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登陆前邮箱验证码，我的邮箱却啥也没收到。更烦人的是，战网上根本不知道这个号现在是绑了哪个邮箱，连邮箱的首尾号都看不到
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The outcomes of your sensitivity Examination are proven in Fig. three. The model classification general performance signifies the FFE is able to extract significant info from J-Textual content information and it has the likely to become transferred into the EAST tokamak.
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The inputs with the SVM are manually extracted options guided by Actual physical system of disruption42,forty three,forty four. Features that contains temporal and spatial profile details are extracted determined by the area familiarity with diagnostics and disruption physics. The enter indicators on the element engineering are similar to the enter signals on the FFE-primarily based predictor. Mode numbers, common frequencies of MHD instabilities, and amplitude and stage of n�? 1 locked mode click here are extracted from mirnov coils and saddle coils. Kurtosis, skewness, and variance in the radiation array are extracted from radiation arrays (AXUV and SXR). Other crucial signals associated with disruption such as density, plasma current, and displacement are also concatenated with the attributes extracted.
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As for replacing the levels, the remainder of the levels which aren't frozen are replaced Using the same composition since the earlier model. The weights and biases, even so, are changed with randomized initialization. The model is usually tuned at a learning amount of 1E-4 for ten epochs. As for unfreezing the frozen layers, the levels Formerly frozen are unfrozen, earning the parameters updatable once again. The model is further more tuned at a good lessen Studying amount of 1E-5 for 10 epochs, still the models even now put up with tremendously from overfitting.
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