Articles | Volume 12, issue 5
https://doi.org/10.5194/gmd-12-1791-2019
https://doi.org/10.5194/gmd-12-1791-2019
Methods for assessment of models
 | 
06 May 2019
Methods for assessment of models |  | 06 May 2019

Efficient surrogate modeling methods for large-scale Earth system models based on machine-learning techniques

Dan Lu and Daniel Ricciuto

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Status: closed
Status: closed
AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment
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Peer-review completion

AR: Author's response | RR: Referee report | ED: Editor decision
AR by Dan Lu on behalf of the Authors (22 Mar 2019)  Author's response   Manuscript 
ED: Publish subject to technical corrections (17 Apr 2019) by David Topping
AR by Dan Lu on behalf of the Authors (24 Apr 2019)  Author's response   Manuscript 
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Short summary
This work uses machine-learning techniques to advance the predictive understanding of large-scale Earth systems.