no code implementations • 7 Apr 2023 • Alberto Solera-Rico, Carlos Sanmiguel Vila, M. A. Gómez, Yuning Wang, Abdulrahman Almashjary, Scott T. M. Dawson, Ricardo Vinuesa
Variational autoencoder (VAE) architectures have the potential to develop reduced-order models (ROMs) for chaotic fluid flows.
1 code implementation • 23 Feb 2022 • Alejandro Güemes, Carlos Sanmiguel Vila, Stefano Discetti
This task is particularly challenging when the mapping between sparse measurements and field quantities is performed in an unsupervised manner.