Noah

icon company Australian Centre for Field Robotics, The University of Sydney icon location Sydney icon location PhD Student studying machine learning techniques for computational fluid dynamics.

Results 4 issues of Noah

3D Spatial Case

3 comment

Has this been tested on a 3D spatial case, such as CFD Velocity/Pressure fields around a 3D model (e.g., car) either in steady state or turbulent cases?

Types of Losses

I realise that for the Physics informed part you use MSE Loss but for the pointwise solution error (supervised training) you use your custom LP Loss function. I understand that...

Cavity Flow Test Cases

Amazing project. I have been able to reproduce some of the Kolmogorov flows. However, I am more interested in the cavity flow scenarios. Would you be able to supply: 1....

Dataset CFD Meshes

1 comment

Does the dataset for Cylinder/Airfoil contain the solver meshes. Either through VTK files or otherwise? I am expecting a kind of dataset with cells, faces, owner indices etc. that are...