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When picking out, the consistency throughout discharges, together with among The 2 tokamaks, of geometry and examine of your diagnostics are considered as Substantially as possible. The diagnostics are able to address the typical frequency of 2/one tearing modes, the cycle of sawtooth oscillations, radiation asymmetry, as well as other spatial and temporal data small amount more than enough. As the diagnostics bear several physical and temporal scales, distinct sample charges are picked respectively for different diagnostics.

Moreover, long run reactors will conduct in a higher efficiency operational regime than present tokamaks. Therefore the concentrate on tokamak is alleged to execute in a greater-efficiency operational regime plus much more State-of-the-art state of affairs compared to source tokamak which the disruption predictor is properly trained on. Together with the concerns earlier mentioned, the J-TEXT tokamak and also the EAST tokamak are selected as good platforms to assistance the research for a probable use situation. The J-Textual content tokamak is utilized to deliver a pre-educated design which is taken into account to have general knowledge of disruption, whilst the EAST tokamak could be the goal gadget being predicted determined by the pre-educated product by transfer Studying.

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“¥”既作为人民币的书写符号，又代表人民币的币制，还表示人民币的单位“元”，同时也是中国货币的符号。“¥”符号的产生要追溯到民国时期。

There isn't a evident technique for manually alter the educated LSTM layers to compensate these time-scale modifications. The LSTM levels in the resource design truly matches the identical time scale as J-TEXT, but isn't going to match a similar time scale as EAST. The results demonstrate that the LSTM levels are preset to enough time scale in J-Textual content when education on J-TEXT and therefore are not appropriate for fitting a longer time scale within the EAST tokamak.

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