VIVALDy is a hybrid β-VAE-GAN plus bidirectional transformer framework that reconstructs and predicts turbulent flow around a one-degree-of-freedom moving cylinder using only cylinder displacement as input.
Identifying regions of importance in wall- bounded turbulence through explainable deep learning
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VIVALDy: A Hybrid Generative Reduced-Order Model for Turbulent Flows, Applied to Vortex-Induced Vibrations
VIVALDy is a hybrid β-VAE-GAN plus bidirectional transformer framework that reconstructs and predicts turbulent flow around a one-degree-of-freedom moving cylinder using only cylinder displacement as input.