Author

Ling-Hua Tian

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Jul 2026

Ocean-Kansformer: A model combining KAN and transformer for ocean forecasting

A multivariate ocean forecasting model combining Kolmogorov-Arnold Networks (KAN), Transformer and Transformer is proposed based on Pangu-Weather to accurately capture and predict complex associations among ocean multi-variables to provide accurate and stable ocean forecasts.

Yong-Mei Zhang, Lei Zhang, Ling-Hua Tian · Computational Geosciences · 0 citations