Probabilistic Machine Learning to Improve Generalisation of Data-Driven Turbulence Modelling

Joel Ho, Nick Pepper, Tim Dodwell

A probabilistic machine learning model is introduced to augment the $k-\omega SST$ turbulence model in order to improve the modelling of separated flows and the generalisability of lear…