Proper latent decomposition (PLD) is introduced as a nonlinear analogue of proper orthogonal decomposition: it computes principal geodesics on the autoencoder-inferred manifold of a fluid flow, demonstrated on a laminar wake and turbulent Kolmogorov flow.
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Proper Latent Decomposition
Proper latent decomposition (PLD) is introduced as a nonlinear analogue of proper orthogonal decomposition: it computes principal geodesics on the autoencoder-inferred manifold of a fluid flow, demonstrated on a laminar wake and turbulent Kolmogorov flow.