Deep learning for stochastic precipitation generation – deep SPG v1.0

Bird, Leroy J.; Walker, Matthew G. W.; Bodeker, Greg E.; Campbell, Isaac H.; Liu, Guangzhong; Sam, Swapna Josmi; Lewis, Jared; Rosier, Suzanne M.

doi:10.5194/gmd-16-3785-2023

Articles | Volume 16, issue 13

https://doi.org/10.5194/gmd-16-3785-2023

© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/gmd-16-3785-2023

© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 16, issue 13

Model description paper

|

11 Jul 2023

Model description paper |

| 11 Jul 2023

Deep learning for stochastic precipitation generation – deep SPG v1.0

Leroy J. Bird, Matthew G. W. Walker, Greg E. Bodeker, Isaac H. Campbell, Guangzhong Liu, Swapna Josmi Sam, Jared Lewis, and Suzanne M. Rosier

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Cited articles

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Bachlechner, T., Majumder, B. P., Mao, H., Cottrell, G., and McAuley, J.: Rezero is all you need: Fast convergence at large depth, in: Uncertainty in Artificial Intelligence, 1352–1361, PMLR, 2021. a

Bird, L. and Walker, M.: bodekerscientific/SPG: Release version 1.0 (Version v1), Zenodo [code], https://doi.org/10.5281/zenodo.6801733, 2022. a