Data-Driven Fractional Subgrid-scale Modeling for Scalar Turbulence: A Nonlocal LES Approach

Journal of Computational Physics ◽

10.1016/j.jcp.2021.110571 ◽

2021 ◽

pp. 110571

Author(s):

Ali Akhavan-Safaei ◽

Mehdi Samiee ◽

Mohsen Zayernouri

Keyword(s):

Data Driven ◽

Subgrid Scale ◽

Scale Modeling ◽

Scalar Turbulence ◽

Subgrid Scale Modeling

Download Full-text

Data‐Driven Subgrid‐Scale Modeling for Convection‐Dominated Concentration Boundary Layers

Chemical Engineering & Technology ◽

10.1002/ceat.201900044 ◽

2019 ◽

Vol 42 (7) ◽

pp. 1349-1356

Author(s):

Andre Weiner ◽

Dennis Hillenbrand ◽

Holger Marschall ◽

Dieter Bothe

Keyword(s):

Boundary Layers ◽

Data Driven ◽

Subgrid Scale ◽

Concentration Boundary ◽

Concentration Boundary Layers ◽

Scale Modeling ◽

Subgrid Scale Modeling ◽

Convection Dominated

Download Full-text

Data-driven subgrid-scale modeling of forced Burgers turbulence using deep learning with generalization to higher Reynolds numbers via transfer learning

Physics of Fluids ◽

10.1063/5.0040286 ◽

2021 ◽

Vol 33 (3) ◽

pp. 031702

Author(s):

Adam Subel ◽

Ashesh Chattopadhyay ◽

Yifei Guan ◽

Pedram Hassanzadeh

Keyword(s):

Deep Learning ◽

Transfer Learning ◽

Reynolds Numbers ◽

Data Driven ◽

Subgrid Scale ◽

Scale Modeling ◽

Burgers Turbulence ◽

Subgrid Scale Modeling

Download Full-text

Subgrid scale modeling considerations for large eddy simulation of supercritical turbulent mixing and combustion

Physics of Fluids ◽

10.1063/5.0055751 ◽

2021 ◽

Vol 33 (7) ◽

pp. 075112

Author(s):

Umesh Unnikrishnan ◽

Hongfa Huo ◽

Xingjian Wang ◽

Vigor Yang

Keyword(s):

Large Eddy Simulation ◽

Turbulent Mixing ◽

Subgrid Scale ◽

Eddy Simulation ◽

Scale Modeling ◽

Subgrid Scale Modeling

Download Full-text

Filtered Density Function for Subgrid Scale Modeling of Turbulent Combustion

AIAA Journal ◽

10.2514/1.15514 ◽

2006 ◽

Vol 44 (1) ◽

pp. 16-23 ◽

Author(s):

Peyman Givi

Keyword(s):

Density Function ◽

Turbulent Combustion ◽

Subgrid Scale ◽

Filtered Density Function ◽

Scale Modeling ◽

Subgrid Scale Modeling

Download Full-text

A dynamic subgrid-scale modeling framework for Boussinesq turbulence

International Journal of Heat and Mass Transfer ◽

10.1016/j.ijheatmasstransfer.2017.01.028 ◽

2017 ◽

Vol 108 ◽

pp. 1656-1675 ◽

Author(s):

Romit Maulik ◽

Omer San

Keyword(s):

Subgrid Scale ◽

Modeling Framework ◽

Scale Modeling ◽

Subgrid Scale Modeling

Download Full-text

Subgrid Scale Modeling and Statistical Theories in Three-Dimensional Turbulence

Theoretical Approaches to Turbulence - Applied Mathematical Sciences ◽

10.1007/978-1-4612-1092-4_16 ◽

1985 ◽

pp. 353-357

Author(s):

Jean-Pierre Chollet

Keyword(s):

Three Dimensional ◽

Subgrid Scale ◽

Scale Modeling ◽

Subgrid Scale Modeling

Download Full-text

Neural networks based subgrid scale modeling in large eddy simulations

Computers & Fluids ◽

10.1016/s0045-7930(01)00098-6 ◽

2003 ◽

Vol 32 (1) ◽

pp. 97-108 ◽

Author(s):

F. Sarghini ◽

G. de Felice ◽

S. Santini

Keyword(s):

Neural Networks ◽

Large Eddy Simulations ◽

Subgrid Scale ◽

Scale Modeling ◽

Subgrid Scale Modeling

Download Full-text

Subgrid-scale modeling suggested by a two-scale DIA

Computational Wind Engineering 1 ◽

10.1016/b978-0-444-81688-7.50009-7 ◽

1993 ◽

pp. 69-76

Author(s):

A. YOSHIZAWA

Keyword(s):

Subgrid Scale ◽

Scale Modeling ◽

Subgrid Scale Modeling

Download Full-text

Subgrid-scale Modeling for Large Eddy Simulations of Dense-to-Dilute Multiphase Reacting Flows

2018 Joint Propulsion Conference ◽

10.2514/6.2018-4733 ◽

2018 ◽

Author(s):

Achyut Panchal ◽

Reetesh Ranjan ◽

Suresh Menon

Keyword(s):

Reacting Flows ◽

Large Eddy Simulations ◽

Subgrid Scale ◽

Scale Modeling ◽

Subgrid Scale Modeling

Download Full-text

Dissipative Structure and Long Term Behavior of a Finite Element Approximation of Incompressible Flows with Numerical Subgrid Scale Modeling

Multiscale Methods in Computational Mechanics - Lecture Notes in Applied and Computational Mechanics ◽

10.1007/978-90-481-9809-2_5 ◽

2010 ◽

pp. 75-93 ◽

Author(s):

Ramon Codina ◽

Javier Principe ◽

Santiago Badia

Keyword(s):

Finite Element ◽

Dissipative Structure ◽

Incompressible Flows ◽

Finite Element Approximation ◽

Element Approximation ◽

Subgrid Scale ◽

Scale Modeling ◽

Subgrid Scale Modeling ◽

Long Term Behavior

Download Full-text