Variational autoencoders and transformers for multivariate time-series generative modeling and forecasting: Applications to vortex-induced vibrations
Andreas P. Mentzelopoulos, Dixia Fan, Themistoklis P. Sapsis, Michael S. Triantafyllou
Topics & Concepts
VortexTransformerMultivariate statisticsGenerative grammarSeries (stratigraphy)Time seriesVibrationStatistical physicsEngineeringComputer scienceMeteorologyArtificial intelligencePhysicsAcousticsMachine learningGeologyElectrical engineeringVoltagePaleontologyFluid Dynamics and Vibration AnalysisWind and Air Flow StudiesMeteorological Phenomena and Simulations