physics.flu-dyn · 2026-07-28 · No. 67

Fluid Dynamics, 2026-07-28.

1 new papers in physics.flu-dyn. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    The balance between compactness and forecast accuracy of data-driven latent-space reduced-order models in controlled wake flows

    Alberto Solera-Rico, Patricia García-Caspueñas, Carlos Sanmiguel Vila, Stefano Discetti

    physics.flu-dyn · cs.LG

    Model-based active flow control requires predictive models that are accurate, stable, and fast enough for real-time optimisation. In controlled wake flows, this is often achieved through Reduced-Order Models (ROMs) that first compress high-dimensional velocity snapshots into a latent space and then learn a time- stepping predictor for the dynamics in the latent space. Here, we study how the choice of the spatial encoder affects the...

    arxiv.org/abs/2607.24569 · PDF

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