Sergey Alyaev - RankMe

17 papers Journal 14Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	DISTINGUISH Workflow: A New Paradigm of Dynamic Well Placement Using Generative Machine Learning. CoRR Sergey Alyaev, Kristian Fossum, Hibat Errahmen Djecta, Jan Tveranger, Ahmed H. Elsheikh
2025	—	`conf`	Uncertainty-Aware Well Placement: Simulator-Verified Dual-Network Reinforcement Learning Approach Meets Particle Filters. ICCS (Workshops 1) Hibat Errahmen Djecta, Sergey Alyaev, Kristian Fossum, Reidar B. Bratvold, Ressi Bonti Muhammad, Apoorv Srivastava
2024	J	`jnl`	Application of Machine Learning to Predict Blockage in Multiphase Flow. Comput. Nazerke Saparbayeva, Boris V. Balakin, Pavel G. Struchalin, Talal Rahman, Sergey Alyaev
2024	J	`jnl`	High-Precision Geosteering via Reinforcement Learning and Particle Filters. CoRR Ressi Bonti Muhammad, Apoorv Srivastava, Sergey Alyaev, Reidar Brumer Bratvold, Daniel M. Tartakovsky
2023	J	`jnl`	3D induction log modelling with integral equation method and domain decomposition preconditioning. CoRR Durra Handri Saputera, Morten Jakobsen, Koen W. A. van Dongen, Nazanin Jahani, Kjersti Solberg Eikrem, Sergey Alyaev
2023	J	`jnl`	Improving predictive models for rate of penetration in real drilling operations through transfer learning. J. Comput. Sci. Felix James Pacis, Adrian Ambrus, Sergey Alyaev, Rasool Khosravanian, Tron Golder Kristiansen, Tomasz Wiktorski
2023	J	`jnl`	Optimal Sequential Decision-Making in Geosteering: A Reinforcement Learning Approach. CoRR Ressi Bonti Muhammad, Sergey Alyaev, Reidar Brumer Bratvold
2022	J	`jnl`	Direct multi-modal inversion of geophysical logs using deep learning. CoRR Sergey Alyaev, Ahmed H. Elsheikh
2022	J	`jnl`	Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network. CoRR Sergey Alyaev, Jan Tveranger, Kristian Fossum, Ahmed H. Elsheikh
2022	—	`conf`	Transfer Learning Approach to Prediction of Rate of Penetration in Drilling. ICCS (1) Felix James Pacis, Sergey Alyaev, Adrian Ambrus, Tomasz Wiktorski
2022	J	`jnl`	Verification of a real-time ensemble-based method for updating earth model based on GAN. J. Comput. Sci. Kristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed H. Elsheikh
2021	—	`conf`	Deep Learning for Prediction of Complex Geology Ahead of Drilling. ICCS (2) Kristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed H. Elsheikh
2021	J	`jnl`	Deep learning for prediction of complex geology ahead of drilling. CoRR Kristian Fossum, Sergey Alyaev, Jan Tveranger, Ahmed H. Elsheikh
2020	J	`jnl`	An interactive sequential-decision benchmark from geosteering. CoRR Sergey Alyaev, Reidar Brumer Bratvold, Sofija Ivanova, Andrew Holsaeter, Morten Bendiksen
2020	J	`jnl`	Modeling extra-deep EM logs using a deep neural network. CoRR Sergey Alyaev, Mostafa Shahriari, David Pardo, Angel Javier Omella, David Larsen, Nazanin Jahani, Erich Suter
2019	J	`jnl`	A Decision Support System for Multi-target Geosteering. CoRR Sergey Alyaev, Erich Suter, Reidar Bratvold, Aojie Hong, Xiaodong Luo
2014	J	`jnl`	Analysis of Control Volume Heterogeneous Multiscale Methods for Single Phase Flow in Porous Media. Multiscale Model. Simul. Sergey Alyaev, Eirik Keilegavlen, Jan Martin Nordbotten