CFD Roadmap + AI/ML Roadmap + CFD Theory Material with All About CFD

Bundle package:

1. CFD Fundamental Theory Notes (20 PDF Modules)
2. CFD Learning Courses & Roadmap Comprehensive PDF
3. AI/ML-CFD Courses & Resources Comprehensive PDF

CFD Fundamental Theory Notes!

Lectures Notes PDFs on the following topics:

1. Introduction to CFD
2. Basic concepts of Fluid Mechanics
3. Overall CFD Workflow
4. Governing Equations in Fluid Dynamics & CFD
5. PDEs & Discretization
6. Finite Difference Method & Finite Volume Method
7. FDM & FVM Python code: Diffusion & Convection-Diffusion
8. SIMPLE Algorithm
9. Understanding Accuracy in CFD
10. Understanding Mesh Generation & Mesh Quality in CFD
11. Turbulent Flows: Theory & its Characteristics
12. Turbulence Modeling
13. Eddy Viscosity Models
14. K-Epsilon Model: Standard, RNG & Realizable
15. K-Omega Model: Wilcox, BSL & SST

CFD Learning Courses & Roadmap Comprehensive PDF

A digital PDF document with a systematic guide to learning CFD from scratch to advanced level.

A comprehensive step-by-step best online free/paid courses list along with their links, YouTube channels to follow, and websites to follow related to CFD, aerodynamics and thermal science.

In the digital PDF document, you will find a comprehensive list of courses related to subjects:

1. Advanced Fluid Mechanics
2. CFD Theory & CFD Coding
3. Multiphase flow
4. Compressible flow
5. Turbulence Modelling
6. Aerodynamics
7. Fluid Structural Interaction
8. High-performance computation

List of courses to learn ANSYS, Star CCM+, and OpenFOAM.

CFD Books recommendations as well!

AI/ML-CFD Courses & Resources Comprehensive PDF

A digital PDF document with a systematic guide to learning AI & Machine Learning for CFD.

A comprehensive, step-by-step list of the best free and paid online courses along with direct links, YouTube lecture series, websites, and research papers focused on applying AI/ML in CFD.

Inside this Digital Guide, You'll Find:

1. Fundamental AI/ML Python Learning Courses
2. Machine Learning & Deep Learning Foundations Courses
3. Mathematics for AI/ML Courses
4. CFD & Fluid Mechanics–Focused AI/ML Resources: PINNs CFD Public codes
5. YouTube Lecture Series related to AI/ML in Fluid Mechanics & CFD
6. Additional Platforms related to AI ML

Research Papers to Follow (Handpicked): Related to AI/ML used for Fluid Mechanics, CFD, Meshing & Turbulence Modeling

Advanced AI/ML Courses Link:

1. Prompt Engineering
2. Generative AI
3. Generative Adversarial Networks
4. Natural Language Processing