eess.SY · 2026-06-02 · No. 13

Systems and Control, 2026-06-02.

1 new papers in eess.SY. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    Physics-Guided Recurrent State-Space Neural Networks for Multi-Step Prediction

    Ruiyuan Li, Ajay Seth, Manon Kok

    eess.SY · cs.LG

    State-space models are traditionally based on physical knowledge, but multi-step predictions from these physical models can be poor due to model inaccuracy. Black-box deep learning has shown promise as an alternative. However, these methods rely on the availability of large datasets and potentially available physical knowledge is neglected. We propose the PG-RSSNN, a physics-guided recurrent state-space neural network that incorporates...

    arxiv.org/abs/2606.02278 · PDF

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