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Xin-Yu Liu

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Open access Oct 2026

An Innovative Decoupled Spatio-Vertical–Temporal Learning Model Based on Topography Guidance for Wind Vector Forecasting

A novel Topography-Guided Spatio-Vertical–Temporal Transformer for the multi-step forecasting of zonal and meridional wind vectors offers a transferable and physics-informed framework that can be adapted to other terrain-complex regions and extended to related renewable-energy and air-quality forecasting tasks.

Xin-Yu Liu, Huan Li, Xin-Yue Mo · 0 citations

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