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A warning time of five ms is enough to the Disruption Mitigation Process (DMS) to choose effect on the J-TEXT tokamak. To make sure the DMS will choose outcome (Significant Fuel Injection (MGI) and potential mitigation solutions which would consider a longer time), a warning time more substantial than ten ms are regarded as successful.

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तो उन्होंने बहुत का�?किया था अब चिरा�?पासवान को उस का�?को आग�?ले जाना है चिरा�?पासवान केंद्री�?मंत्री बन रह�?है�?!

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The analyze is carried out over the J-TEXT and EAST disruption databases depending on the previous work13,51. Discharges with the J-TEXT tokamak are utilized for validating the usefulness of the deep fusion aspect extractor, along with featuring a pre-educated model on J-TEXT for further transferring to forecast disruptions in the EAST tokamak. To ensure the inputs in the disruption predictor are retained a similar, 47 channels of diagnostics are selected from each J-Textual content and EAST respectively, as is demonstrated in Table 4.

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There isn't a obvious method of manually modify the skilled LSTM levels to compensate these time-scale improvements. The LSTM levels within the source design essentially suits precisely the same time scale as J-Textual content, but will not match the exact same time scale as EAST. The effects demonstrate that the LSTM layers are fastened to some time scale in J-TEXT when coaching on J-TEXT and therefore are not suited to fitting an extended time scale during the EAST tokamak.

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