What is recorded here?
Pretrains a 3D Swin/Perceiver weather model on diverse forecast, analysis, reanalysis and climate data, then fine-tunes for weather, ocean waves and cyclone-track tasks in the expanded source version.
Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.
Scientific scope
Requires data-assimilated initial conditions and expensive pretraining; reported task wins do not imply all-target dominance or learned physical conservation. Only non-biological weather/wave/cyclone contributions curated, not public-health/agricultural applications.
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People and systems
Cristian Bodnar; Wessel P. Bruinsma; Ana Lucic; Megan Stanley; Johannes Brandstetter; Patrick Garvan; Maik Riechert; Jonathan Weyn; Haiyu Dong; Anna Vaughan; Jayesh K. Gupta; Kit Tambiratnam; Alex Archibald; Elizabeth Heider; Max Welling; Richard E. Turner; Paris Perdikaris; Jonathan A. Weyn; Kit Thambiratnam; Alexander T. Archibald; Chun-Chieh Wu
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
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English catalogue narrative
Aurora transferable Earth-system foundation model
Pretrains a 3D Swin/Perceiver weather model on diverse forecast, analysis, reanalysis and climate data, then fine-tunes for weather, ocean waves and cyclone-track tasks in the expanded source version.
Scientific scope
Requires data-assimilated initial conditions and expensive pretraining; reported task wins do not imply all-target dominance or learned physical conservation. Only non-biological weather/wave/cyclone contributions curated, not public-health/agricultural applications.
Reading status
This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.
People and systems
Cristian Bodnar; Wessel P. Bruinsma; Ana Lucic; Megan Stanley; Johannes Brandstetter; Patrick Garvan; Maik Riechert; Jonathan Weyn; Haiyu Dong; Anna Vaughan; Jayesh K. Gupta; Kit Tambiratnam; Alex Archibald; Elizabeth Heider; Max Welling; Richard E. Turner; Paris Perdikaris; Jonathan A. Weyn; Kit Thambiratnam; Alexander T. Archibald; Chun-Chieh Wu
Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.