Knowledge-Enhanced Autoencoder with Koopman Theory for Dimension Reduction and its Application to Wind Pressure

Abstract

AbstractThe strongly nonlinear nature of Navier–Stokes equations governing bluff-body aerodynamics suggests that a significant amount of aerodynamic data is needed to accurately characterize the wind effects on civil structures. Since the aerodynamic data ...