eess.SY · 2026-06-22 · No. 31

Systems and Control, 2026-06-22.

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

    Topological Data Analysis for High-Dimensional Dynamic Process Monitoring

    Angan Mukherjee, Tyler A. Soderstrom, Michael J. Kurtz, Victor M. Zavala

    eess.SY · cs.LG · math.AT

    Real-time process monitoring requires methods that extract actionable information from high-dimensional time-series data. In this work, we present a new approach for process monitoring that combines tools of topological data analysis (TDA) and machine learning. In the proposed approach, we represent multivariate time-series data as manifolds and use topological descriptors to summarize the structure of such data; we then use a neural ordinary...

    arxiv.org/abs/2606.20443 · PDF

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