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For a conclusion, our outcomes from the numerical experiments reveal that parameter-centered transfer Discovering does aid predict disruptions in upcoming tokamak with restricted facts, and outperforms other methods to a considerable extent. Also, the layers within the ParallelConv1D blocks are able to extracting standard and small-degree capabilit

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