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What's more, the performances of scenario 1-c, 2-c, and 3-c, which unfreezes the frozen levels and more tune them, are much even worse. The results suggest that, constrained data from the target tokamak is just not representative more than enough and the prevalent information will probably be more very likely flooded with precise patterns from your source info that may bring about a worse effectiveness.
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Mixing details from both equally concentrate on and existing equipment is one way of transfer Finding out, occasion-dependent transfer Studying. But the information carried because of the limited details from your concentrate on device may be flooded by information from the existing machines. These will work are carried out amid tokamaks with identical configurations and measurements. Nevertheless, Go to Website the gap among upcoming tokamak reactors and any tokamaks current currently is incredibly large23,24. Dimensions on the machine, Procedure regimes, configurations, aspect distributions, disruption triggers, characteristic paths, along with other factors will all consequence in several plasma performances and unique disruption processes. Consequently, in this operate we selected the J-TEXT and also the EAST tokamak that have a large distinction in configuration, operation regime, time scale, characteristic distributions, and disruptive brings about, to exhibit the proposed transfer Understanding strategy.
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