Data Analytics and Machine Learning for Exascale Computational Fluid Dynamics

PI Name: 
Ken Jansen
Institution: 
University of Colorado Boulder
Allocation Program: 
Aurora ESP
Year: 
2018
Research Domain: 
Engineering

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.