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AI Breakthrough Speeds Up Fusion Reactor Design by Mapping Plasma Heat Shadows in Milliseconds
A collaboration between Commonwealth Fusion Systems, PPPL, and ORNL has developed HEAT-ML, an AI tool that rapidly identifies “magnetic shadows” in fusion reactors, protecting components from extreme ...
Scientists have developed a lightning-fast AI tool called HEAT-ML that can spot hidden “safe zones” inside a fusion reactor ...
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New AI method speeds up calculations to protect fusion reactors from plasma heat
The new HEAT-ML overcomes this bottleneck with a deep neural network trained on roughly 1,000 SPARC simulations generated by HEAT. Once trained, the AI can produce shadow masks in just a few ...
A new AI tool is helping researchers tackle some challenges within fusion energy by protecting the inside of fusion reactors ...
Korean and US researchers have found that injecting boron powder in fusion reactors reduces tungsten impurities, improving ...
Physicists have heated gold to over 19,000 Kelvin, more than 14 times its melting point, without melting it, smashing the ...
The gold wouldn’t be the end game, more like a side hustle. The millions of dollars made from selling the precious metal ...
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