1 citations · 1 across the 2 of their papers we have counts for
2 papers
physics.flu-dyn2023★ 1 cited
-Variational autoencoders and transformers for reduced-order modelling of fluid flows
Alberto Solera-Rico, Carlos Sanmiguel Vila, M. A. Gómez +4
Variational autoencoder (VAE) architectures have the potential to develop reduced-order models (ROMs) for chaotic fluid flows. We propose a method for learning compact and near-ort…
physics.flu-dyn2023
Galerkin spectral estimation of vortex-dominated wake flows
Katherine J. Asztalos, Abdulrahman Almashjary, Scott T. M. Dawson
We propose a technique for performing spectral (in time) analysis of spatially-resolved flowfield data, without needing any temporal resolution or information. This is achieved by…