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