Feature extraction and classification of digital rock images via pre-trained convolutional neural network and unsupervised machine learning
Understanding the microstructure of porous media is crucial in various fields—particularly in petroleum engineering, hydrogeology, and materials science—because it directly influences the properties of porous materials and the behavior of fluids within their pores. Traditional characterization metho...
Saved in:
| Main Authors: | , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IOP Publishing
2025-01-01
|
| Series: | Machine Learning: Science and Technology |
| Subjects: | |
| Online Access: | https://doi.org/10.1088/2632-2153/adcf71 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|