Data Analytics and Machine Learning for Exascale Computational Fluid Dynamics

PI Ken Jansen, University of Colorado Boulder

This project will develop data analytics and machine learning techniques to greatly enhance the value of flow simulations with the extraction of meaningful dynamics information. A hierarchy of turbulence models will be applied to a series of increasingly complex flows before culminating in the first flight-scale design optimization of active flow control on an aircraft’s vertical tail.