Grant period | 2018-10-01 - 2022-03-31 |
Funding body | Federal Ministry of Education and Research |
BMBF | |
Grant number | grant.7949663 |
Identifier | G:(BMBF)01IS18047A |
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Journal Article
Deep learning models for generation of precipitation maps based on numerical weather prediction
Geoscientific model development 16(5), 1467 - 1480 (2023) [10.5194/gmd-16-1467-2023]
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Book
Final report of the DeepRain project - Abschlußbericht des DeepRain Projektes
Jülich : Forschungszentrum Jülich GmbH Zentralbibliothek Verlag, Schriften des Forschungszentrums Jülich IAS Series 51, 77 p. (2022)
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Preprint
Temperature forecasting by deep learning methods
Geoscientific model development (2022) [10.5194/gmd-2021-430]
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Journal Article
Canonical Workflows to Make Data FAIR
Data Intelligence 4(2), 286–305 (2022) [10.1162/dint_a_00132]
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Journal Article
HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction
Data Intelligence 4(2), 271-285 (2022) [10.1162/dint_a_00131]
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Conference Presentation (After Call)
Deep Learning for weather forecasts
Second Symposium on Artificial Intelligence for Science, Industry and Society, AISIS 2021, onlineonline, Mexico, 11 Oct 2021 - 15 Oct 2021
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