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You will find tries to help make a design that works on new equipment with existing equipment’s info. Former reports across distinctive machines have shown that using the predictors experienced on 1 tokamak to instantly predict disruptions in A different leads to lousy performance15,19,21. Area understanding is critical to further improve perform
We educate a product on the J-TEXT tokamak and transfer it, with only 20 discharges, to EAST, which has a significant difference in size, operation regime, and configuration with respect to J-Textual content. Results demonstrate that the transfer learning method reaches an analogous general performance to your design properly trained straight with