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Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation c...

Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation c...

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2898787072

Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán

About this item

Full title

Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán

Publisher

Ithaca: Cornell University Library, arXiv.org

Journal title

arXiv.org, 2024-02

Language

English

Formats

Publication information

Publisher

Ithaca: Cornell University Library, arXiv.org

More information

Scope and Contents

Contents

There has been huge recent interest in the potential of making operational weather forecasts using machine learning techniques. As they become a part of the weather forecasting toolbox, there is a pressing need to understand how well current machine learning models can simulate high-impact weather events. We compare forecasts of Storm Ciarán, a Eur...

Alternative Titles

Full title

Do AI models produce better weather forecasts than physics-based models? A quantitative evaluation case study of Storm Ciarán

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Primary Identifiers

Record Identifier

TN_cdi_proquest_journals_2898787072

Permalink

https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_proquest_journals_2898787072

Other Identifiers

E-ISSN

2331-8422

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