A study of transfer learning in digital rock properties measurement

A study of transfer learning in digital rock properties measurement

The measurement of physical parameters of porous rock, which constitute reservoirs, is an essential part of hydrocarbon exploration. Typically, the measurement of these physical parameters is carried out through core analysis in a laboratory, which requires considerable time and high costs. Another...

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Bibliographic Details
Main Authors: M I K Haq, I N Yulita, I A Dharmawan
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:Machine Learning: Science and Technology
Subjects:
digital rock
physical properties
machine learning
convolutional neural network
pre-trained model
transfer learning
Online Access:https://doi.org/10.1088/2632-2153/acf117

Internet

https://doi.org/10.1088/2632-2153/acf117

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