Rogue Waves: Predicting the Unpredictable With Advanced Neural Networks

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Rogue Waves: Predicting the Unpredictable With Advanced Neural Networks
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Researchers have developed a neural network-based tool that predicts the emergence of rogue waves up to five minutes before they occur, using data from sea surface elevation measurements. Credit: SciTechDaily.com, using data from ocean buoys. This could help enhance safety measures for maritime and offshore activities.

A new tool that can be used to predict the emergence of unusually large and unpredictable waves at sea — known as rogue waves — up to five minutes into the future is presented in a study published today in the journal. The authors suggest that the tool could be used to issue advance warnings to ships and offshore platforms to enable those working on them to seek shelter, perform emergency shutdowns, or maneuver to minimize the impacts of approaching rogue waves.

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