A physics-gated neural network predicts MARFE worsening 40 ms ahead on HL-3 with claimed AUC 0.969, but the target labels are constructed from the same cleaned visual features the model uses.
Iter construction and manufacturing progress toward first plasma.Fusion Engineering and Design, 146:124–129, 2019
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Physics-Gated Visual Prediction of MARFE on the HL-3 Tokamak
A physics-gated neural network predicts MARFE worsening 40 ms ahead on HL-3 with claimed AUC 0.969, but the target labels are constructed from the same cleaned visual features the model uses.