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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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Detalles Bibliográficos
Autores principales: Qi, Di, Majda, Andrew J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: National Academy of Sciences 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6955342/
https://www.ncbi.nlm.nih.gov/pubmed/31871152
http://dx.doi.org/10.1073/pnas.1917285117