Suggested Searches

1 min read

Machine-Learning Building Block-Flow Model for Large-Eddy Simulation of High-Speed Flows with Strong Heat Transfer and Wall Roughness

Adrian Lozano Duran
Massachusetts Institute of Technology, Cambridge

ECF 2023 Quadchart Lozano-Duran.pdf

Dr. Lozano Duran will develop a simulation capability for hypersonic flows which will account for different flow phenomena using the building-block-flow model which is rooted in the idea that a collection of simple flows contains the essential physics to predict more complex scenarios. His model will use artificial neural networks to unify the individual building blocks into one predictive, high level model.

Back to ECF 2023 Full List