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

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

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

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