http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Patnala, A. (Corresponding author)FZJ* ; Semcheddine, A.FZJ* ; Langguth, M.FZJ* ; Schultz, M.FZJ* ; Lessig, C. ; Luise, I.
Applying AtmoRep for Diverse Weather Applications
2025NIC Symposium 2025 Proceedings
The 12th John von Neumann Institute for Computing (NIC) Symposium, JülichJülich, Germany, 6 Mar 2025 - 7 Mar 20252025-03-062025-03-07 52, 301- 311 (2025) [10.34734/FZJ-2025-02398]2025   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (After Call) Langguth, M. (Corresponding author)FZJ* ; Lessig, C. ; Schultz, M.FZJ* ; Luise, I.
Downscaling with the foundation model AtmoRep
2024European Geosciences Union General Assembly 2024, EGU 2024, ViennaVienna, Austria, 14 Apr 2024 - 19 Apr 20242024-04-142024-04-19 [10.5194/egusphere-egu24-18331]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other) Langguth, M.FZJ* ; Patnala, A.FZJ* ; Lehner, S. ; Dabernig, M. ; Mayer, K. ; Schicker, I. ; Harder, P. (Corresponding author)
A Benchmark Dataset for Meteorological Downscaling
2024International Conference on Learning Representations, ICLR 2024, ViennaVienna, Austria, 7 May 2024 - 11 May 20242024-05-072024-05-11 [10.34734/FZJ-2024-07390]   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings Langguth, M. (Corresponding author)FZJ* ; Harder, P. ; Schicker, I. ; Patnala, A.FZJ* ; Lehner, S. ; Dabernig, M. ; Mayer, K.
A Benchmark Dataset for Meteorological Downscaling
2024International Conference on Learning Representations, ICLR 2024, ViennaVienna, Austria, 7 May 2024 - 11 May 20242024-05-072024-05-11 N/A (2024) [10.34734/FZJ-2024-07378]2024   Files  Fulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other) Lange, A. C. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Franke, P.FZJ* ; Langguth, M.FZJ* ; Friese, E.FZJ* ; Schultz, M.FZJ*
Applying the DestinE Extremes digital twin to air quality forecasts and emission scenario simulations
2024ECMWF DestinE Annual Meeting, BonnBonn, Germany, 11 Apr 2024 - 12 Apr 20242024-04-112024-04-12 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other) Lange, A. C. (Corresponding author)FZJ* ; Schröder, S.FZJ* ; Franke, P.FZJ* ; Langguth, M.FZJ* ; Friese, E.FZJ* ; Schultz, M. G.FZJ*
Applying the DestinE Extremes digital twin to air quality forecasts and emission scenario simulations
2024EGU General Assembly 2024, ViennaVienna, Austria, 14 Apr 2024 - 19 Apr 20242024-04-142024-04-19 [10.5194/egusphere-egu24-19153]   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rojas-Campos, A. (Corresponding author) ; Langguth, M.FZJ* ; Wittenbrink, M. ; Pipa, G.
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]2023   Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other) Lange, A. C. (Corresponding author)FZJ* ; Franke, P.FZJ* ; Schröder, S.FZJ* ; Friese, E.FZJ* ; Langguth, M.FZJ* ; Schultz, M.FZJ*
How can society benefit from the DestinE digital twins in view of air pollution extreme events?
2023nd Destination Earth User eXchange, BonnBonn, Germany, 13 Nov 2023 - 14 Nov 20232023-11-132023-11-14 BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Gong, B. (Corresponding author)FZJ* ; Langguth, M.FZJ* ; Ji, Y.FZJ* ; Mozaffari, A.FZJ* ; Stadtler, S.FZJ* ; Mache, K.FZJ* ; Schultz, M. G.FZJ*
Temperature forecasting by deep learning methods
Geoscientific model development 15(23), 8931 - 8956 (2022) [10.5194/gmd-15-8931-2022]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Book Schultz, M. (Editor)FZJ* ; Mozaffari, A. (Editor)FZJ* ; Langguth, M. (Editor)FZJ*
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)2022   Files  Fulltext by OpenAccess repository Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Poster (Other) Langguth, M. (Corresponding author)FZJ* ; Gong, B.FZJ* ; Ji, Y.FZJ* ; Mozaffari, A.FZJ* ; Schultz, M.FZJ*
Stochastic downscaling of meteorological fields with deep neural networks
2022Living Planet Symposium 2022, LPS2022, BonnBonn, Germany, 23 May 2022 - 27 May 20222022-05-232022-05-27   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Mozaffari, A. (Corresponding author)FZJ* ; Langguth, M.FZJ* ; Gong, B.FZJ* ; Ahring, J.FZJ* ; Campos, A. R. ; Nieters, P. ; Escobar, O. J. C. ; Wittenbrink, M. ; Baumann, P. ; Schultz, M. G.FZJ*
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]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schultz, M. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Leufen, L. H.FZJ* ; Betancourt, C.FZJ* ; Schröder, S.FZJ* ; Gong, B.FZJ* ; Stadtler, S.FZJ* ; Langguth, M.FZJ* ; Mozaffari, A.FZJ*
Artificial intelligence for air quality
The project repository journal 12(1), 70 - 73 (2022) [10.54050/PRJ1218384]2022   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings/Contribution to a book Kesselheim, S. (Corresponding author)FZJ* ; Herten, A.FZJ* ; Krajsek, K.FZJ* ; Ebert, J.FZJ* ; Jitsev, J.FZJ* ; Cherti, M.FZJ* ; Langguth, M.FZJ* ; Gong, B.FZJ* ; Stadtler, S.FZJ* ; Mozaffari, A.FZJ* ; Cavallaro, G.FZJ* ; Sedona, R.FZJ* ; Schug, A.FZJ* ; Strube, A.FZJ* ; Kamath, R.FZJ* ; Schultz, M. G.FZJ* ; Riedel, M.FZJ* ; Lippert, T.FZJ*
JUWELS Booster – A Supercomputer for Large-Scale AI Research
2021High Performance Computing / Jagode, Heike (Editor)
ISC High Performance 2021, ISC21, DigitalDigital, Germany, 24 Jun 2021 - 2 Jul 20212021-06-242021-07-02 Lecture Notes in Computer Science 12761, 453 - 468 (2021) [10.1007/978-3-030-90539-2_31]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Schultz, M. (Corresponding author)FZJ* ; Betancourt, C.FZJ* ; Gong, B.FZJ* ; Kleinert, F.FZJ* ; Langguth, M.FZJ* ; Leufen, L. H.FZJ* ; Mozaffari, A.FZJ* ; Stadtler, S.FZJ*
Can deep learning beat numerical weather prediction?
Philosophical transactions of the Royal Society of London / A 379(2194), 20200097 (2021) [10.1098/rsta.2020.0097] special issue: "Machine learning for weather and climate modelling"2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Langguth, M. (Corresponding author)FZJ* ; Kuell, V. ; Bott, A.
Implementing the HYbrid MAss flux Convection Scheme (HYMACS) in ICON – First idealized tests and adaptions to the dynamical core for local mass sources
Quarterly journal of the Royal Meteorological Society 146(731), 2689 - 2716 (2020) [10.1002/qj.3812]2020   Files BibTeX | EndNote: XML, Text | RIS