Empowering weather and climate forecast
| # | Conference / Workshop | Date | Presenter(s) | Title | Download |
|---|---|---|---|---|---|
| 1 | ISC High Performance Computing | 2023-05-23 | Peter Dueben, ECMWF | MAELSTROM | See more |
| 2 | 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 |
| 3 | 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 |
| 4 | General Assembly of the European Geosciences Union | 2023-04-27 | Bing Gong, Forschungszentrum Jülich | Statistical downscaling of precipitation with deep neural networks | See more |
| 5 | HPC-AI Advisory Council 13th Annual Swiss Conference | 2023-04-03 | Daniele Gregori, E4 Computer Engineering | The next challenges in HPC | See more |
| 6 | WCRP hybrid symposium on Frontiers in Subseasonal to Decadal Prediction | 2023-03-28 | Peter Dueben, ECMWF | The future of climate information | See more |
| 7 | KUIS AI Talks | 2023-03-21 | Peter Dueben, ECMWF | Machine learning for weather and climate prediction | See more |
| 8 | Space Weather Modelling Workshop | 2023-02-28 | Peter Dueben, ECMWF | Weather Forecasting at ECMWF | See more |
| 9 | Seminar at TU Hamburg | 2023-01-23 | Peter Dueben, ECMWF | Machine learning for weather and climate modelling | See more |
| 10 | Hectometric Workshop | 2022-12-14 | Peter Dueben, ECMWF | Downscaling and global high-resolution modelling | See more |
| 11 | 30 Years of Ensemble Forecasting and Symposium for Prof. Tim Palmer | 2022-12-05 | Peter Dueben, ECMWF | Ensemble forecasts at ECMWF today | See more |
| 12 | W2W Annual Meeting | 2022-11-18 | Peter Dueben, ECMWF | Machine learning and predictability of weather and climate | See more |
| 13 | 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 |
| 14 | Ringvorlesung of the University Cologne | 2022-10-09 | Peter Dueben, ECMWF | Machine Learning for Weather and Climate | See more |
| 15 | 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 |
| 16 | Math4DL | 2022-09-21 | Peter Dueben, ECMWF | Machine Learning at ECMWF | See more |
| 17 | Eumetsat Meteorological Satellites Conference | 2022-09-20 | Peter Dueben, ECMWF | Machine Learning at ECMWF | See more |
| 18 | Royal Meteorological Society National Meeting | 2022-09-14 | Peter Dueben, ECMWF | Challenges and Limitations of Machine Learning for Atmospheric Sciences | See more |
| 19 | METKOM 2022 | 2022-08-22 | Peter Dueben, ECMWF | Neues vom EZMWF - Die digitale Revolution des europäischen Wetterzentrums | See more |
| 20 | PASC22 | 2022-06-27 | Fabian Emmerich, 4cast GmbH | The Maelstrom Protocol - Workflow for the Development of AI on HPC | See more |
| 21 | Living Planet Symposium 2022 | 2022-05-26 | Bing Gong, Forschungszentrum Jülich | Deep Learning for Weather Forecasting | See more |
| 22 | General Assembly of the European Geosciences Union | 2022-05-23 | Yan Ji, Forschungszentrum Jülich | Deep Learning for precipitation nowcasting | See more |
| 23 | 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 |
| 24 | ENES HPC Workshop | 2022-05-09 | Peter Dueben, ECMWF | Machine learning for weather and climate predictions | See more |
| 25 | TimeX Annual Meeting | 2022-04-25 | Peter Dueben, ECMWF | MAELSTROM - Scalable Machine Learning for Weather and Climate Modelling | See more |
| 26 | 1st MAELSTROM Dissemination Workshop | 2022-03-28 | Bing Gong, Forschungszentrum Jülich | Summary on MAELSTROM Applications and Data Sets | See more |
| 27 | 1st MAELSTROM Dissemination Workshop | 2022-03-28 | Andreas Herten, Forschungszentrum Jülich | First benchmarking results of MAELSTROM's hardware systems | Download PDF |
| 28 | Urban Fluid Mechanics SIG meeting | 2022-03-21 | Peter Dueben, ECMWF | Machine Learning for Earth System Modelling | See more |
| 29 | OceaniX Webinars | 2022-03-16 | Peter Dueben, ECMWF | Machine Learning for Weather and Predictions | See more |
| 30 | 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 |
| 31 | AARMS Scientific Machine Learning Seminar | 2021-12-08 | Peter Dueben, ECMWF | Machine Learning for Weather and Climate Predictions | See more |
| 32 | KI NRW AI Monday | 2021-11-22 | Peter Dueben, ECMWF | AI and machine learning in weather and climate modelling | See more |
| 33 | GTC Digital 2021 | 2021-11-13 | Peter Dueben, ECMWF | Progress and Challenges for Using Machine Learning in Weather and Climate Prediction | See more |
| 34 | IFAB Webinar | 2021-11-09 | Peter Dueben, ECMWF | Artificial Intelligence and Machine Learning to Improve Surface Weather Forecasts | See more |
| 35 | IARAI Workshop | 2021-11-01 | Peter Dueben, ECMWF | Machine Learning for Weather and Climate Predictions | See more |
| 36 | AWI Seminar | 2021-10-14 | Peter Dueben, ECMWF | Machine Learning in Weather and Climate Modelling | See more |
| 37 | 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 |
| 38 | EWGLAM and SRNWP Meeting | 2021-09-27 | Peter Dueben, ECMWF | An overview on Machine Learning for Weather Forecasting | See more |
| 39 | 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 |
| 40 | NOAA Workshop | 2021-09-13 | Peter Dueben, ECMWF | Learn more about machine learning at ECMWF | See more |
| 41 | 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 |
| 42 | Workshop on Knowledge Guided Machine Learning | 2021-08-09 | Peter Dueben, ECMWF | Some thoughts on Knowledge Guided Machine Learning at KGML2021 | See more |
| 43 | Oak Ridge National Laboratory Seminar Talk | 2021-08-01 | Peter Dueben, ECMWF | Machine Learning for Weather and Climate Prediction | See more |
| 44 | Dagstuhl Workshop | 2021-07-27 | Peter Dueben, ECMWF | How to reduce numerical precision in weather and climate simulations -- Workshop on Approximate Systems | See more |
| 45 | NCI TechTake Seminar Series | 2021-05-25 | Peter Dueben, ECMWF | The next decade of machine learning at ECMWF | See more |
| 46 | AMS 101st Annual Meeting 2021 | 2021-01-12 | Peter Dueben, ECMWF | Machine Learning at ECMWF | See more |