Turbulence closure modeling with data-driven techniques: physical compatibility and consistency considerations

Salar Taghizadeh, Freddie D. Witherden, Sharath S. Girimaji

A recent thrust in turbulence closure modeling research is to incorporate machine learning (ML) elements, such as neural networks, for the purpose of enhancing the predictive capab…