In this video, I discuss Machine learning-augmented turbulence modelling for RANS simulations of flows over periodic hills (P. S. Volpiani, ONERA). This presentation was given at the "Symposium on Model-Consistent Data-driven Turbulence Modeling" organized by the University of Michigan on June 22-24, 2021.
If you are interested in how we can improve turbulence models using machine learning and neural network, check out our paper: https://doi.org/10.1103/PhysRevFluids...
To access the full symposium presentations, visit: http://turbgate.engin.umich.edu/sympo...