Decoder decomposition for the analysis of the latent space of nonlinear autoencoders with wind-tunnel experimental data

Turbulent flows are chaotic and multi-scale dynamical systems, which have large numbers of degrees of freedom. Turbulent flows, however, can be modeled with a smaller number of degrees of freedom when using an appropriate coordinate system, which is the goal of dimensionality reduction via nonlinear...

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Bibliographic Details
Main Authors: Yaxin Mo, Tullio Traverso, Luca Magri
Format: Article
Language:English
Published: Cambridge University Press 2024-01-01
Series:Data-Centric Engineering
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2632673624000315/type/journal_article
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