FluidML

Repository implementing machine learning algorithms for fluid dynamics and functions to compute related quantities.

Algorithms

Tensor basis [1]:

• Tensor Basis Decision Tree (TBDT)
• Tensor Basis Random Forest (TBRF)

Helping functions

Features sets:

• Invariants FS1
• Invariants FS2
• Invariants FS3

To Do

References

[1]: Data-Driven Modelling of the Reynolds Stress Tensor using Random Forests with Invariance