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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Bibliographic Details
Main Authors: Guth, Stephen Carrol, Sapsis, Themistoklis Panagiotis
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering
Format: Article
Language:English
Published: MDPI AG 2020
Online Access:https://hdl.handle.net/1721.1/125399