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We developed the deep Understanding-based mostly FFE neural network framework based upon the comprehension of tokamak diagnostics and fundamental disruption physics. It's demonstrated the chance to extract disruption-related styles successfully. The FFE offers a Basis to transfer the model to the concentrate on domain. Freeze & fine-tune parameter-
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