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Rewiring climate modeling with machine learning emulators

Abstract Earth system models, or simulators, are foundational for projecting climate change impacts, but their computational expense limits the number and diversity of simulations available. Machine learning-based emulators, statistical surrogates trained on simulator outputs, can replicate componen...

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Bibliographic Details
Main Authors: Peter Van Katwyk, Baylor Fox-Kemper, Helene T. Hewitt, Karianne J. Bergen
Format: Artigo
Language:Inglês
Published: Nature Portfolio 2026-01-01
Series:Communications Earth & Environment
Online Access:https://doi.org/10.1038/s43247-026-03238-z
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