New classes of climate model emulators to  improve paleoclimate reconstructions

Gaudin, Auguste; Khodri, Myriam

doi:10.5194/gmd-19-7135-2026

Articles | Volume 19, issue 15

https://doi.org/10.5194/gmd-19-7135-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/gmd-19-7135-2026

© Author(s) 2026. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 19, issue 15

Model description paper

|

04 Aug 2026

Model description paper |

| 04 Aug 2026

New classes of climate model emulators to improve paleoclimate reconstructions

Auguste Gaudin and Myriam Khodri

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Cited articles

Ahmed, K., Sachindra, D. A., Shahid, S., Demirel, M. C., and Chung, E.-S.: Selection of multi-model ensemble of general circulation models for the simulation of precipitation and maximum and minimum temperature based on spatial assessment metrics, Hydrol. Earth Syst. Sci., 23, 4803–4824, https://doi.org/10.5194/hess-23-4803-2019, 2019.

Alexander, M. A., Matrosova, L., Penland, C., Scott, J. D., and Chang, P.: Forecasting Pacific SSTs: Linear Inverse Model Predictions of the PDO, J. Climate, 21, 385–402, https://doi.org/10.1175/2007JCLI1849.1, 2008.

An, S.-I. and Jin, F.-F.: Nonlinearity and asymmetry of ENSO, J. Climate, 17, 2399–2412, https://doi.org/10.1175/1520-0442(2004)017<2399:NAAOE>2.0.CO;2, 2004.

Aumont, O., Ethé, C., Tagliabue, A., Bopp, L., and Gehlen, M.: PISCES-v2: an ocean biogeochemical model for carbon and ecosystem studies, Geosci. Model Dev., 8, 2465–2513, https://doi.org/10.5194/gmd-8-2465-2015, 2015.

Bank, D., Koenigstein, N., and Giryes, R.: Autoencoders, arXiv [preprint], https://doi.org/10.48550/arXiv.2003.05991, 2021.