Ahmed H. Elsheikh

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 25

Top Topics

Triangular Mesh

Reinforcement Learning

Top Venues

J. Comput. Phys.

Comput. Geosci.

Publications

Alhasan Abdellatif, Ahmed H. Elsheikh
Generating Infinite-Resolution Texture using GANs with Patch-by-Patch Paradigm. CoRR (2023)
Mosayeb Shams, Ahmed H. Elsheikh
Gym-preCICE: Reinforcement Learning Environments for Active Flow Control. CoRR (2023)
Mosayeb Shams, Ahmed H. Elsheikh
Gym-preCICE: Reinforcement learning environments for active flow control. SoftwareX 23 (2023)
Sergey Alyaev, Ahmed H. Elsheikh
Direct multi-modal inversion of geophysical logs using deep learning. CoRR (2022)
Atish Dixit, Ahmed H. Elsheikh
A Multilevel Reinforcement Learning Framework for PDE-based Control. CoRR (2022)
Atish Dixit, Ahmed H. Elsheikh
Robust optimal well control using an adaptive multi-grid reinforcement learning framework. CoRR (2022)
Atish Dixit, Ahmed H. Elsheikh
Stochastic optimal well control in subsurface reservoirs using reinforcement learning. Eng. Appl. Artif. Intell. 114 (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)
Atish Dixit, Ahmed H. Elsheikh
Stochastic optimal well control in subsurface reservoirs using reinforcement learning. CoRR (2022)
Alhasan Abdellatif, Ahmed H. Elsheikh, Daniel Busby, Philippe Berthet
Generation of non-stationary stochastic fields using Generative Adversarial Networks with limited training data. CoRR (2022)
Alhasan Abdellatif, Ahmed H. Elsheikh, Gavin Graham, Daniel Busby, Philippe Berthet
Generating unrepresented proportions of geological facies using Generative Adversarial Networks. CoRR (2022)
Sergey Alyaev, Jan Tveranger, Kristian Fossum, Ahmed H. Elsheikh
Probabilistic forecasting for geosteering in fluvial successions using a generative adversarial network. CoRR (2022)
Alhasan Abdellatif, Ahmed H. Elsheikh, Gavin Graham, Daniel Busby, Philippe Berthet
Generating unrepresented proportions of geological facies using Generative Adversarial Networks. Comput. Geosci. 162 (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)
Alexander Tarakanov, Ahmed H. Elsheikh
Optimal Bayesian experimental design for subsurface flow problems. CoRR (2020)
Alexander Tarakanov, Ahmed H. Elsheikh
Regression-based sparse polynomial chaos for uncertainty quantification of subsurface flow models. J. Comput. Phys. 399 (2019)
Shing Chan, Ahmed H. Elsheikh
Parametrization of stochastic inputs using generative adversarial networks with application in geology. CoRR (2019)
Alexander Tarakanov, Ahmed H. Elsheikh
Regression-based sparse polynomial chaos for uncertainty quantification of subsurface flow models. CoRR (2019)
J. Nagoor Kani, Ahmed H. Elsheikh
Reduced order modeling of subsurface multiphase flow models using deep residual recurrent neural networks. CoRR (2018)
Shing Chan, Ahmed H. Elsheikh
Exemplar-based synthesis of geology using kernel discrepancies and generative neural networks. CoRR (2018)
Shing Chan, Ahmed H. Elsheikh
A machine learning approach for efficient uncertainty quantification using multiscale methods. J. Comput. Phys. 354 (2018)
Shing Chan, Ahmed H. Elsheikh
Parametric generation of conditional geological realizations using generative neural networks. CoRR (2018)
Shing Chan, Ahmed H. Elsheikh
A machine learning approach for efficient uncertainty quantification using multiscale methods. CoRR (2017)
J. Nagoor Kani, Ahmed H. Elsheikh
DR-RNN: A deep residual recurrent neural network for model reduction. CoRR (2017)
Laureline Josset, Vasily V. Demyanov, Ahmed H. Elsheikh, Ivan Lunati
Accelerating Monte Carlo Markov chains with proxy and error models. Comput. Geosci. 85 (2015)
Ahmed H. Elsheikh, Mustafa Elsheikh
A consistent octree hanging node elimination algorithm for hexahedral mesh generation. Adv. Eng. Softw. 75 (2014)
Ahmed H. Elsheikh, Mustafa Elsheikh
A reliable triangular mesh intersection algorithm and its application in geological modelling. Eng. Comput. 30 (1) (2014)
Ahmed H. Elsheikh, Mary F. Wheeler, Ibrahim Hoteit
Hybrid nested sampling algorithm for Bayesian model selection applied to inverse subsurface flow problems. J. Comput. Phys. 258 (2014)
Ahmed H. Elsheikh, Mary F. Wheeler, Ibrahim Hoteit
An iterative stochastic ensemble method for parameter estimation of subsurface flow models. J. Comput. Phys. 242 (2013)