遇见数据集

Training data for FNN

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Zenodo2025-12-01 更新2026-05-26 收录
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Training data for the forward model for electromagnetic (EM) as described in: A Generative-AI Modeling Framework for Explainable Decision Support in ComplexGeosteering Scenarios; Sergey Alyaev, Kristian Fossum, Hibat Errahmen Djecta, Jan Tveranger, Ahmed H. Elsheikh. The data consists of two zip files: Y_val.zip and X_val.zip. When unzipped, they both contain 800.000 labeled CSV files. We recommend reading the files as dataframes. The X files contain Rh, Rv, and a one-hot encoding of the well position for a column of 0.5 m cells. The Y_val contains EM responses for 6 tool configurations as described in the file.

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Zenodo
创建时间:
2025-12-01
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