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

Download

Interactive discussion

Status: closed
Status: closed
AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment
Printer-friendly Version - Printer-friendly version Supplement - Supplement

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
Download
Short summary
This work uses machine-learning techniques to advance the predictive understanding of large-scale Earth systems.