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We made the deep learning-primarily based FFE neural community construction based upon the idea of tokamak diagnostics and basic disruption physics. It can be confirmed a chance to extract disruption-relevant patterns efficiently. The FFE delivers a Basis to transfer the model to the focus on domain. Freeze & high-quality-tune parameter-dependent t