Verbundprojekt DeepRain: Effiziente Lokale Niederschlagsvorhersage durch Maschinelles Lernen

Grant period2018-10-01 - 2022-03-31
Funding bodyFederal Ministry of Education and Research
 BMBF
Grant numbergrant.7949663
IdentifierG:(BMBF)01IS18047A

 

Recent Publications

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Deep learning models for generation of precipitation maps based on numerical weather prediction
Geoscientific model development 16(5), 1467 - 1480 () [10.5194/gmd-16-1467-2023] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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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. () OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Temperature forecasting by deep learning methods
Geoscientific model development () [10.5194/gmd-2021-430] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Canonical Workflows to Make Data FAIR
Data Intelligence 4(2), 286–305 () [10.1162/dint_a_00132] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction
Data Intelligence 4(2), 271-285 () [10.1162/dint_a_00131] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Deep Learning for weather forecasts
Second Symposium on Artificial Intelligence for Science, Industry and Society, AISIS 2021, onlineonline, Mexico, 11 Oct 2021 - 15 Oct 20212021-10-112021-10-15 OpenAccess  Download fulltext Files  Download fulltextFulltext Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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 Record created 2021-09-20, last modified 2021-09-20



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