow, is a fundamental tool for simulation and …
incompressible, an irrotational, and a harmonic flow, is a fundamental tool for simulation and …
Direct numerical simulations of premixed and stratified flame propagation in turbulent channel flow
Direct numerical simulations are performed to investigate the transient upstream flame
propagation (flashback) through homogeneous and fuel-stratified hydrogen-air mixtures …
propagation (flashback) through homogeneous and fuel-stratified hydrogen-air mixtures …
A general framework for progressive data compression and retrieval
In scientific simulations, observations, and experiments, the transfer of data to and from disk
and across networks has become a major bottleneck for data analysis and visualization …
and across networks has become a major bottleneck for data analysis and visualization …