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With all the database established and established, normalization is done to eliminate the numerical distinctions involving diagnostics, also to map the inputs to an appropriate selection to aid the initialization in the neural community. According to the effects by J.X. Zhu et al.19, the performance of deep neural network is only weakly dependent o
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All discharges are break up into consecutive temporal sequences. A time threshold before disruption is outlined for various tokamaks in Desk 5 to indicate the precursor of a disruptive discharge. The “unstable�?sequences of disruptive discharges are labeled as “disruptive�?and also other sequences from non-disruptive discharges are labeled
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