Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Vychuzhanin, Pavel"'
Autor:
Nikitin, Nikolay O., Vychuzhanin, Pavel, Sarafanov, Mikhail, Polonskaia, Iana S., Revin, Ilia, Barabanova, Irina V., Maximov, Gleb, Kalyuzhnaya, Anna V., Boukhanovsky, Alexander
The effectiveness of the machine learning methods for real-world tasks depends on the proper structure of the modeling pipeline. The proposed approach is aimed to automate the design of composite machine learning pipelines, which is equivalent to com
Externí odkaz:
http://arxiv.org/abs/2106.15397
Autor:
Nikitin, Nikolay O., Revin, Ilia, Hvatov, Alexander, Vychuzhanin, Pavel, Kalyuzhnaya, Anna V.
The paper describes the usage of intelligent approaches for field development tasks that may assist a decision-making process. We focused on the problem of wells location optimization and two tasks within it: improving the quality of oil production e
Externí odkaz:
http://arxiv.org/abs/2103.02598
Autor:
Polonskaia, Iana S., Nikitin, Nikolay O., Revin, Ilia, Vychuzhanin, Pavel, Kalyuzhnaya, Anna V.
In this paper, a multi-objective approach for the design of composite data-driven mathematical models is proposed. It allows automating the identification of graph-based heterogeneous pipelines that consist of different blocks: machine learning model
Externí odkaz:
http://arxiv.org/abs/2103.01301
The adaptation of numerical wind wave models to the local time-spatial conditions is a problem that can be solved by using various calibration techniques. However, the obtained sets of physical parameters become over-tuned to specific events if there
Externí odkaz:
http://arxiv.org/abs/1906.08587
Autor:
Nikitin, Nikolay O., Revin, Ilia, Hvatov, Alexander, Vychuzhanin, Pavel, Kalyuzhnaya, Anna V.
Publikováno v:
In Computers and Geosciences April 2022 161
Autor:
Nikitin, Nikolay O., Vychuzhanin, Pavel, Sarafanov, Mikhail, Polonskaia, Iana S., Revin, Ilia, Barabanova, Irina V., Maximov, Gleb, Kalyuzhnaya, Anna V., Boukhanovsky, Alexander
Publikováno v:
In Future Generation Computer Systems February 2022 127:109-125
Publikováno v:
In Procedia Computer Science 2021 193:484-493
Autor:
Nikitin, Nikolay O., Polonskaia, Iana S., Vychuzhanin, Pavel, Barabanova, Irina V., Kalyuzhnaya, Anna V.
Publikováno v:
In Procedia Computer Science 2020 178:414-423
Publikováno v:
In Procedia Computer Science 2018 136:321-330