Ksenia Antipova

According to our database, Ksenia Antipova authored at least 5 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

Forecasting the abnormal events at well drilling with machine learning.

Ekaterina Gurina, Nikita Klyuchnikov, Ksenia Antipova, Dmitry A. Koroteev

Appl. Intell., 2022

2020

Real-Time Data-Driven Detection of the Rock-Type Alteration During a Directional Drilling.

Evgenya Romanenkova, Alexey Zaytsev, Nikita Klyuchnikov, Arseniy Gruzdev, Ksenia Antipova, Leyla S. Ismailova, Evgeny Burnaev, Artyom Semenikhin, Vitaliy Koryabkin, Igor Simon, Dmitry A. Koroteev

IEEE Geosci. Remote. Sens. Lett., 2020

2019

Failures detection at directional drilling using real-time analogues search.

Ekaterina Gurina, Nikita Klyuchnikov, Alexey Zaytsev, Evgenya Romanenkova, Ksenia Antipova, Igor Simon, Victor Makarov, Dmitry A. Koroteev

CoRR, 2019

2018

Data-driven model for the identification of the rock type at a drilling bit.

Nikita Klyuchnikov, Alexey Zaytsev, Arseniy Gruzdev, Georgiy Ovchinnikov, Ksenia Antipova, Leyla S. Ismailova, Ekaterina A. Muravleva, Evgeny Burnaev, Artyom Semenikhin, Alexey Cherepanov, Vitaliy Koryabkin, Igor Simon, Alexey Tsurgan, Fedor Krasnov, Dmitry A. Koroteev

CoRR, 2018