Abstract
By leveraging the recent advancements in the application of neural network (NN) models for surrogate modeling of flows -- with successful applications to the analysis of unstable flow problems and active control in computational environments -- we propose the application of such techniques together with new approaches to bring research on the area closer to experimental applications. Real…