We made the deep learning-based FFE neural network construction determined by the knowledge of tokamak diagnostics and fundamental disruption physics. It really is verified a chance to extract disruption-associated patterns proficiently. The FFE supplies a foundation to transfer the design to the target domain. Freeze & wonderful-tune parameter-primarily based transfer Discovering procedure is applied to transfer the J-TEXT pre-skilled product to a bigger-sized tokamak with a handful of concentrate on data. The method tremendously increases the effectiveness of predicting disruptions in long run tokamaks in comparison with other approaches, which include instance-dependent transfer learning (mixing focus on and existing facts with each other). Knowledge from existing tokamaks can be efficiently applied to potential fusion reactor with diverse configurations. Nevertheless, the tactic nevertheless requires even more improvement to generally be utilized directly to disruption prediction in upcoming tokamaks.

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This "Cited by" rely includes citations to the following content articles in Scholar. Those marked * may very well be distinctive from your write-up in the profile.

線上錢包服務可以讓用户在任何浏览器和移動設備上使用比特幣，通常它還提供一些額外功能，使用户对使用比特币时更加方便。但選擇線上錢包服務時必須慎重，因為其安全性受到服务商的影响。

a displays the plasma present of the discharge and b reveals the electron cyclotron emission (ECE)sign which suggests relative temperature fluctuation; c and d present the frequencies of poloidal and toroidal Mirnov alerts; e, file clearly show the Uncooked poloidal and toroidal Mirnov indicators. The purple dashed line implies Tdisruption when disruption can take position. The orange dash-dot line implies Twarning when the predictor warns concerning the upcoming disruption.

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由于其领导地位，许多投资者将其视为加密货币市场的准备金，因此其他代币依靠其价值保持高位。

腦錢包：用戶可自行設定密碼，並以此進行雜湊運算，生成對應的私鑰與地址，以後只需記住這個密碼即可使用其中的比特幣。

自第四次比特币减半至今，其价格尚未出现明显变化。分析师认为，与前几次减半相比，如今的加密货币市场要成熟得多。当前的经济状况也可能是价格波动不大的另一个原因。 

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