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Chapter and Conference Paper
Deep Learning for Prediction of Complex Geology Ahead of Drilling
During a geosteering operation the well path is intentionally adjusted in response to the new data acquired while drilling. To achieve consistent high-quality decisions, especially when drilling in complex env...
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Article
POLYBiNN: Binary Inference Engine for Neural Networks using Decision Trees
Convolutional Neural Networks (CNNs) and Deep Neural Networks (DNNs) have gained significant popularity in several classification and regression applications. The massive computation and memory requirements of...