New AI method speeds up calculations to protect fusion reactors from plasma heat

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New AI method speeds up calculations to protect fusion reactors from plasma heat
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Scientists in the US have developed an AI method that rapidly maps magnetic shadows to protect fusion reactors from extreme plasma heat.

Scientists in the US have introduced a novel artificial intelligence approach that can protect fusion reactors from the extreme heat generated by plasma. The new method, which is called HEAT-ML, was developed by researchers from Commonwealth Fusion Systems , the US Department of Energy’s Princeton Plasma Physics Laboratory , and Oak Ridge National Laboratory.

“The plasma-facing components of the tokamak might come in contact with the plasma, which is very hot and can melt or damage these elements,” Doménica Corona Rivera, an associate research physicist at PPPL and first author on the paper, said. To address the challenge, the researchers developed HEAT-ML as an AI-powered upgrade to the open-source Heat flux Engineering Analysis Toolkit . The software generates ‘shadow masks’.

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