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To be able to validate whether the product did capture normal and Check here common patterns among different tokamaks Despite having good discrepancies in configuration and Procedure routine, together with to check out the position that each Portion of the model played, we further built additional numerical experiments as is shown in Fig. 6. The numerical experiments are designed for interpretable investigation of your transfer product as is described in Table three. In Every single situation, a special part of the product is frozen. In the event 1, The underside layers from the ParallelConv1D blocks are frozen. In the event that two, all layers of the ParallelConv1D blocks are frozen. In the event that 3, all layers in ParallelConv1D blocks, together with the LSTM layers are frozen.

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