Machine Learning of Combustion LES Models from Reacting Direct Numerical Simulation

Data Analysis for Direct Numerical Simulations of Turbulent Combustion ◽

10.1007/978-3-030-44718-2_14 ◽

2020 ◽

pp. 273-292

Author(s):

Shashank Yellapantula ◽

Marc T. Henry de Frahan ◽

Ryan King ◽

Marc Day ◽

Ray Grout

Keyword(s):

Machine Learning ◽

Numerical Simulation ◽

Direct Numerical Simulation

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High-Mach-Number Turbulence Modeling using Machine Learning and Direct Numerical Simulation Database

55th AIAA Aerospace Sciences Meeting ◽

10.2514/6.2017-0315 ◽

2017 ◽

Author(s):

Junji Huang ◽

Lian Duan ◽

Jianxun Wang ◽

Rui Sun ◽

Heng Xiao

Keyword(s):

Machine Learning ◽

Numerical Simulation ◽

Mach Number ◽

Direct Numerical Simulation ◽

Turbulence Modeling ◽

High Mach Number ◽

Simulation Database ◽

High Mach

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Direct numerical simulation of a laminar diffusion flame established over a horizontal flat plate in micro-gravity environment

Journal de Physique IV (Proceedings) ◽

10.1051/jp4:2001640 ◽

2001 ◽

Vol 11 (PR6) ◽

pp. Pr6-331-Pr6-338 ◽

Cited By ~ 1

Author(s):

H. Y. Wang ◽

P. Corderio ◽

P. Joulain

Keyword(s):

Numerical Simulation ◽

Direct Numerical Simulation ◽

Flat Plate ◽

Diffusion Flame ◽

Laminar Diffusion Flame ◽

Laminar Diffusion ◽

Micro Gravity

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Direct numerical simulation of transient turbulence in a stenosed carotid artery

Proceedings of the Sixth International Symposium On Turbulence, Heat and Mass Transfer ◽

10.1615/ichmt.2009.turbulheatmasstransf.580 ◽

2009 ◽

Author(s):

Leopold Grinberg ◽

Alexander Yakhot ◽

George Em Karniadakis

Keyword(s):

Numerical Simulation ◽

Carotid Artery ◽

Direct Numerical Simulation

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Direct numerical simulation for transient turbulent pipe flow with sudden wall-rotation

Proceedings of the Sixth International Symposium On Turbulence, Heat and Mass Transfer ◽

10.1615/ichmt.2009.turbulheatmasstransf.2020 ◽

2009 ◽

Author(s):

M. Okamoto ◽

Y. Chiyomori

Keyword(s):

Numerical Simulation ◽

Direct Numerical Simulation ◽

Pipe Flow ◽

Turbulent Pipe Flow

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Direct numerical simulation of interacting inertial particles in homogeneous isotropic turbulence

Proceeding of THMT-12. Proceedings of the Seventh International Symposium On Turbulence, Heat and Mass Transfer Palermo, Italy, 24-27 September, 2012 ◽

10.1615/ichmt.2012.procsevintsympturbheattransfpal.1510 ◽

2012 ◽

Author(s):

R. Onishi ◽

J. C. Vassilicos ◽

K. Takahashi

Keyword(s):

Numerical Simulation ◽

Direct Numerical Simulation ◽

Isotropic Turbulence ◽

Inertial Particles ◽

Homogeneous Isotropic Turbulence

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Direct numerical simulation of turbulent wake behind two intersecting plates

Proceeding of THMT-12. Proceedings of the Seventh International Symposium On Turbulence, Heat and Mass Transfer Palermo, Italy, 24-27 September, 2012 ◽

10.1615/ichmt.2012.procsevintsympturbheattransfpal.1620 ◽

2012 ◽

Author(s):

F. Hoseini Dadmarzi ◽

Vagesh D. Narasimhamurthy ◽

Helge I. Andersson ◽

B. Pettersen

Keyword(s):

Numerical Simulation ◽

Direct Numerical Simulation ◽

Turbulent Wake

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Direct numerical simulation turbulent mixing in the T-shaped microchannel

Proceeding of THMT-12. Proceedings of the Seventh International Symposium On Turbulence, Heat and Mass Transfer Palermo, Italy, 24-27 September, 2012 ◽

10.1615/ichmt.2012.procsevintsympturbheattransfpal.1860 ◽

2012 ◽

Author(s):

A. V. Minakov ◽

V. Ya. Rudyak ◽

A. A. Dekterev ◽

A. A. Gavrilov

Keyword(s):

Numerical Simulation ◽

Direct Numerical Simulation ◽

Turbulent Mixing

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Direct numerical simulation of physiological pulsatile flow through a stenotic channel

Proceeding of THMT-12. Proceedings of the Seventh International Symposium On Turbulence, Heat and Mass Transfer Palermo, Italy, 24-27 September, 2012 ◽

10.1615/ichmt.2012.procsevintsympturbheattransfpal.1270 ◽

2012 ◽

Author(s):

Abul Khair ◽

Afzal Hossain ◽

Bing-Chen Wang ◽

David Kuhn ◽

Mamun Molla

Keyword(s):

Numerical Simulation ◽

Direct Numerical Simulation ◽

Pulsatile Flow ◽

Flow Through

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A Direct Numerical Simulation for Influence of Roughness on Near-Field Radiative Heat Transfer Between Two Films

Proceedings of the 15th International Heat Transfer Conference ◽

10.1615/ihtc15.rad.008521 ◽

2014 ◽

Author(s):

Yong Chen ◽

YiMin Xuan

Keyword(s):

Heat Transfer ◽

Numerical Simulation ◽

Direct Numerical Simulation ◽

Radiative Heat Transfer ◽

Radiative Heat ◽

Near Field

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Direct numerical simulation of pool and forced convective flow boiling phenomena

10.1615/ihtc12.2290 ◽

2002 ◽

Cited By ~ 8

Author(s):

Tomoaki Kunugi ◽

Nao Saito ◽

Yoshitsugu Fujita ◽

Akimi Serizawa

Keyword(s):

Numerical Simulation ◽

Direct Numerical Simulation ◽

Convective Flow ◽

Flow Boiling ◽

Forced Convective Flow

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