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Machine Learning Predictors of Extreme Events Occurring in Complex Dynamical Systems

The ability to characterize and predict extreme events is a vital topic in fields ranging from finance to ocean engineering. Typically, the most-extreme events are also the most-rare, and it is this property that makes data collection and direct simulation challenging. We consider the problem of der...

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Veröffentlicht in:Entropy (Basel)
Hauptverfasser: Guth, Stephen, Sapsis, Themistoklis P.
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2019
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7514256/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21100925
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