During the first year of the grant, a 2D computational fluid-structure interaction (FSI) model was developed to investigate aeroelastic stability under low flow conditions. This model, which uses a convolutional neural network capable of generating a time sequence of solutions, simulates unsteady flow within a simplified blade cascade consisting of three moving blades.
Sketch of the model of the neural network