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Found 2 papers, 1 papers with code
Geostatistical Learning: Challenges and Opportunities
regionalized) variables due to spatial correlation; and trends caused by geophysical processes lead to covariate shifts between the domain where the model was trained and the domain where it will be applied, which in turn harm the use of classical learning methodologies that rely on random samples of the data.
Sequence Mining and Pattern Analysis in Drilling Reports with Deep Natural Language Processing
Drilling activities in the oil and gas industry have been reported over decades for thousands of wells on a daily basis, yet the analysis of this text at large-scale for information retrieval, sequence mining, and pattern analysis is very challenging.
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