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    Uncertainty-Guided Prediction Horizon of Phase-Resolved Ocean Wave Forecasting Under Data Sparsity: Experimental and Numerical Evaluation by Yuksel Rudy Alkarem, Kimberly Huguenard, Richard W. Kimball, Stephan T. Grilli

    Published 2025-06-01
    “…Results show under a 50% probability of upstream data loss, the <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mi>τ</mi></semantics></math></inline-formula>-trimmed TiDE model achieves a 46% reduction in error at the most upstream target, compared to 22% for LSTM. …”
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