Ahmed H. Elsheikh

39 papers Journal 38Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Machine learning enhanced data assimilation framework for multiscale carbonate rock characterization. CoRR Zhenkai Bo, Ahmed H. Elsheikh, Hannah Menke, Julien Maes, Sebastian Geiger, Muhammad Z. Kashim, Zainol A. A. Bakar, Kamaljit Singh
2026	J	`jnl`	Machine learning for sustainable geoenergy: uncertainty, physics and decision-ready inference. CoRR Hannah P. Menke, Ahmed H. Elsheikh, Lingli Wei, Nanzhe Wang, Andreas Busch
2026	J	`jnl`	Surrogate models for Rock-Fluid Interaction: A Grid-Size-Invariant Approach. CoRR Nathalie C. Pinheiro, Donghu Guo, Hannah Menke, Aniket Joshi, Claire E. Heaney, Ahmed H. Elsheikh, Christopher C. Pain
2025	J	`jnl`	A Deep-Learning Iterative Stacked Approach for Prediction of Reactive Dissolution in Porous Media. CoRR Marcos V. M. Cirne, Hannah Menke, Alhasan Abdellatif, Julien Maes, Florian Doster, Ahmed H. Elsheikh
2025	J	`jnl`	Benchmark Dataset for Pore-Scale CO2-Water Interaction. CoRR Alhasan Abdellatif, Hannah Menke, Julien Maes, Ahmed H. Elsheikh, Florian Doster
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	J	`jnl`	Feature-Modulated UFNO for Improved Prediction of Multiphase Flow in Porous Media. CoRR Alhasan Abdellatif, Hannah Menke, Ahmed H. Elsheikh, Florian Doster, Kamaljit Singh
2024	J	`jnl`	A Deep Semi-Supervised Learning Approach for Seismic Reflectivity Inversion. IEEE Trans. Geosci. Remote. Sens. Sharif Rahman, Ahmed H. Elsheikh, Makky S. Jaya
2023	J	`jnl`	Generating Infinite-Resolution Texture using GANs with Patch-by-Patch Paradigm. CoRR Alhasan Abdellatif, Ahmed H. Elsheikh
2023	J	`jnl`	Gym-preCICE: Reinforcement Learning Environments for Active Flow Control. CoRR Mosayeb Shams, Ahmed H. Elsheikh
2023	J	`jnl`	Gym-preCICE: Reinforcement learning environments for active flow control. SoftwareX Mosayeb Shams, Ahmed H. Elsheikh
2022	J	`jnl`	A Multilevel Reinforcement Learning Framework for PDE-based Control. CoRR Atish Dixit, Ahmed H. Elsheikh
2022	J	`jnl`	Direct multi-modal inversion of geophysical logs using deep learning. CoRR Sergey Alyaev, Ahmed H. Elsheikh
2022	J	`jnl`	Generating unrepresented proportions of geological facies using Generative Adversarial Networks. CoRR Alhasan Abdellatif, Ahmed H. Elsheikh, Gavin Graham, Daniel Busby, Philippe Berthet
2022	J	`jnl`	Generating unrepresented proportions of geological facies using Generative Adversarial Networks. Comput. Geosci. Alhasan Abdellatif, Ahmed H. Elsheikh, Gavin Graham, Daniel Busby, Philippe Berthet
2022	J	`jnl`	Generation of non-stationary stochastic fields using Generative Adversarial Networks with limited training data. CoRR Alhasan Abdellatif, Ahmed H. Elsheikh, Daniel Busby, Philippe Berthet
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	J	`jnl`	Robust optimal well control using an adaptive multi-grid reinforcement learning framework. CoRR Atish Dixit, Ahmed H. Elsheikh
2022	J	`jnl`	Stochastic optimal well control in subsurface reservoirs using reinforcement learning. CoRR Atish Dixit, Ahmed H. Elsheikh
2022	J	`jnl`	Stochastic optimal well control in subsurface reservoirs using reinforcement learning. Eng. Appl. Artif. Intell. Atish Dixit, Ahmed H. Elsheikh
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`	Optimal Bayesian experimental design for subsurface flow problems. CoRR Alexander Tarakanov, Ahmed H. Elsheikh
2019	J	`jnl`	Parametrization of stochastic inputs using generative adversarial networks with application in geology. CoRR Shing Chan, Ahmed H. Elsheikh
2019	J	`jnl`	Regression-based sparse polynomial chaos for uncertainty quantification of subsurface flow models. CoRR Alexander Tarakanov, Ahmed H. Elsheikh
2019	J	`jnl`	Regression-based sparse polynomial chaos for uncertainty quantification of subsurface flow models. J. Comput. Phys. Alexander Tarakanov, Ahmed H. Elsheikh
2018	J	`jnl`	A machine learning approach for efficient uncertainty quantification using multiscale methods. J. Comput. Phys. Shing Chan, Ahmed H. Elsheikh
2018	J	`jnl`	Exemplar-based synthesis of geology using kernel discrepancies and generative neural networks. CoRR Shing Chan, Ahmed H. Elsheikh
2018	J	`jnl`	Parametric generation of conditional geological realizations using generative neural networks. CoRR Shing Chan, Ahmed H. Elsheikh
2018	J	`jnl`	Reduced order modeling of subsurface multiphase flow models using deep residual recurrent neural networks. CoRR J. Nagoor Kani, Ahmed H. Elsheikh
2017	J	`jnl`	A machine learning approach for efficient uncertainty quantification using multiscale methods. CoRR Shing Chan, Ahmed H. Elsheikh
2017	J	`jnl`	DR-RNN: A deep residual recurrent neural network for model reduction. CoRR J. Nagoor Kani, Ahmed H. Elsheikh
2015	J	`jnl`	Accelerating Monte Carlo Markov chains with proxy and error models. Comput. Geosci. Laureline Josset, Vasily V. Demyanov, Ahmed H. Elsheikh, Ivan Lunati
2014	J	`jnl`	A consistent octree hanging node elimination algorithm for hexahedral mesh generation. Adv. Eng. Softw. Ahmed H. Elsheikh, Mustafa Elsheikh
2014	J	`jnl`	A reliable triangular mesh intersection algorithm and its application in geological modelling. Eng. Comput. Ahmed H. Elsheikh, Mustafa Elsheikh
2014	J	`jnl`	Hybrid nested sampling algorithm for Bayesian model selection applied to inverse subsurface flow problems. J. Comput. Phys. Ahmed H. Elsheikh, Mary F. Wheeler, Ibrahim Hoteit
2013	J	`jnl`	An iterative stochastic ensemble method for parameter estimation of subsurface flow models. J. Comput. Phys. Ahmed H. Elsheikh, Mary F. Wheeler, Ibrahim Hoteit
2013	J	`jnl`	Non-linear Petrov-Galerkin methods for reduced order hyperbolic equations and discontinuous finite element methods. J. Comput. Phys. Fangxin Fang, Christopher C. Pain, I. M. Navon, Ahmed H. Elsheikh, Juan Du, Dunhui Xiao