The effects with the sensitivity Assessment are demonstrated in Fig. 3. The model classification functionality suggests the FFE can extract crucial facts from J-Textual content info and has the opportunity to generally be transferred to the EAST tokamak.
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Within our scenario, the pre-skilled model from the J-Textual content tokamak has by now been established its usefulness in extracting disruptive-related features on J-Textual content. To more test its skill for predicting disruptions across tokamaks according to transfer Understanding, a group of numerical experiments is completed on a fresh target tokamak EAST. As compared to the J-TEXT tokamak, EAST has a much bigger measurement, and operates in steady-point out divertor configuration with elongation and triangularity, with Significantly larger plasma efficiency (see Dataset in Techniques).
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