Modeling of turbulent flames with the large eddy simulation–probability density function (LES–PDF) approach, stochastic fields, and artificial neural networks

Physics of Fluids ◽

10.1063/5.0041122 ◽

2021 ◽

Vol 33 (3) ◽

pp. 035154

Author(s):

Thomas Readshaw ◽

Tianjie Ding ◽

Stelios Rigopoulos ◽

W. P. Jones

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Probability Density Function ◽

Large Eddy Simulation ◽

Probability Density ◽

Density Function ◽

Turbulent Flames ◽

Stochastic Fields ◽

Eddy Simulation ◽

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Large Eddy Simulation of Premixed Turbulent Flames Using the Probability Density Function Approach

Flow Turbulence and Combustion ◽

10.1007/s10494-013-9446-z ◽

2013 ◽

Vol 90 (3) ◽

pp. 645-678 ◽

Author(s):

I. A. Dodoulas ◽

S. Navarro-Martinez

Keyword(s):

Probability Density Function ◽

Large Eddy Simulation ◽

Probability Density ◽

Density Function ◽

Turbulent Flames ◽

Function Approach ◽

Eddy Simulation ◽

Premixed Turbulent Flames ◽

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Large eddy simulation of hydrogen auto-ignition with a probability density function method

Proceedings of the Combustion Institute ◽

10.1016/j.proci.2006.07.041 ◽

2007 ◽

Vol 31 (2) ◽

pp. 1765-1771 ◽

Author(s):

W.P. Jones ◽

S. Navarro-Martinez ◽

O. Röhl

Keyword(s):

Probability Density Function ◽

Large Eddy Simulation ◽

Probability Density ◽

Density Function ◽

Function Method ◽

Eddy Simulation ◽

Auto Ignition ◽

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Large eddy simulation/probability density function simulations of bluff body stabilized flames

Combustion and Flame ◽

10.1016/j.combustflame.2014.05.018 ◽

2014 ◽

Vol 161 (12) ◽

pp. 3100-3133 ◽

Author(s):

Pavel P. Popov ◽

Stephen B. Pope

Keyword(s):

Probability Density Function ◽

Large Eddy Simulation ◽

Probability Density ◽

Density Function ◽

Eddy Simulation ◽

Stabilized Flames

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Large eddy simulation/probability density function simulations of the Cambridge turbulent stratified flame series

Combustion and Flame ◽

10.1016/j.combustflame.2018.10.018 ◽

2019 ◽

Vol 199 ◽

pp. 24-45 ◽

Author(s):

Hasret Turkeri ◽

Xinyu Zhao ◽

Stephen B. Pope ◽

Metin Muradoglu

Keyword(s):

Probability Density Function ◽

Large Eddy Simulation ◽

Probability Density ◽

Density Function ◽

Eddy Simulation ◽

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Effects of combined dimension reduction and tabulation on the simulations of a turbulent premixed flame using a large-eddy simulation/probability density function method

Combustion Theory and Modelling ◽

10.1080/13647830.2014.919411 ◽

2014 ◽

Vol 18 (3) ◽

pp. 388-413 ◽

Author(s):

Jeonglae Kim ◽

Stephen B. Pope

Keyword(s):

Probability Density Function ◽

Large Eddy Simulation ◽

Dimension Reduction ◽

Probability Density ◽

Density Function ◽

Function Method ◽

Premixed Flame ◽

Turbulent Premixed Flame ◽

Eddy Simulation ◽

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A hybrid LES (Large Eddy Simulation)/assumed sub-grid PDF (Probability Density Function) model for supersonic turbulent combustion

Science China Technological Sciences ◽

10.1007/s11431-011-4518-6 ◽

2011 ◽

Vol 54 (10) ◽

pp. 2694-2707 ◽

Author(s):

HongBo Wang ◽

Ning Qin ◽

MingBo Sun ◽

HaiYan Wu ◽

ZhenGuo Wang

Keyword(s):

Probability Density Function ◽

Large Eddy Simulation ◽

Probability Density ◽

Density Function ◽

Turbulent Combustion ◽

Function Model ◽

Eddy Simulation ◽

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Examination of an Oscillating Flame in the Turbulent Flow Around a Bluff Body with Large Eddy Simulation Based on the Probability Density Function Method

Flow Turbulence and Combustion ◽

10.1007/s10494-015-9637-x ◽

2015 ◽

Vol 95 (2-3) ◽

pp. 519-538 ◽

Author(s):

W. P. Jones ◽

M. Jurisch ◽

A. J. Marquis

Keyword(s):

Probability Density Function ◽

Large Eddy Simulation ◽

Turbulent Flow ◽

Probability Density ◽

Density Function ◽

Function Method ◽

Eddy Simulation ◽

Simulation Based ◽

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Large eddy simulation (2D) of spatially developing mixing layer using vortex-in-cell for flow field and filtered probability density function for scalar field

International Journal for Numerical Methods in Fluids ◽

10.1002/fld.1023 ◽

2005 ◽

Vol 50 (1) ◽

pp. 27-61 ◽

Author(s):

J. K. Wang ◽

R. E. Milane

Keyword(s):

Scalar Field ◽

Probability Density Function ◽

Large Eddy Simulation ◽

Probability Density ◽

Density Function ◽

Mixing Layer ◽

Eddy Simulation ◽

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Large eddy simulation of spray atomization with a probability density function method

International Journal of Multiphase Flow ◽

10.1016/j.ijmultiphaseflow.2014.02.013 ◽

2014 ◽

Vol 63 ◽

pp. 11-22 ◽

Author(s):

S. Navarro-Martinez

Keyword(s):

Probability Density Function ◽

Large Eddy Simulation ◽

Probability Density ◽

Density Function ◽

Function Method ◽

Spray Atomization ◽

Eddy Simulation ◽

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Large eddy simulation/probability density function modeling of turbulent swirling stratified flame series

Physics of Fluids ◽

10.1063/5.0039810 ◽

2021 ◽

Vol 33 (2) ◽

pp. 025117

Author(s):

Hasret Turkeri ◽

Xinyu Zhao ◽

Metin Muradoglu

Keyword(s):

Probability Density Function ◽

Large Eddy Simulation ◽

Probability Density ◽

Density Function ◽

Eddy Simulation ◽

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