MaxEntropy Pursuit Variational Inference. - Evgenii Egorov; Kirill Neklyudov; Ruslan Kostoev; Evgeny Burnaev (ISNN (1), 2019)

Deep Neural Networks Predicting Oil Movement in a Development Unit. - Pavel Temirchev; Maxim Simonov; Ruslan Kostoev; Evgeny Burnaev; Ivan V. Oseledets; Alexey Akhmetov; Andrey Margarit; Alexander Sitnikov; Dmitry A. Koroteev (CoRR, 2019)

End-to-end neural network approach to 3D reservoir simulation and adaptation. - E. Illarionov; Pavel Temirchev; Dmitry Voloskov; Ruslan Kostoev; Maxim Simonov; Dimitri Pissarenko; Denis M. Orlov; Dmitri A. Koroteev (CoRR, 2021)

PersonalAI: Towards digital twins in the graph form. - Menschikov Mikhail; Dmitry Evseev; Ruslan Kostoev; Ilya Perepechkin; Ilnaz Salimov; Victoria Dochkina; Petr Anokhin; Evgeny Burnaev; Nikita Semenov (CoRR, 2025)