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Yi-Shu Zhu

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#machine learning Preprint Sep 2026

OceanMoE: Structured Conditional Sparse Computation for Long-Horizon Multivariate Ocean Forecasting

Experiments on long-horizon autoregressive ORAS5 forecasting show that OceanMoE lowers aggregate forecasting error and maintains lower geometric-mean normalized RMSE than the corresponding baselines over most later rollout months, which support structured conditional computation as a modeling strategy for balancing sha...

Yi-Shu Zhu, Jian Wang · 0 citations