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.
MARFE: An edge plasma phenomenon.Nuclear Fusion, 24(8):977, 1984
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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.