On the use of kolmogorov–arnold networks for adapting wind numerical weather forecasts with explainability and interpretability: application to madeira international airport

This study examines the application of machine learning to enhance wind nowcasting by using a Kolmogorov-Arnold Network model to improve predictions from the Global Forecast System at Madeira International Airport, a site affected by complex terrain. The research addresses the limitations of traditi...

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Veröffentlicht in:Environmental Research Communications 2024-10, Vol.6 (10), p.105008
Hauptverfasser: Alves, Décio, Mendonça, Fábio, Mostafa, Sheikh Shanawaz, Morgado-Dias, Fernando
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Sprache:eng
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