Augmenting EAST tokamak experimental data with synthetic J-TEXT diagnostic signals from NIMROD MHD simulations and applying Fourier Domain Adaptation improves zero-shot disruption prediction early warning rate from 50% to 57% on 1596 J-TEXT discharges.
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Experiment-free disruption prediction for new devices enabled by synthetic diagnostic data augmentation
Augmenting EAST tokamak experimental data with synthetic J-TEXT diagnostic signals from NIMROD MHD simulations and applying Fourier Domain Adaptation improves zero-shot disruption prediction early warning rate from 50% to 57% on 1596 J-TEXT discharges.