First-author research on unsupervised learning for buffet detection using DMD and model reduction. Early detection of aerodynamic buffet using a sliding-window DMD framework.
First-author study on airfoil buffet boundary detection with unsupervised ML and real-time predictive modeling.
Conference talk: Predicting aerodynamic buffet onset using DMD and Koopman analysis on RANS simulations. Presented at APS DFD 2020.
Conference proceedings on DMD-based prediction of buffeting onset in 2D airfoils; presented at Dynamics Days 2020 and MCCNNY 2020.