Sergey Alyaev

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 15

Top Topics

Decision Support

Integral Equation

Top Venues

J. Comput. Sci.

Multiscale Model. Simul.

Publications

Nazerke Saparbayeva, Boris V. Balakin, Pavel G. Struchalin, Talal Rahman, Sergey Alyaev
Application of Machine Learning to Predict Blockage in Multiphase Flow. Comput. 12 (4) (2024)
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)