eess.SY · 2026-07-14 · No. 53

Systems and Control, 2026-07-14.

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

01 — The papers

2 entries
  1. 01

    A Multimodal Dataset for Large Language Model Applications in the Energy Domain

    Costas Mylonas, Magda Foti

    eess.SY · cs.AI

    This paper presents the mAIEnergy dataset, an open-access, multimodal corpus developed to support Large Language Model (LLM) applications in the energy sector. The dataset integrates approximately 50,000 textual documents, 20,000 images, 25 million numerical time series records, and 2 million geospatial and relational data entries. It includes policy and regulatory texts, scientific articles and news articles, satellite and contextual...

    arxiv.org/abs/2607.11459 · PDF

  2. 02

    Implicit Neural Networks as Static Controllers: Certificates and Performance Separation

    Giuseppe C. Calafiore, Laurent El Ghaoui

    eess.SY · cs.LG

    Implicit neural controllers (INCs) are static feedback laws that are evaluated through an algebraic fixed point {equation}; they include as special cases neural network controllers. We propose a so-called implicit representation of neural networks as a key enabling device that exposes the controller as a trainable linear interconnection closed through a known static activation map, thereby making well-posedness and Lyapunov/IQC analysis...

    arxiv.org/abs/2607.11122 · PDF

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