Automatic segmentation tool for 3D digital rocks by deep learning
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Researchers have developed an automatic segmentation tool for 3d digital rocks using deep learning. The tool appears to be part of a broader effort to improve analysis of rock structures and materials, with various studies exploring applications such as porosity estimation, discontinuity identification, and microstructure interpretation. These studies utilize techniques including computed tomography imaging, 3d point clouds, and explainable artificial intelligence to advance understanding of rock properties and behavior.
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