A Predictive Model for Steady-State Multiphase Pipe Flow: Machine Learning on Lab Data. - Evgenii Kanin; Andrei Osiptsov; Albert L. Vainshtein; Evgeny Burnaev (CoRR, 2019)

Development of Deep Transformer-Based Models for Long-Term Prediction of Transient Production of Oil Wells. - Ildar Abdrakhmanov; Evgenii Kanin; Sergei Boronin; Evgeny Burnaev; Andrei Osiptsov (CoRR, 2021)

Combined mechanistic and machine learning method for construction of oil reservoir permeability map consistent with well test measurements. - Evgenii Kanin; A. A. Garipova; Sergei Boronin; V. V. Vanovsky; Albert L. Vainshtein; A. A. Afanasyev; Andrei Osiptsov; Evgeny V. Burnaev (CoRR, 2023)