CFD collection

CFD

CFDer capabilities

• Fluid dynamics
• Gas dynamics
• Thermodynamics
• Numerical analysis
• Linear algebra
• Calculus
• Probability
• Pre-processing
• Post-processing
• Linux skills
• programming
• Measurement technique
• Experimental data post-processing
• Information-searching skills
• Literature search
• English ability
• …

Basics

• Continuum Mechanics stress, strain,

• me338A - continuum mechanics 09 stanford

• me338A - continuum mechanics stanford

index and vector notation

• Quick and dirty introduction to index and vector notation

Turbulence Modele

• NASA Langley Research Center Turbulence Modeling Resource

Course

• Computational Methods in Aerospace Engineering MIT

• 陶文铨院士
  计算传热学的近代进展 PPT
  Numerical Heat Transfer PPT
  传热学-陶文铨

• Lorena Barba
  GPU computing, python
  波士顿大学机械工程系Lorena Barba教授制作课程ME 702，CFDPython在课程中使用(Barba教授后来搬到乔治华盛顿大学),胡坤根据CFDPython编写了Julia CFD系列文章，位于原创汇总2020年度
  CFDPython intro
  CFDPython github
  ME 702 - Computational Fluid Dynamics - Video Lesson 1

• Prof. S. A. E. Miller, Ph.D.
  Introduction to Computational Fluid Dynamics (CFD)

• 李新亮 CFD课程
  homepage
  下载课件、程序及文档： http://pan.baidu.com/s/1slfC5Yl

• 计算传热学大叔 数值传热学
  bilibili Videos about Numerical Heat Transfer and CFD.

• 刘建新 天津大学 CFD课程
  https://www.bilibili.com/video/BV1vE411W7kV?p=1

• Aidan Wimshurst oxford
  youtube channel “Fluid Mechanics 101”
  udemy

• Alistair Revell
  homepage
  youtube

• 汪洋
  bilibili
  cfd course

• Jorg Schluter
  googlescholar https://www.youtube.com/watch?v=fAuG9PZwOfI
  energy spectrum, RANS

• Julien Reveillon
  googlescholar His website collected series of CFD channels and materials.

• tonysaad uCFD Lectures
  http://www.tonysaad.net/uCFD/

• Tanmay Agrawal (youtube)
  Simulating Fluid Flows Using Python
  An Introduction to CFD using MATLAB

CFD forum

• http://www.cfdreview.com/

• https://www.cfd-online.com/

• 东岳流体
  CFD中文网
  2016目录
  东岳流体 AKAD

• https://forum.cfdac.com/ （openfoam）

blog

• 硫酸亚铜 博客园

• 一起来学CFD

• 伯颜的咸鱼日记

• 学习杂记

• 计算科学与工程 汪洋

Ansys tutorial

• A Hands-on Introduction to Engineering Simulations
  软件版本较新，基础视频

• cornell university FLUENT Learning Modules

• Ansys How To Videos youtube

• SimuTechGroup youtube

• ANSYS CFD tutorials and courses youtube

  • NACA 0012 3D Turbulent Simulation at Re = 3 Million

• CFD NINJA / ANSYS CFD youtube

• ANSYS Fluid Dynamics Verification Manual 南流坊公众号整理

CFD channel

• JoshTheEngineer (python matlab airfoil)
  youtube
  http://www.joshtheengineer.com/panel-methods/
  https://github.com/jte0419/

• 流沙 胡坤
  youku
  公众号 CFD之道
  原创汇总2021年度
  原创汇总2020年度
  原创汇总2019年度
  原创汇总2018年度
  原创汇总2017年度

Books

天津大学 刘建新 推荐 计算流体力学教材

有关流体力学或者计算流体力学的经典教材

CFD 书单

Organization

• ERCOFTAC
• German Aerospace Center DLR
• Air Force Research Laboratory

CFD coding

• Prof. Lars Ruepke and 郭志馗kuí / Kiel University
  Lecture on HydrothermalFoam WS2020

  • Github repository
    SIMPLE algorithm

  The Finite Element Method in geodynamics

  • Github repository

• Scientific Computing for DPhil Students Prof. Nick Trefethen from Oxford
  https://podcasts.ox.ac.uk/series/scientific-computing-dphil-students
  https://www.bilibili.com/video/BV1VE411Q7ue/

• 2.097- Qiqi Wang
  youtube

  • Numerical methods for PDEs 2016 2017 2020
  • aerodynamics 2020 fall
    Numerical methods for PDEs materials mit
    Numerical methods for PDEs 2016 fall bilibili

Scientific Computing

Fluid dynamics

• NSF Fluid Mechanics Series
  The classic fluid mechanics film courses and here is the Notes

• Engineering MAE 130A. Intro to Fluid Mechanics

• 流体力学 清华大学
  governing equation deduction, boundary layer, shock wave, turbulence

• 我所理解的流体力学 王洪伟 北航

• MECH241 Fluid Mechanics I “queens university”

• Fluid Mechanics

• Brian D. Storey (Fluid dynamics and heat transfer)
  homepage
  Lectures for Transport Phenomena course “Storey”

• Microfluidics Lectures “IIT Delhi”

• Ron Hugo (fluid, heat transfer)
  youtube

• Introduction to Compressible Flow - Prof. S. A. E. Miller, Ph.D.

• Casey Harwood (University of Iowa)

• NA320 - Marine Hydrodynamics I static pressure, Reynolds Transport Theorem, boundary layer, Material derivative, rans

• ENGR:2510 - Fluid Mechanics

• Jousef Murad
  youtube

• CPPMechEngTutorials youtube

• Ahsan
  Viscous Flow in Pipes - Fluid Mechanics
  Fully Developed Laminar Flow & Poiseuille’s Law

• Engineering Dynamics MIT

• 工程流体力学 重庆大学

• Carl Wassgren
  https://www.youtube.com/user/cw2306

Material derivative

• wiki
• Fluid Kinematics - Part 2 (The Acceleration Field and Material Derivative)
• Material derivative
• Material derivative and Leibniz rule
• Aside: The material derivative
• The Material Derivative | Fluid Mechanics
• Introductory Fluid Mechanics L1 p6: Acceleration - Material Derivative

Multiphase Microfluidics

• Multiphase Microfluidics “IITG”

Aeronautics

• MIT 16.687 Private Pilot Ground School homepage
  youtube
  • Airplane Aerodynamics In video 2 airplane aerodynamics, I believe using the Bernoulli equation to explain the airfoil is not accurate.
  • Special Lecture: F-22 Flight Controls

Machine Learning

• Learn With Me: Intro to Machine Learning

• 有趣的机器学习 “Morvan”

• 秒懂神经网络 Neural Networks

• Shusen Wang

  • website
  • homepage school
  • googlescholar
  • 深度强化学习Deep Reinforcement Learning course

Data-driven

• von Karman Institute for Fluid Dynamics
  lecture 1 Analysis, Modeling and Control of the Cylinder Wake (Prof. Bernd R. Noack)
  lecture3 The Proper Orthogonal Decomposition (Prof. Scott T.M. Dawson)
  lecture11 Nonlinear Dynamical Systems (Prof. Steve L. Brunton)
  lecture12 Methods for System Identification (Prof. Steve L. Brunton)
  lecture13 Introduction to Machine Learning Methods (Prof. Steve L. Brunton)
  lecture14 Machine Learning in Fluids: Pairing Methods with Problems (Prof. Steve L. Brunton)

• Nathan Kutz
  homepage googlescholar
  youtube

  • POD introduction 1
  • POD introduction 2
  • POD introduction 3
  • POD carlberg 1
  • POD carlberg 2
  • POD carlberg 3
  • POD carlberg 4
  • POD carlberg 5

• Steve Brunton POD DMD ML
  homepage1 homepage2 googlescholar

  1. youtube channel
  • Fourier Analysis
  2. Books
  • DATA DRIVEN SCIENCE & ENGINEERING
  • DYNAMIC MODE DECOMPOSITION
  3. Course
  • Engineering Mathematics (UW ME564 and ME565)
  • ME 564 - Mechanical Engineering Analysis
  • ME 565 - Mechanical Engineering Analysis

• EGR 202 Dynamics UWMC

Measurement technique

• Signals and Systems 1987 / Alan V. Oppenheim / MIT
  youtube

• Signals and Systems 2011 / Dennis Freeman / MIT
  youtube

• Signal Processing and Data Acquisition / Delhi / Bahga Lab IIT

• Digital Signal Processing (ECSE-4530) Lectures, Fall 2014 / Rich Radke❤️
  DSP Lecture 4: The Fourier Series

  • impulse period signal –> fourier series
  • http://falstad.com/fourier/
  • FS doesn’t work

  DSP Lecture 5: the Fourier Transform

  • FT
  • Dirac delta function (δ function)
  • duality

  DSP Lecture 13 The Sampling Theorem

  • Nyquist theorem two time o the Frequency, how to confirm the Frequency of the system eg. rotor

• MIT Signal Processing: Continuous and Discrete / Derek Rowell

PIV Particle Image Velocimetry

• Particle Image Velocimetry (PIV) Explained - How do we see airflow in wind tunnels?

If we want to see different planes at time t1, how to do it?

• A Beginner’s Introduction to Particle Image Velocimetry (PIV) using MATLAB - Part 1

• Cross-Correlation for Particle Image Velocimetry (PIV) using MATLAB

• Experimental Setup of Particle Image Velocimetry (PIV)
  https://www.velocimetry.net/principle.htm

• Introduction to PIV and Advanced Processing Methods for PIV and Time Resolved PIV
  1ms between the laser pulses
  how to determine the $\Delta$T

• [Week 07 lec 03] Particle Image Velocimetry](https://www.youtube.com/watch?v=M21PQ52q_oc)

• PIVlab matlab “William Thielicke” github homepage

• openpiv github openpiv-matlab github openpiv-python youtube
  readthedocs

Cross-correlation

• Part 2: Convolution and Cross-Correlation - G. Jensen
• Lecture 11: Micro Particle Image Velocimetry (Part 2, Flow Tracing Particles)

Wind tunnel

NASA Wind Tunnel intro

NASA Langley Full-Scale Tunnel Memories

Thermodynamics

• Thermodynamics CPP Professor David Miller
  https://www.cpp.edu/meonline/thermodynamics.shtml
  Thermodynamics I and Thermodynamics II

• EGR 263 Thermodynamics UWMC Engineering

• Professor Randall Manteufel University of Texas
  https://www.youtube.com/channel/UC56czEa9fgGKCHV-Lz-RZUQ/playlists

• Josua Meyer
  Heat Transfer Lectures (2019) by Prof Josua Meyer

• 16.Unified: Thermodynamics and Propulsion Prof. Z. S. Spakovszky
  MIT webpage

• Introduction to Propulsion Systems MIT

• Thermodynamics & Kinetics MIT
  youtube

• Engineering Thermodynamics (Dr. Supreet Singh Bahga, IIT Delhi)

• Unit: Thermodynamics khanacademy

• NASA Propulsion index

• NASA Hypersonic Aerodynamics Index

• NASA Compressible Aerodynamics Index

• MIT thermodynamics

• 两相流动与传热 上交 MOOC

Image Processing

• Intro to Digital Image Processing (ECSE-4540) Lectures, Spring 2015 “Rich Radke”
• Computer Vision for Visual Effects (ECSE-6969) Lectures Spring 2014 “Rich Radke”

Miscellaneous

• 数值天气预报 南京信息工程大学 MOOC

University

• Tel Aviv University wiki
• University of Göttingen wiki

Journal

• Annual Review of Fluid Mechanics