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Within our scenario, the pre-properly trained design with the J-Textual content tokamak has currently been established its effectiveness in extracting disruptive-connected capabilities on J-Textual content. To additional examination its skill for predicting disruptions throughout tokamaks based on transfer Understanding, a bunch of numerical experiments is performed on a fresh concentrate on tokamak EAST. In comparison to the J-TEXT tokamak, EAST provides a much larger dimension, and operates in constant-state divertor configuration with elongation and triangularity, with Substantially greater plasma efficiency (see Dataset in Approaches).
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La cocción de las hojas se realiza hasta que tomen una coloración parda. Esta coloración se logra gracias a la intervención de los vapores del agua al contacto con la clorofila, ya que el vapor la diluye completamente.
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Like a conclusion, our effects with the numerical experiments demonstrate that parameter-primarily based transfer Finding out does support forecast disruptions in future tokamak with restricted knowledge, and outperforms other procedures to a large extent. Additionally, the layers inside the ParallelConv1D blocks are able to extracting normal and small-level attributes of disruption discharges across distinctive tokamaks. The LSTM layers, nevertheless, are purported to extract attributes with a larger time scale linked to specific tokamaks especially and therefore are mounted Along with the time scale on the tokamak pre-educated. Distinct tokamaks differ significantly in resistive diffusion time scale and configuration.
¥符号由拉丁字母“Y”和平行水平线组成。使用拉丁字母“Y”的原因是因为“圆”的中文和日語在英文中的拼写“yuan”和“yen”的起始字母都是“Y”。