eess.SP · 2026-10-01 · No. 130

Signal Processing, 2026-10-01.

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

01 — The papers

1 entries
  1. 01

    Grounding Time-Series Foundation Models in Digital Twin Topology for Predictive Maintenance

    Sizhe Ma, Katherine A. Flanigan, Mario Bergés

    eess.SP · cs.AI

    Digital twins increasingly support downstream analytical tasks that depend on time-series data, motivating interest in time-series foundation models (TSFMs) as scalable backbones. However, TSFMs are primarily pretrained for temporal continuation and often underperform on unseen tasks such as regression, and systematic empirical comparisons against state-of-the-art dedicated models in digital twin contexts remain limited. This paper makes...

    arxiv.org/abs/2609.40071 · PDF

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