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.
Exploration and prediction of fluid dynamical systems using auto-encoder technology
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
physics.flu-dyn 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
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.