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Sergey Alyaev
ORCID
Publication Activity (10 Years)
Years Active: 2014-2024
Publications (10 Years): 14
Top Topics
Multiscale
Decision Support
Integral Equation
Uni Modal
Top Venues
CoRR
J. Comput. Sci.
Multiscale Model. Simul.
ICCS (1)
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Publications
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Ressi Bonti Muhammad
,
Apoorv Srivastava
,
Sergey Alyaev
,
Reidar Brumer Bratvold
,
Daniel M. Tartakovsky
High-Precision Geosteering via Reinforcement Learning and Particle Filters.
CoRR
(2024)
Durra Handri Saputera
,
Morten Jakobsen
,
Koen W. A. van Dongen
,
Nazanin Jahani
,
Kjersti Solberg Eikrem
,
Sergey Alyaev
3D induction log modelling with integral equation method and domain decomposition preconditioning.
CoRR
(2023)
Felix James Pacis
,
Adrian Ambrus
,
Sergey Alyaev
,
Rasool Khosravanian
,
Tron Golder Kristiansen
,
Tomasz Wiktorski
Improving predictive models for rate of penetration in real drilling operations through transfer learning.
J. Comput. Sci.
72 (2023)
Ressi Bonti Muhammad
,
Sergey Alyaev
,
Reidar Brumer Bratvold
Optimal Sequential Decision-Making in Geosteering: A Reinforcement Learning Approach.
CoRR
(2023)
Sergey Alyaev
,
Ahmed H. Elsheikh
Direct multi-modal inversion of geophysical logs using deep learning.
CoRR
(2022)
Kristian Fossum
,
Sergey Alyaev
,
Jan Tveranger
,
Ahmed H. Elsheikh
Verification of a real-time ensemble-based method for updating earth model based on GAN.
J. Comput. Sci.
65 (2022)
Felix James Pacis
,
Sergey Alyaev
,
Adrian Ambrus
,
Tomasz Wiktorski
Transfer Learning Approach to Prediction of Rate of Penetration in Drilling.
ICCS (1)
(2022)
Sergey Alyaev
,
Jan Tveranger
,
Kristian Fossum
,
Ahmed H. Elsheikh
Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network.
CoRR
(2022)
Kristian Fossum
,
Sergey Alyaev
,
Jan Tveranger
,
Ahmed H. Elsheikh
Deep Learning for Prediction of Complex Geology Ahead of Drilling.
ICCS (2)
(2021)
Kristian Fossum
,
Sergey Alyaev
,
Jan Tveranger
,
Ahmed H. Elsheikh
Deep learning for prediction of complex geology ahead of drilling.
CoRR
(2021)
Sergey Alyaev
,
Mostafa Shahriari
,
David Pardo
,
Angel Javier Omella
,
David Larsen
,
Nazanin Jahani
,
Erich Suter
Modeling extra-deep EM logs using a deep neural network.
CoRR
(2020)
Sergey Alyaev
,
Reidar Brumer Bratvold
,
Sofija Ivanova
,
Andrew Holsaeter
,
Morten Bendiksen
An interactive sequential-decision benchmark from geosteering.
CoRR
(2020)
Sergey Alyaev
,
Reidar Brumer Bratvold
,
Sofija Ivanova
,
Andrew Holsaeter
,
Morten Bendiksen
Man vs machine: an experimental study of geosteering decision skills.
CoRR
(2020)
Sergey Alyaev
,
Erich Suter
,
Reidar Bratvold
,
Aojie Hong
,
Xiaodong Luo
A Decision Support System for Multi-target Geosteering.
CoRR
(2019)
Sergey Alyaev
,
Eirik Keilegavlen
,
Jan Martin Nordbotten
Analysis of Control Volume Heterogeneous Multiscale Methods for Single Phase Flow in Porous Media.
Multiscale Model. Simul.
12 (1) (2014)