In this project, three PhD candidates are sought to explore and develop cutting-edge scientific machine learning techniques that blends deep learning with physics-based techniques to control such extreme events in turbulent flows. Specifically, three capabilities are targeted:
(i) the identification of precursors and data-driven investigation of the mechanisms of extreme events using a blend of physical simulations and explainable AI techniques;