Compressing fluid flows with nonlinear machine learning: mode decomposition, latent modeling, and flow control

Koji Fukagata, Kai Fukami

An autoencoder is a self-supervised machine-learning network trained to output a quantity identical to the input. Owing to its structure possessing a bottleneck with a lower dimens…