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Empowering weather and climate forecast
#Conference / WorkshopDatePresenter(s)TitleDownload
1 CuttingEdgeAI: Weather Forecasting with AI 2024-03-02 Thomas Nipen, MET Norway AI in weather forecasting at MET Norway Download PDF
2 2nd MAELSTROM Bootcamp 2023-12-04 Andreas Herten, Forschungszentrum Jülich Introduction to HPC Download PDF
3 2nd MAELSTROM Bootcamp 2023-11-08 Ana Prieto Nemesio, ECMWF
Peter Dueben, ECMWF
Introduction to MAELSTROM and machine learning methods Download PDF
4 2nd MAELSTROM Dissemination Workshop 2023-11-07 Stepan Nassyr, Forschungszentrum Jülich MAELSTROM on AMD Download PDF
5 2nd MAELSTROM Dissemination Workshop 2023-11-07 Thomas Nipen, MET Norway A machine learned weather forecast for Norway Download PDF
6 2nd MAELSTROM Dissemination Workshop 2023-11-07 Stepan Nassyr, Forschungszentrum Jülich Experiences with W&C ML Apps on AMD Instinct GPUs Download PDF
7 2nd MAELSTROM Dissemination Workshop 2023-11-07 Karthick Panner Selvam, SnT UL Performance models for machine learning Download PDF
8 1st MAELSTROM Dissemination Workshop 2023-11-07 Peter Dueben, ECMWF An introduction to MAELSTROM Download PDF
9 ISC High Performance Computing 2023-05-23 Peter Dueben, ECMWF MAELSTROM
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10 ISC High Performance Computing 2023-05-22 Peter Dueben, ECMWF Km-scale weather models, machine-learned weather models, and km-scale machine-learned weather models
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11 General Assembly of the European Geosciences Union 2023-04-27 Michael Langguth, Forschungszentrum Jülich Towards a benchmark dataset for statistical downscaling of meteorological fields
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12 General Assembly of the European Geosciences Union 2023-04-27 Bing Gong, Forschungszentrum Jülich Statistical downscaling of precipitation with deep neural networks
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13 HPC-AI Advisory Council 13th Annual Swiss Conference 2023-04-03 Daniele Gregori, E4 Computer Engineering The next challenges in HPC
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14 WCRP hybrid symposium on Frontiers in Subseasonal to Decadal Prediction 2023-03-28 Peter Dueben, ECMWF The future of climate information
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15 KUIS AI Talks 2023-03-21 Peter Dueben, ECMWF Machine learning for weather and climate prediction
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16 Space Weather Modelling Workshop 2023-02-28 Peter Dueben, ECMWF Weather Forecasting at ECMWF
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17 Seminar at TU Hamburg 2023-01-23 Peter Dueben, ECMWF Machine learning for weather and climate modelling
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18 Hectometric Workshop 2022-12-14 Peter Dueben, ECMWF Downscaling and global high-resolution modelling
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19 30 Years of Ensemble Forecasting and Symposium for Prof. Tim Palmer 2022-12-05 Peter Dueben, ECMWF Ensemble forecasts at ECMWF today
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20 W2W Annual Meeting 2022-11-18 Peter Dueben, ECMWF Machine learning and predictability of weather and climate
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21 1st KMA-NOAA Workshop on AI for Weather and Climate 2022-10-19 Peter Dueben, ECMWF Machine Learning at the European Centre for Medium-Range Weather Forecasts -- Some notes on the progress 2018-2022
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22 Ringvorlesung of the University Cologne 2022-10-09 Peter Dueben, ECMWF Machine Learning for Weather and Climate
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23 Transformers for Environmental Science 2022-09-23 Peter Dueben, ECMWF Almost 5 years of deep learning in Earth system modelling – where do we come from and where do we go
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24 Math4DL 2022-09-21 Peter Dueben, ECMWF Machine Learning at ECMWF
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25 Eumetsat Meteorological Satellites Conference 2022-09-20 Peter Dueben, ECMWF Machine Learning at ECMWF
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26 Royal Meteorological Society National Meeting 2022-09-14 Peter Dueben, ECMWF Challenges and Limitations of Machine Learning for Atmospheric Sciences
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27 METKOM 2022 2022-08-22 Peter Dueben, ECMWF Neues vom EZMWF - Die digitale Revolution des europäischen Wetterzentrums
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28 PASC22 2022-06-27 Fabian Emmerich, 4cast GmbH The Maelstrom Protocol - Workflow for the Development of AI on HPC
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29 Living Planet Symposium 2022 2022-05-26 Bing Gong, Forschungszentrum Jülich Deep Learning for Weather Forecasting
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30 General Assembly of the European Geosciences Union 2022-05-23 Yan Ji, Forschungszentrum Jülich Deep Learning for precipitation nowcasting
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31 General Assembly of the European Geosciences Union 2022-05-23 Michael Langguth, Forschungszentrum Jülich Stochastic downscaling of the 2m temperature with a Generative adversarial networks
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32 ENES HPC Workshop 2022-05-09 Peter Dueben, ECMWF Machine learning for weather and climate predictions
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33 TimeX Annual Meeting 2022-04-25 Peter Dueben, ECMWF MAELSTROM - Scalable Machine Learning for Weather and Climate Modelling
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34 General Assembly of the European Geosciences Union 2022-04-23 John Bjørnar Bremnes, MET Norway Censored Bernstein quantile networks for probabilistic precipitation forecasting
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35 1st MAELSTROM Dissemination Workshop 2022-03-28 Andreas Herten, Forschungszentrum Jülich First benchmarking results of MAELSTROM's hardware systems Download PDF
36 1st MAELSTROM Dissemination Workshop 2022-03-28 Bing Gong, Forschungszentrum Jülich Summary on MAELSTROM Applications and Data Sets
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37 Urban Fluid Mechanics SIG meeting 2022-03-21 Peter Dueben, ECMWF Machine Learning for Earth System Modelling
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38 OceaniX Webinars 2022-03-16 Peter Dueben, ECMWF Machine Learning for Weather and Predictions
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39 National Academies Workshop 2022-02-07 Peter Dueben, ECMWF Overview of State of the Art Use of ML/AI for Earth System Science
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40 AARMS Scientific Machine Learning Seminar 2021-12-08 Peter Dueben, ECMWF Machine Learning for Weather and Climate Predictions
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41 KI NRW AI Monday 2021-11-22 Peter Dueben, ECMWF AI and machine learning in weather and climate modelling
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42 GTC Digital 2021 2021-11-13 Peter Dueben, ECMWF Progress and Challenges for Using Machine Learning in Weather and Climate Prediction
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43 IFAB Webinar 2021-11-09 Peter Dueben, ECMWF Artificial Intelligence and Machine Learning to Improve Surface Weather Forecasts
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44 IARAI Workshop 2021-11-01 Peter Dueben, ECMWF Machine Learning for Weather and Climate Predictions
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45 AWI Seminar 2021-10-14 Peter Dueben, ECMWF Machine Learning in Weather and Climate Modelling
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46 2nd Second Symposium on Artificial Intelligence for Science, Industry and Society 2021-10-11 Yan Ji, Forschungszentrum Jülich Deep learning for weather forecasts
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47 EWGLAM and SRNWP Meeting 2021-09-27 Peter Dueben, ECMWF An overview on Machine Learning for Weather Forecasting
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48 Workshop on high performance computing in meteorology at ECMWF 2021-09-24 Peter Dueben, ECMWF Machine learning, high-performance computing, and weather and climate predictions
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49 NOAA Workshop 2021-09-13 Peter Dueben, ECMWF Learn more about machine learning at ECMWF
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50 Summer School on Effective HPC for Climate and Weather 2021-08-23 Peter Dueben, ECMWF An introduction to machine learning for weather and climate
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51 Workshop on Knowledge Guided Machine Learning 2021-08-09 Peter Dueben, ECMWF Some thoughts on Knowledge Guided Machine Learning at KGML2021
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52 Oak Ridge National Laboratory Seminar Talk 2021-08-01 Peter Dueben, ECMWF Machine Learning for Weather and Climate Prediction
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53 Dagstuhl Workshop 2021-07-27 Peter Dueben, ECMWF How to reduce numerical precision in weather and climate simulations -- Workshop on Approximate Systems
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54 NCI TechTake Seminar Series 2021-05-25 Peter Dueben, ECMWF The next decade of machine learning at ECMWF
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55 AMS 101st Annual Meeting 2021 2021-01-12 Peter Dueben, ECMWF Machine Learning at ECMWF
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