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Artificial intelligence helps prevent disruptions in fusion devices

Risk of disruptions Fusion devices called tokamaks run increased risk of disruptions as researchers, aiming to maximize fusion power to create on Earth the fusion that powers the sun and stars, bump up against the operational limits of the facilities.

Fusion reactions combine light elements in the form of plasma -- the hot, charged state of matter composed of free electrons and atomic nuclei that makes up 99 percent of the visible universe -- to generate massive amounts of energy.

Relatively simple model 'It's fascinating to see that a relatively simple machine learning model could accurately predict the complicated behavior of fusion plasma,' said Yichen Fu, a graduate student in the Princeton Program in Plasma Physics at PPPL and lead author of a paper describing the findings (link is external) in Physics of Plasmas and showcased in a featured American Institute of Physics publication called 'SciLight.'

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