Articles | Volume 2
https://doi.org/10.5194/sand-2-139-2023
https://doi.org/10.5194/sand-2-139-2023
Conference Abstract
 | 
06 Sep 2023
Conference Abstract |  | 06 Sep 2023

Potential and challenges of applying artificial intelligence (AI) in geosciences to the search for a high-level waste repository in Germany

Fabien Magri, Ingo Kock, Judith Krohn, Florian Krob, Veronika Ustohalova, Stefan Wittek, and Dimitri Bratzel

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Cited articles

Krob, F., Krohn, J., Ustohalova, V., Wittek, S., and Bratzel, D.: Potentials and challenges of applying artificial intelligence (AI) in geosciences for the search of a repository of high-level waste in Germany, in: EGU General Assembly 2023, 24–28 April 2023, Vienna, Austria, EGU23-16757, https://doi.org/10.5194/egusphere-egu23-16757, 2023. 
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Short summary
In this project, an assessment tool is developed to evaluate the applicability of AI methods in geosciences with respect to key geological activities in the site selection process. The results show that AI should not have any decision-making power when used in the site selection process. It is strongly recommended that all methods should be evaluated and validated iteratively and that the results should be made publicly available when applied to the key activities of the site selection process.