Data-Driven Modelling of the Reynolds Stress Tensor using Random Forests with Invariance

Mikael L. A. Kaandorp, Richard P. Dwight

A novel machine learning algorithm is presented, serving as a data-driven turbulence modeling tool for Reynolds Averaged Navier-Stokes (RANS) simulations. This machine learning alg…