Browsing OU - Theses by Subject "Unsupervised machine learning"
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Application of seismic attributes and machine learning clustering techniques to the characterization of faults in a post-salt reservoir, Jubarte Field (Campos Basin)
(2021-05-14)Seismic reflection datasets represent an important source of information capable of revealing structural features in the subsurface, such as fault zones. Faults can be interpreted using the original amplitude volumes, ... -
Unsupervised seismic facies using Gaussian mixture models
(2017-08)ABSTRACT As the use of seismic attributes becomes more widespread, multivariate seismic analysis has become more commonplace for seismic facies analysis. Unsupervised machine learning techniques provide methods of ...