Mesh generation and optimization from digital rock fractures based on neural style transfer
The complex geometric features of subsurface fractures at different scales makes mesh generation challenging and/or expensive. In this paper, we make use of neural style transfer (NST), a machine learning technique, to generate mesh from rock fracture images. In this new approach, we use digital roc...
Main Authors: | , , |
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Format: | Article |
Language: | English |
Published: |
Elsevier
2021-08-01
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Series: | Journal of Rock Mechanics and Geotechnical Engineering |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S1674775521000500 |