Geoscientific Model Development
Geoscientific Model Development
GMD
Articles | Volume 16, issue 8
Articles | Volume 16, issue 8
https://doi.org/10.5194/gmd-16-2149-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
Special issue:
https://doi.org/10.5194/gmd-16-2149-2023
© Author(s) 2023. This work is distributed under
the Creative Commons Attribution 4.0 License.
Articles | Volume 16, issue 8
Methods for assessment of models
 | Highlight paper
 | 
20 Apr 2023
Methods for assessment of models | Highlight paper |  | 20 Apr 2023

Causal deep learning models for studying the Earth system

Tobias Tesch, Stefan Kollet, and Jochen Garcke

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Many papers are currently being published applying deep learning to geoscientific applications....
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Short summary
A recent statistical approach for studying relations in the Earth system is to train deep...
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Benchmark datasets and machine learning algorithms for Earth...