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Using machine learning to predict extreme events in complex systems

Extreme events and the related anomalous statistics are ubiquitously observed in many natural systems, and the development of efficient methods to understand and accurately predict such representative features remains a grand challenge. Here, we investigate the skill of deep learning strategies in t...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Proc Natl Acad Sci U S A
Päätekijät: Qi, Di, Majda, Andrew J.
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: National Academy of Sciences 2020
Aiheet:
Linkit:https://ncbi.nlm.nih.gov/pmc/articles/PMC6955342/
https://ncbi.nlm.nih.gov/pubmed/31871152
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1073/pnas.1917285117
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