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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...

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Pubblicato in:Proc Natl Acad Sci U S A
Autori principali: Qi, Di, Majda, Andrew J.
Natura: Artigo
Lingua:Inglês
Pubblicazione: National Academy of Sciences 2020
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Accesso online: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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