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ORCIDSergey Alyaev
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2020 – today
- 2024
[j4]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): 67 (2024)- [i9]Ressi Bonti Muhammad, Apoorv Srivastava, Sergey Alyaev, Reidar Brumer Bratvold, Daniel M. Tartakovsky:
High-Precision Geosteering via Reinforcement Learning and Particle Filters. CoRR abs/2402.06377 (2024) - 2023
- [j3]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: 102100 (2023) - [i8]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 abs/2306.17537 (2023) - [i7]Ressi Bonti Muhammad, Sergey Alyaev, Reidar Brumer Bratvold:
Optimal Sequential Decision-Making in Geosteering: A Reinforcement Learning Approach. CoRR abs/2310.04772 (2023) - 2022
- [j2]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: 101876 (2022) - [c2]Felix James Pacis, Sergey Alyaev, Adrian Ambrus, Tomasz Wiktorski:
Transfer Learning Approach to Prediction of Rate of Penetration in Drilling. ICCS (1) 2022: 358-371 - [i6]Sergey Alyaev, Ahmed H. Elsheikh:
Direct multi-modal inversion of geophysical logs using deep learning. CoRR abs/2201.01871 (2022) - [i5]Sergey Alyaev, Jan Tveranger, Kristian Fossum, Ahmed H. Elsheikh:
Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network. CoRR abs/2207.01374 (2022) - 2021
- [c1]Kristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed H. Elsheikh:
Deep Learning for Prediction of Complex Geology Ahead of Drilling. ICCS (2) 2021: 466-479 - [i4]Kristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed H. Elsheikh:
Deep learning for prediction of complex geology ahead of drilling. CoRR abs/2104.02550 (2021) - 2020
- [i3]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 abs/2005.08919 (2020) - [i2]Sergey Alyaev, Reidar Brumer Bratvold, Sofija Ivanova, Andrew Holsaeter, Morten Bendiksen:
An interactive sequential-decision benchmark from geosteering. CoRR abs/2011.00733 (2020)
2010 – 2019
- 2019
- [i1]Sergey Alyaev, Erich Suter, Reidar Bratvold, Aojie Hong, Xiaodong Luo:
A Decision Support System for Multi-target Geosteering. CoRR abs/1903.03933 (2019) - 2014
- [j1]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): 335-363 (2014)
Coauthor Index
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