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physics.flu-dyn2026
Learning Stiffness Dependent Fluid Structure Dynamics from Coarse Flow Representations
Chun-Jun Pu, Li-Wei Chen, Hai-Bo Huang
This paper develops a data-driven framework for long-term prediction of fluid--structure interaction (FSI) dynamics, focusing on the flow-induced vibration (FIV) of a flexible plat…
physics.flu-dyn2024
Deep learning-based predictive modelling of transonic flow over an aerofoil
Li-Wei Chen, Nils Thuerey
Effectively predicting transonic unsteady flow over an aerofoil poses inherent challenges. In this study, we harness the power of deep neural network (DNN) models using the attenti…