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cs.CE2024
Parametric Nonlinear Volterra Series via Machine Learning: Transonic Aerodynamics
Gabriele Immordino, Andrea Da Ronch, Marcello Righi
This study introduces an approach for modeling unsteady transonic aerodynamics within a parametric space, using Volterra series to capture aerodynamic responses and machine learnin…
cs.CE2024
Predicting Transonic Flowfields in Non-Homogeneous Unstructured Grids Using Autoencoder Graph Convolutional Networks
Gabriele Immordino, Andrea Vaiuso, Andrea Da Ronch +1
This paper focuses on addressing challenges posed by non-homogeneous unstructured grids, commonly used in Computational Fluid Dynamics (CFD). Their prevalence in CFD scenarios has…