EQTransformer:EQTransformer,一个使用AI进行地震信号检测和相位拾取的python软件包

上传者: 42123296 | 上传时间: 2023-05-04 10:43:53 | 文件大小: 31.34MB | 文件类型: ZIP
基于AI的地震信号检测器和鉴相器 描述 EQTransformer是基于AI的地震信号检测器和相位(P&S)拾取器,基于带有注意机制的深度神经网络。 它具有专门为地震信号设计的分层体系结构。 EQTransformer已经接受了全球地震数据的培训,可以同时高效地执行检测和到达时间的选择。 除了预测概率,它还可以提供估计的模型不确定性。 EQTransformer python 3软件包包括用于下载连续地震数据,进行预处理,执行地震信号检测以及使用预先训练的模型进行相位(P&S)拾取,构建和测试新模型以及执行简单的相位关联的模块。 开发人员:S. Mostafa Mousavi 链接 说明文件: : 论文: https : //rdcu.be/b58li 参考 Mousavi,SM,Ellsworth,WL,Zhu,W.,Chuang,L,Y。和Beroza,G,C。 Nat C

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