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Keywords: explanation
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Journal Articles
Journal: SPE Journal
SPE J. 29 (12): 6640–6654.
Paper Number: SPE-223622-PA
Published: 11 December 2024
... of the NBM lies in its ability to provide clear explanations, where the influence of the input drilling parameters on the predicted ROP can be clearly visualized and analyzed. The study also compares the models’ performance under two scenarios—continuous learning and all-for-one. The results indicate...
Journal Articles
Journal: SPE Journal
SPE J. 27 (01): 349–363.
Paper Number: SPE-208586-PA
Published: 16 February 2022
... models, it is easy to “see” the model and examine its prediction. For black-box models, the explanation of the decision process is not straightforward. In this work, we compare the performance of several white- and black-box models on two production data sets in an anomaly detection task. The presence...
Journal Articles
Journal: SPE Journal
SPE J. 6 (01): 4–13.
Paper Number: SPE-68775-PA
Published: 01 March 2001
... the fracture tip. New explanations for fracture surface roughness that develops under Mode I loading conditions are presented. 9 11 1999 15 9 2000 5 10 2000 1 3 2001 1 3 2001 Copyright 2001, Society of Petroleum Engineers explanation fracture growth fracture surface...

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