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All discharges are split into consecutive temporal sequences. A time threshold right before disruption is described for different tokamaks in Table five to point the precursor of a disruptive discharge. The “unstable�?sequences of disruptive discharges are labeled as “disruptive�?and other sequences from non-disruptive discharges are labeled as “non-disruptive�? To find out some time threshold, we first acquired a time span based upon prior discussions and consultations with tokamak operators, who delivered useful insights into your time span inside of which disruptions could be reliably predicted.
比特币在许多国家是合法的。两个国家，即萨尔瓦多和中非共和国，甚至已经接受它为法定货币。
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比特币交易确实存在一些风险，包括网络安全威胁以及如果比特币价格下跌，您可能会遭受资金损失。重要的是要记住，数字货币是一种不稳定的资产，价格可能会出现意外波动。
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在进行交易之前，你需要一个比特币钱包。比特币钱包是你储存比特币的地方。你可以用这个钱包收发比特币。你可以通过在数字货币交易所 (如欧易交易所) 设立账户或通过专门的提供商获得比特币钱包。
Like a summary, our final results of your numerical experiments show that parameter-primarily based transfer Finding out does enable predict disruptions in potential tokamak with limited knowledge, and outperforms other strategies to a substantial extent. Also, the levels while in the ParallelConv1D blocks are capable of extracting basic and very low-level characteristics of disruption discharges across distinct tokamaks. The LSTM layers, having said that, are purported to extract capabilities with a bigger time scale linked to selected tokamaks specifically and therefore are fastened Using the time scale around the tokamak pre-qualified. Unique tokamaks range enormously in resistive diffusion time scale and configuration.
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