Termsslug: spherical-graph-transformer

Spherical Graph Transformer

球形图网格 Transformer

Transformer architecture modeling global fields on spherical grids to respect Earth data topology.

Curated Intelligence

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IT之家 · 智能时代T2·Open Source
78 pts
Google Open Sources WeatherNext 3 Weather Datasets

Google DeepMind has publicly released SatWeave and PARDIG, the two foundational datasets behind its WeatherNext 3 weather model, both hosted on Google Cloud Storage under CC BY 4.0. PARDIG uses a spherical-grid Transformer with ~10 km spatial and 15-minute temporal resolution, outperforming NASA IMERG-Final by over 30% on hourly light-to-moderate precipitation detection and remaining reliable in regions lacking ground radar.