Compile OpenFOAM from source on M1 Mac
I just spent 3 hours building ESI OpenFOAM-v2112 from source code locally(no need docker) on my m1 MacBook air. This blog is to record the process.
Review of Physical Informed Neural Network
It's a brief note of the review paper: Physics-informed machine learning[1] by the same group proposing the PINN[2], including Prof. George Em Karniadakis and Dr. Lu Lu. Basic concepts an
Patterns, Machine learning for fluids dynamics
The second course introduces the patterns and coherent structures in high-dimensional fluid dynamics and how machine learning is currently being used to extract them.
Introduction, Machine learning for fluids dynamics
This is a series of brief notes for the popular lesson: Machine Learning for Fluid Mechanics, by Dr. Steve Brunton. He is not only a good instructor, but an active researcher focusing combining techn
External flow fundamentals
Internal pipe flow is not enough for me, continue to review the tricky part.
Internal flow fundamentals
Feeling good deriving the basics, continue to review the following content.
Derivation of Non-dimensional NS Equations
Feeling unsafe when deploying CFD algorithms, the best way to alleviate the anxiety is to derive the fundamentals again.
Derivation of Differential Fluid Equations
Feeling unsafe when deploying CFD algorithms, the best way to alleviate the anxiety is to derive the fundamentals again.
