We coach a model within the J-Textual content tokamak and transfer it, with only 20 discharges, to EAST, which has a considerable variance in dimensions, Procedure routine, and configuration with regard to J-TEXT. Outcomes reveal which the transfer learning system reaches the same efficiency on the product experienced directly with EAST utilizing about 1900 discharge. Our success propose the proposed system can deal with the challenge in predicting disruptions for long run tokamaks like ITER with understanding figured out from present tokamaks.
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There is absolutely no obvious technique for manually alter the trained LSTM levels to compensate these time-scale adjustments. The LSTM layers with the source model essentially fits a similar time scale as J-TEXT, but won't match precisely the same time scale as EAST. The outcome exhibit that the LSTM levels are fixed to some time scale in J-TEXT when schooling on J-Textual content and are not well suited for fitting a longer time scale in the EAST tokamak.
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结束语:比号又叫比值号,也叫比率号,在数学中的作用相当于除号÷。在行文中,冒号的作用一般是提示下文。返回搜狐,查看更多
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