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854 discharges (525 disruptive) from 2017�?018 compaigns are picked out from J-TEXT. The discharges address all the channels we selected as inputs, and involve every kind of disruptions in J-TEXT. A lot of the dropped disruptive discharges were induced manually and didn't present any indication of instability right before disruption, including th
With all the database determined and proven, normalization is performed to reduce the numerical differences between diagnostics, also to map the inputs to an acceptable array to facilitate the initialization of your neural network. In accordance with the final results by J.X. Zhu et al.19, the effectiveness of deep neural network is simply weakly d
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