Turbulence Modeling in Fluid Flow
( 25 Modules )

Module #1
Introduction to Turbulence
Overview of turbulence, its importance, and challenges in fluid flow

Module #2
Characteristics of Turbulent Flows
Discussion of turbulent flow characteristics, Reynolds number, and laminar-turbulent transition

Module #3
Governing Equations for Turbulent Flows
Navier-Stokes equations for turbulence, Reynolds decomposition, and averaging

Module #4
Turbulence Scales and Turbulent Kinetic Energy
Introduction to turbulence scales, turbulent kinetic energy, and dissipation rate

Module #5
Closure Problem in Turbulence Modeling
Discussion of the closure problem, its significance, and approaches to solve it

Module #6
Eddy Viscosity Models
Introduction to eddy viscosity models, including Boussinesq hypothesis and mixing length theory

Module #7
One-Equation Turbulence Models
Introduction to one-equation models, including k-model and its variants

Module #8
Two-Equation Turbulence Models
Introduction to two-equation models, including k-ε and k-ω models

Module #9
Reynolds-Stress Models (RSMs)
Introduction to RSMs, including their formulation and application

Module #10
Large Eddy Simulation (LES) Fundamentals
Introduction to LES, filter functions, and modeling of subgrid scales

Module #11
LES Modeling Techniques
Discussion of LES modeling techniques, including Smagorinsky model and dynamic models

Module #12
Hybrid RANS-LES Models
Introduction to hybrid RANS-LES models, including their formulation and application

Module #13
Turbulence Modeling for Wall-Bounded Flows
Discussion of turbulence modeling for wall-bounded flows, including wall functions and near-wall models

Module #14
Turbulence Modeling for Free Shear Flows
Discussion of turbulence modeling for free shear flows, including jets, plumes, and wakes

Module #15
Turbulence Modeling for Complex Flows
Discussion of turbulence modeling for complex flows, including swirling flows, rotational flows, and multiphase flows

Module #16
Turbulence Model Validation and Verification
Discussion of turbulence model validation and verification, including experimental and numerical methods

Module #17
Turbulence Modeling for Industrial Applications
Discussion of turbulence modeling for industrial applications, including aerospace, chemical, and civil engineering

Module #18
Advanced Topics in Turbulence Modeling
Discussion of advanced topics in turbulence modeling, including machine learning, data-driven models, and multi-scale methods

Module #19
Turbulence Modeling in Computational Fluid Dynamics (CFD)
Discussion of turbulence modeling in CFD, including commercial software and open-source codes

Module #20
Best Practices for Turbulence Modeling
Discussion of best practices for turbulence modeling, including model selection, grid resolution, and boundary conditions

Module #21
Turbulence Modeling for Multiphase Flows
Discussion of turbulence modeling for multiphase flows, including bubbly flows, droplet-based flows, and granular flows

Module #22
Turbulence Modeling for Non-Newtonian Flows
Discussion of turbulence modeling for non-Newtonian flows, including power-law fluids, Bingham plastics, and viscoelastic fluids

Module #23
Turbulence Modeling for Compressible Flows
Discussion of turbulence modeling for compressible flows, including supersonic and hypersonic flows

Module #24
Turbulence Modeling for Reactive Flows
Discussion of turbulence modeling for reactive flows, including combustion and chemical reactions

Module #25
Course Wrap-Up & Conclusion
Planning next steps in Turbulence Modeling in Fluid Flow career

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Turbulence Modeling in Fluid Flow ( 25 Modules )

Turbulence Modeling in Fluid Flow
( 25 Modules )