ERD

Machine Learning for Weather and Climate Modelling

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Performance model for hardware configurations

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Machine Learning at the European Centre for Medium-Range Weather Forecasts -- Some notes on the progress 2018-2022

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Downscaling and global high-resolution modelling

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Revised version of customised ML solutions for the updated datasets of D1.2 that are based on the workflow tools of WP2 ...

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Report on improved data processing tools, and the weather data loading pipeline designed for large-scale deep learning t...

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Final version of workflow tools published

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

The next decade of machine learning at ECMWF

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Report on the application of ML solutions within the W&C workflow

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Km-scale weather models, machine-learned weather models, and km-scale machine-learned weather models

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Machine learning and predictability of weather and climate

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Report on solution design and architecture blueprint

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Dissemination workshop II

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Hackathon II

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Report on tests with a tangent linear and adjoint version of ML emulators with 4DVar

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

How to reduce numerical precision in weather and climate simulations

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Machine learning, high-performance computing and numerical weather prediction

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

MAELSTROM: First benchmarks at ISC22

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Challenges when preparing machine learning tools for use in operational weather predictions

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Report on software performance benchmarking for ML solutions from deliverable D1.4

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Machine learning for weather and climate prediction

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Report on hardware performance benchmarking for ML solutions from D1.3 on a number of hardware configurations

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Machine learning for weather and climate predictions

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

Final report on hardware performance benchmarking for ML solutions with the full implementation of the workflow tools of...

Project: MAELSTROM

Updated at: 01-02-2025

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Project acronym MAELSTROM

First version of customised ML solutions for the datasets of D1.2

Project: MAELSTROM

Updated at: 30-06-2024

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Project acronym MAELSTROM

Dissemination workshop I

Project: MAELSTROM

Updated at: 30-06-2024

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Project acronym MAELSTROM

Benchmarking and test infrastructure

Project: MAELSTROM

Updated at: 30-06-2024

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Project acronym MAELSTROM

First version of datasets and cost functions to develop ML solutions for A1-A6

Project: MAELSTROM

Updated at: 30-06-2024

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Project acronym MAELSTROM

Hackathon I

Project: MAELSTROM

Updated at: 30-06-2024

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Project acronym MAELSTROM

First version of workflow tools published that allows to perform quarterly benchmarks of ML solutions

Project: MAELSTROM

Updated at: 30-06-2024

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Project acronym MAELSTROM

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