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...

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Bibliographic Details
Main Authors: M. P. Michalak, L. Teper, F. Wellmann, J. Żaba, K. Gaidzik, M. Kostur, Y. P. Maystrenko, P. Leonowicz
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