Scalable data assimilation with message passing

Data assimilation is a core component of numerical weather prediction systems. The large quantity of data processed during assimilation requires the computation to be distributed across increasingly many compute nodes; yet, existing approaches suffer from synchronization overhead in this setting. In...

Full description

Bibliographic Details
Main Authors: Oscar Key, So Takao, Daniel Giles, Marc Peter Deisenroth
Format: Article
Language:English
Published: Cambridge University Press 2025-01-01
Series:Environmental Data Science
Subjects:
Online Access:https://www.cambridge.org/core/product/identifier/S2634460224000475/type/journal_article