Clustering has a meaning: optimization of angular similarity to detect 3D geometric anomalies in geological terrains
<p>The geological potential of sparse subsurface data is not being fully exploited since the available workflows are not specifically designed to detect and interpret 3D geometric anomalies hidden in the data. We develop a new unsupervised machine learning framework to cluster and analyze the...
Main Authors: | M. P. Michalak, L. Teper, F. Wellmann, J. Żaba, K. Gaidzik, M. Kostur, Y. P. Maystrenko, P. Leonowicz |
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Format: | Article |
Language: | English |
Published: |
Copernicus Publications
2022-11-01
|
Series: | Solid Earth |
Online Access: | https://se.copernicus.org/articles/13/1697/2022/se-13-1697-2022.pdf |
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