Autoencoders vs. Numerical Analysis--Informed Manifold Learning for Navier--Stokes Flows
CFD
A comparative study benchmarking autoencoders against parsimonious diffusion maps (PDMs) grounded in classical numerical analysis for reduced-order modeling of Navier-Stokes turbulent flows.
See LICENSE file Navier-StokesReduced-Order ModelingAutoencoder