Failures detection at directional drilling using real-time analogues search. - Ekaterina Gurina; Nikita Klyuchnikov; Alexey Zaytsev 002; Evgenya Romanenkova; Ksenia Antipova; Igor Simon; Victor Makarov; Dmitry A. Koroteev (CoRR, 2019)

Forecasting the abnormal events at well drilling with machine learning. - Ekaterina Gurina; Nikita Klyuchnikov; Ksenia Antipova; Dmitry A. Koroteev (Appl. Intell., 2022)

Making the black-box brighter: interpreting machine learning algorithm for forecasting drilling accidents. - Ekaterina Gurina; Nikita Klyuchnikov; Ksenia Antipova; Dmitry A. Koroteev (CoRR, 2022)