Deep learning reads well logs to map coal-bearing rock types, with simple CNN outperforming complex models
A new study combined SEM, XRD and NMR pore characterization with six machine-learning models on 37,227 well-log records, finding that ...
Tag: well logs
Machine Learning Rebuilds Missing Sonic Logs and Keeps Rock Classification on Track
A study of six Browse Basin wells shows gradient boosting can reconstruct sonic logs missing under a harsh simulated pattern, ...
AI Reads Well Logs to Map Hidden Volcanic Oil Reservoirs With 98.79% Accuracy
Researchers in China converted well logs into images and used an attention-enhanced convolutional neural network to identify volcanic lithologies in ...
Machine Learning Predicts Pore Pressure Without Sonic Logs, With Honest Error Bars
A new machine-learning workflow predicts pore pressure in Jurassic carbonate reservoirs of Pakistan's Kohat Plateau without sonic logs, using calibrated ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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