Architectural insights into and training methodology optimization of Pangu-Weather

<p>Data-driven medium-range weather forecasts have recently outperformed classical numerical weather prediction models, with Pangu-Weather (PGW) being the first breakthrough model to achieve this. The Transformer-based PGW introduced novel architectural components including the three-dimension...

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Bibliographic Details
Main Authors: D. To, J. Quinting, G. A. Hoshyaripour, M. Götz, A. Streit, C. Debus
Format: Article
Language:English
Published: Copernicus Publications 2024-12-01
Series:Geoscientific Model Development
Online Access:https://gmd.copernicus.org/articles/17/8873/2024/gmd-17-8873-2024.pdf
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