physics.comp-ph · 2026-08-31 · No. 101

Computational Physics, 2026-08-31.

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

01 — The papers

1 entries
  1. 01

    Real-Time Monitoring of MHD Liquid Metal Flows with Shallow Recurrent Decoders

    Claudio Scardino, Stefano Riva, Carolina Introini, Matteo Lo Verso, Eric Cervi, Antonio Cammi, Laura Savoldi

    physics.comp-ph · cs.LG · physics.flu-dyn

    State estimation in magnetohydrodynamic flows is critical for real-time monitoring of liquid metal blankets in tokamak fusion reactors. Due to the multiphysics nature of these phenomena, high-fidelity simulations are computationally prohibitive for real-time applications. This work investigates a data- driven Reduced Order Model framework: the Shallow Recurrent Decoder (SHRED) coupled with Principal Component Analysis, to map sparse...

    arxiv.org/abs/2608.28366 · PDF

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