Logging Data Completion Based on an MC-GAN-BiLSTM Model

Logging Data Completion Based on an MC-GAN-BiLSTM Model

Due to environmental interference and operational errors, problems such as incomplete and random missing logging data have occurred during the geophysical logging data collection process. Since it is difficult to establish a geophysical model based on logging data and geological information, the dat...

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Bibliographic Details
Main Authors: Liang Guo, Luo Renze, Li Xingyu, Tuo Juanjuan, Canru Lei, Zhou Yang
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Logging data
missing value
GAN
LSTM
GAIN
GAN-LSTM
Online Access:https://ieeexplore.ieee.org/document/9662304/

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