Browsing The University of Oklahoma by Author "La Marca, Karelia"
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Optimization of deepwater channel seismic reservoir characterization using seismic attributes and machine learning
La Marca, Karelia (2023-12-15)Accurate subsurface reservoir mapping is essential for resource exploration. In uncalibrated basins, seismic data, often limited by resolution, frequency, quality, etc., algorithms become the primary information source due ... -
Seismic attribute optimization with unsupervised machine learning techniques for deepwater seismic facies interpretation: users vs machines
La Marca, Karelia (2020-07)Machine learning (ML) has many applications within the geosciences, from predicting seismic facies, to automatic fault detection. A variety of machine learning algorithms are commonly employed, among these principal component ...