research
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09/06/2022
Making the black-box brighter: interpreting machine learning algorithm for forecasting drilling accidents
We present an approach for interpreting a black-box alarming system for ...
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03/10/2022
Forecasting the abnormal events at well drilling with machine learning
We present a data-driven and physics-informed algorithm for drilling acc...
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06/06/2019
Failures detection at directional drilling using real-time analogues search
One of the main challenges in the construction of oil and gas wells is t...
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03/27/2019
Real-time data-driven detection of the rock type alteration during a directional drilling
During the directional drilling, a bit may sometimes go to a nonproducti...
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06/08/2018
