512

⇧ Supercomputing & Big Data ⇧

   

Recent Publications

All known publications ...
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http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Betancourt, C. (Corresponding author)FZJ* ; Hagemeier, B.FZJ* ; Schröder, S.FZJ* ; Schultz, M. G.FZJ*
Context aware benchmarking and tuning of a TByte-scale air quality database and web service
Earth science informatics 14, 1597-1607 (2021) [10.1007/s12145-021-00631-4]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Conference Presentation (Other) Betancourt, C. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Stomberg, T. ; Edrich, A.-K. ; Patnala, A.FZJ* ; Roscher, R. ; Kowalski, J. ; Schultz, M.FZJ*
Global fine resolution mapping of ozone metrics through explainable machine learning
2021EGU General Assembly 2021, vEGU21, OnlineOnline, Online, 19 Apr 2021 - 30 Apr 20212021-04-192021-04-30 [10.13140/RG.2.2.17134.13123]   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Leufen, L. H. (Corresponding author)FZJ* ; Kleinert, F.FZJ* ; Schultz, M. G.FZJ*
MLAir (v1.0) – a tool to enable fast and flexible machine learning on air data time series
Geoscientific model development 14(3), 1553 - 1574 (2021) [10.5194/gmd-14-1553-2021]2021   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Lecture (Other) Kesselheim, S. (Corresponding author)FZJ* ; Jitsev, J.FZJ* ; Kamath, R.FZJ* ; Cherti, M.FZJ* ; Strube, A.FZJ* ; Ebert, J.FZJ*
Introduction to Scalable Deep Learning
2021Lecture at PRACE Training Course at JSC (Jülich / online, Germany), 1 Feb 2021 - 5 Feb 20212021-02-012021-02-05   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Abstract Betancourt, C. (Corresponding author)FZJ* ; Stadtler, S.FZJ* ; Stomberg, T. ; Edrich, A.-K.RWTH* ; Patnala, A.FZJ* ; Roscher, R. ; Kowalski, J.RWTH* ; Schultz, M. G.FZJ*
Global fine resolution mapping of ozone metrics through explainable machine learning
2021EGU General Assembly 2021, vEGU21, OnlineOnline, Online, 19 Apr 2021 - 30 Apr 20212021-04-192021-04-30 [10.5194/egusphere-egu21-7596]   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Journal Article Rennie, S. (Corresponding author) ; Goergen, K. (Corresponding author)FZJ* ; Wohner, C. ; Apweiler, S.FZJ* ; Peterseil, J. ; Watkins, J.
A climate service for ecologists: sharing pre-processed EURO-CORDEX regional climate scenario data using the eLTER Information System
Earth system science data 13(2), 631 - 644 (2021) [10.5194/essd-13-631-2021]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 Contribution to a conference proceedings Zhang, R.FZJ* ; Cavallaro, G. (Corresponding author)FZJ* ; Jitsev, J.FZJ*
Super-Resolution of Large Volumes of Sentinel-2 Images with High Performance Distributed Deep Learning
20202020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 20202020-09-262020-10-02 617 - 620 (2020) [10.1109/IGARSS39084.2020.9323734]2020   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 Sedona, R. (Corresponding author)FZJ* ; Cavallaro, G.FZJ* ; Jitsev, J.FZJ* ; Strube, A.FZJ* ; Riedel, M.FZJ* ; Book, M.
Scaling Up a Multispectral Resnet-50 to 128 GPUs
20202020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 20202020-09-262020-10-02 IEEE 1058 - 1061 (2020) [10.1109/IGARSS39084.2020.9324237]2020   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 Cavallaro, G. (Corresponding author)FZJ* ; Willsch, D.FZJ* ; Willsch, M.FZJ* ; Michielsen, K.FZJ* ; Riedel, M.FZJ*
Approaching Remote Sensing Image Classification with Ensembles of Support Vector Machines on the D-Wave Quantum Annealer
20202020 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2020, Online eventOnline event, Hawaii, 26 Sep 2020 - 2 Oct 20202020-09-262020-10-02 IEEE 1973 - 1976 (2020) [10.1109/IGARSS39084.2020.9323544]2020   Files  Fulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS |