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Showing 1 to 2 of 2 for “"analog forecasting"”.

  1. AI-informed model analogs for subseasonal-to-seasonal prediction

    Landsberg, Jacob B., author, Barnes, Elizabeth, advisor, Schumacher, Russ, committee member, Ham, Jay, committee memberColorado State University. Libraries2025

    Subseasonal-to-seasonal forecasting is crucial for public health, disaster preparedness, and agriculture, and yet it remains a particularly challenging timescale to predict. We explore the use of an interpretable AI-informed model analog forecasting approach, previously employed on longer …

    colostate Repository record

  2. Components and principles of streaming principal components

    Henriksen, AmeliaThe University of Texas at Austin2021

    … be achieved by applying streaming KPCA to kernel analog forecasting (KAF) for dynamical systems.

    texas Repository record