Institute of Parallel and Distributed Systems University of Stuttgart Universitätsstraße 38 D–70569 Stuttgart Bachelorarbeit Machine learning of fluid-structure interaction Axel Schumacher Course of Study: Simulation Technology Examiner: Prof. Dr. rer. nat. habil. Miriam Schulte Supervisor: Amin Totounferoush, M.Sc. Commenced: June 22, 2020 Completed: July 24, 2021