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We believe the ParallelConv1D layers are imagined to extract the function in a frame, which can be a time slice of 1 ms, though the LSTM levels target more on extracting the features in a longer time scale, that is tokamak dependent.
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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比特币网络的所有权是去中心化的，这意味着没有一个人或实体控制或决定要进行哪些更改或升级。它的软件也是开源的，任何人都可以对它提出修改建议或制作不同的版本。
The objective of this research will be to Enhance the disruption prediction performance on focus on tokamak with typically information in the resource tokamak. The model general performance on goal area mostly relies on the functionality of your model while in the supply domain36. Therefore, we very first need to have to obtain a superior-functionality pre-trained design with J-Textual content knowledge.
Inside our scenario, the FFE qualified on J-TEXT is expected to be able to extract low-level attributes across distinct tokamaks, like People linked to MHD instabilities in addition to other features which might be widespread throughout distinctive tokamaks. The top layers (levels closer to the output) from the pre-properly trained design, ordinarily the classifier, in addition to the leading with the feature extractor, are used for extracting high-degree characteristics distinct on the supply duties. The top levels of your product are usually fine-tuned or replaced to make them much more related with the focus on job.
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A normal disruptive discharge with tearing manner of J-Textual content is demonstrated in Fig. four. Determine 4a displays the plasma existing and 4b shows the relative temperature fluctuation. The disruption takes place at all over 0.22 s which the crimson dashed line implies. And as is demonstrated in Fig. 4e, file, a tearing method happens from the beginning in the discharge and lasts right up until disruption. Since the discharge proceeds, the rotation pace in the magnetic islands steadily slows down, which might be indicated from the frequencies of the poloidal and toroidal Mirnov alerts. In accordance with the data on J-TEXT, 3~5 kHz is a typical frequency band for m/n�? 2/one tearing method.
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