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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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Bibliographic Details
Published in:Proc Natl Acad Sci U S A
Main Authors: Qi, Di, Majda, Andrew J.
Format: Artigo
Language:Inglês
Published: National Academy of Sciences 2020
Subjects:
Online Access: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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