Published: Sep 1, 2021 by Daning Huang
On Aug. 31st, Dr. Huang gave a talk in the IBiM seminar series titled “Surrogate and Reduced-Order Modeling for Fluid-Thermal-Structural Interaction (FTSI) in High-Speed Flow”. The talk presented our recent work on multi-fidelity multi-variate Gaussian process regression and physics-infused reduced-order modeling, and their applications to the aerothermal load modeling in FTSI analysis. Our ultimate goal is to
Develop efficient computational methodologies for dynamical systems of high-dimensional states, inputs/outputs, and design variables, that are amenable for the analysis, design, optimization, and control of practical multi-disciplinary systems.
The recording is available here, and the slides are here.
IBiM seminar series is organized by a group of mechanical and aerospace engineers, including Drs. Dixia Fan, Sicheng He, etc. It focuses on the fluid-structural interaction in engineering and scientific applications.
