Investigation of the impact of token embeddings in Transformer-based models on short-term tropical cyclone track and intensity predictions

Tropical cyclones (TCs) are destructive meteorological phenomena, necessitating accurate predictions of TC track and intensity to reduce risks to human life. This study evaluates three Transformer-based models – vanilla Transformer (Transformer), inverted Transformer (iTransformer), and temporal-var...

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Autori principali: Yuan-Jiang Zeng, Yi-Qing Ni, Zheng-Wei Chen, Guang-Zhi Zeng, Jia-Yao Wang, Pak-Wai Chan
Natura: Articolo
Lingua:inglese
Pubblicazione: Taylor & Francis Group 2025-12-01
Serie:Engineering Applications of Computational Fluid Mechanics
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Accesso online:https://www.tandfonline.com/doi/10.1080/19942060.2025.2538180
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