no code implementations • 12 Oct 2021 • Ildar Abdrakhmanov, Evgenii Kanin, Sergei Boronin, Evgeny Burnaev, Andrei Osiptsov
We apply the transfer learning procedure to the transformer-based surrogate model, which includes the initial training on the dataset from a certain well and additional tuning of the model's weights on the dataset from a target well.
no code implementations • 23 May 2019 • Evgenii Kanin, Andrei Osiptsov, Albert Vainshtein, Evgeny Burnaev
In order to extend the applicability and the accuracy of the existing accessible methods, a method of pressure drop calculation in the pipeline is proposed.