Experiment-free disruption prediction for new devices enabled by synthetic diagnostic data augmentation

Zhiqiang Liu, Fengming Xue, Shiwei Xue +4

Deep learning based approaches have shown great promise in cross-device disruption prediction for tokamaks, however, the robustness of these models heavily relies on massive amount…