Deep Neural Networks for Nonlinear Model Order Reduction of Unsteady Flows

no code implementations • 2 Jul 2020 • Hamidreza Eivazi, Hadi Veisi, Mohammad Hossein Naderi, Vahid Esfahanian

An autoencoder network is used for nonlinear dimension reduction and feature extraction as an alternative for singular value decomposition (SVD).

Dimensionality Reduction